Computational Social
https://doi.org/10.1007/978-1-4471-4048-1Abstract
AI
AI
Computational Social Network (CSN) merges mathematics, psychology, computer science, sociology, and management. It addresses challenges in data mining derived from distributed information across various platforms. This book compiles work from leading experts focusing on computational tools, simulations, and analysis relevant to social networks. Topics include community detection, behavior forecasting using hierarchical graphical models, and graph theory applications in social network analysis. The aim is to provide a comprehensive resource for researchers, scholars, and students interested in the evolving field of CSN.
References (742)
- Snásel, V., Horak, Z., Abraham, A.: Understanding social networks using formal concept analysis. In: Web Intelligence/IAT Workshops'2008, Sydney, pp. 390-393 (2008)
- Alexander, B.: Web 2.0: a new wave of innovation for teaching and learning? EDUCAUSE Rev. 41(2), 32-44 (2006)
- Hoffman, E.: Evaluating social networking tools for distance learning. In: Proceedings of Technology, Colleges and Community Worldwide Online Conference (TCC 2009) Volume 2009, Hawaii, vol. 1, pp. 92-100 (2009)
- Brian Solis: The Essential Guide to Social Media, e-book (2008)
- Boyd, D., Ellison, N.: Social network sites: definition, history and scholarship. J. Comput. Mediat. Commun. 13(1), 210-230 (2007)
- Thellwal, M.: Social networks, gender and friending, analysis of Myspace profiles. J. Am. Soc. Inf. Sci. Technol. 591(8), 1321-1330 (2008)
- Tufekci, Z.: Grooming, gossip Facebook and Myspace: what can we learn about these sites from those who wont assimilate? J. Inf. Commun. Soc. 11(4), 544-564 (2008)
- Sheldon, P.: The relationship between unwillingness to communicate and students' Facebook use. J. Media Psychol. 20(2), 67-75 (2008)
- Schrock, A.: Eamining social media usage: technology clusters and social network relation- ships. First Monday Journal, 14(1) (2009)
- Walther, J., Heide, B., Kim, S., Westerman, D., Tang, S.T.: The role of friends appearence and behaviour on evaluations of individuals on facebook: are we known by the comapny we keep? Hum. Commun. Res. 34, 28-49 (2008)
- Moor, J.H.: Towards a theory of privacy in the information age. SIGCAS Comput. Soc. 27(3), 27-32 (1997)
- Grace, J., Gruhl, D., Haas, K., Nagarajan, M., Robson, C., Sahoo, N.: Artist ranking through analysis of online community comments. In: IBM Tech Report, Almaden (2008). http://domino.research.ibm.com/library/cyberdig.nsf/papers/E50790E56F371154852573870 068A184/$File/rj10421.pdf
- Shani, G., Chickering, M., Meek, C.: Mining recommendations from the web. In: Proceeding of 2008 ACM Conference on Recommender System, Lausanne, Switzerland, pp. 23-25 (2008)
- Stutzman, F.: Thoughts about information, social networks, identity and technology. Social Network Transitions, Unit Structures (2007)
- http://www.readwriteweb.com/archives/the best tools for visualization.php. Accessed Dec 2011
- Shivalingaiah, D., Naik, U.: Social networking tools: social bookmarking and social tagging. In: Proceedings of the 8th International CALIBER-2011, Goa University, Goa, 02-04 March 2011
- Brett: 10 Open source social bookmarking platforms. Available at http://webtecker.com/2008/ 02/23/11-open-source-social-bookmarking-platforms. Accessed Nov 2011
- Golbeck, J., Halaschek-Wiener, C.: Trust-based revision for expressive web syndication. J. Logic Comput. 19(5), 771-790 (2008)
- Sigurbjörnsson, B., Zwol, R.: Flickr tag recommendation based on collective knowledge. In: Proceeding of the 17th International Conference on World Wide Web, ACM, New York, pp. 327-336 (2008)
- Chen, S.: The social network game boom, Gamasutra (2009). http://www.gamasutra.com/view/ feature/132400/the social network game boom.php?print=1
- Radoff, J.: History of social games. Available at http://radoff.com/blog/2010/05/24/history- social-games/ Accessed Sept 2010
- Grossman, L.: The odd popularity of Mafia Wars. TIME (2009). http://invictusrespite.blogspot. com/2009/11/odd-popularity-of-mafia-wars.html
- Järvinen, A.: Game design for social networks. In: Proceedings of the 13th International MindTrek Conference: Everyday Life in the Ubiquitous Era, Tampere, pp. 224-225 (2009)
- Sang, Y., YI, Z.: A modified pulse coupled neural network for shortest path computation. J. Comput. Inf. Syst. 6(9), 3095-3102 (2010)
- Deng, Y., Tong, H.: Dynamic shortest path algorithm in stochastic traffic networks using PSO based on fluid neural network. J. Intell. Learn. Syst. Appl. 3, 11-16 (2011)
- White, C., Plotnick, L., Kushma, J., Hiltz, S.R., Turoff, M.: An online social network for emergency management. Int. J. Emerg. Manage. 6(3/4), pp. 369-382 (2009)
- Hobson, J., Cook, S.: Social media for researchers: opportunities and challenges. MAI Review, Issue 3, (2011). http://www.review.mai.ac.nz/index.php/MR/article/view/455
- http://en.wikipedia.org/wiki/Betweenness. Accessed 05 Jan 2012 References 1. Carley, K.: Dynamic network analysis. In: National Research Council Workshop on Social Network Modeling and Analysis, pp. 133-145. The National Academies Press, Washington, DC (2003)
- Subrahmanian, V.S.: Cultural modeling in real time. Science 317, 1509-1510 (2007)
- Richards, W.: Computational Models for Belief Revision, Group Decision-Making and Cultural Shifts. MURI report (2005)
- Bonabeau, E.: Agent-based modeling: methods and techniques for simulating human systems. Proc. Natl. Acad. Sci. USA 99, 7280-7287 (2002)
- Lawrenz, C., Westerhoff, F.: Modeling exchange rate behavior with a genetic algorithm. Comput. Econ. 21, 209-229 (2003)
- Mitchell, T.: Machine Learning. McGraw Hill, New York (1997)
- Osborne, M.J.: An Introduction to Game Theory. Oxford University press, New York (2004)
- Peytonyoung, H.: Strategic Learning and Its limits. Oxford University press, New York (2004)
- Goldberg, D.: Genetic Algorithms in Search, Optimization & Machine Learning. Addison- Wesley, Reading (1989) References
- Ali, S., Maciejewski, A.A., Siegel, H.J., Kim, J.-K.: Definition of a robustness metric for resource allocation. In: IPDPS '03 Proceedings of the 17th International Symposium on Parallel and Distributed Processing, pp. 10+. IEEE Computer Society, Washington, DC (2003)
- Backstrom, L., Huttenlocher, D., Kleinberg, J., Lan, X.: Group formation in large social networks: membership, growth, and evolution. In: Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '06, New York, pp. 44-54. ACM (2006)
- Bagrow, J., Bollt, E.: A local method for detecting communities. Phys. Rev. E 72, 046108 (2005)
- Berger-Wolf, T.Y., Saia, J.: A framework for analysis of dynamic social networks. In: Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '06, New York, pp. 523-528. ACM (2006)
- Bersini, H.: Des réseaux et des sciences -Biologie, informatique, sociologie: l'omniprésence des réseaux. Vuibert Informatique (2005)
- Bertelle, C., Dutot, A., Guinand, F., Olivier, D.: Organization detection using emergent computing. Int. Trans. Syst. Sci. Appl. 2(1), 61-69, 09 (2006)
- Centola, D.M., Macy, M.W., Eguíluz, V.M.: Cascade dynamics of multiplex propagation. In: Garrido, P., Maroo, J., Muñoz, M.A. (eds.) Modeling Cooperative Behavior in the Social Sciences. Volume 779 of American Institute of Physics Conference Series, Granada, pp. 200- 200. American Institute of Physics, Melville, July 2005
- Cisco. Cisco visual networking index: global mobile data traffic forecast update, 2009-2014, Feb 2010
- Clauset, A., Newman, M.E.J., Moore, C.: Finding community structure in very large networks. Phys. Rev. E 70, 066111 (2004)
- Coleman, J.S.: Social capital in the creation of human capital. Am. J. Sociol. 94, S95-S120 (1988)
- Danon, L., Duch, J., Diaz-Guilera, A., Arenas, A.: Comparing community structure identifica- tion. J. Stat. Mech. 2005, P09008 (2005)
- Donetti, L., Munoz, M.A.: Detecting network communities: a new systematic and efficient algorithm. J. Stat. Mech. 2005, P10012 (2004)
- Duch, J., Arenas, A.: Community detection in complex networks using extremal optimization. Phys. Rev. E 72, 027104 (2005)
- Dutot, A., Guinand, F., Olivier, D., Pigné, Y.: GraphStream: a Tool for bridging the gap between Complex Systems and Dynamic Graphs. In: Emergent Properties in Natural and Artificial Complex Systems. Satellite Conference within the 4th European Conference on Complex Systems (ECCS'2007), Dresden Allemagne, Oct 2007 ANR SARAH
- Gerharz, M., de Waal, C., Frank, M., Martini, P.: Link stability in mobile wireless ad hoc networks. In: Local Computer Networks, Annual IEEE Conference on, Tampa, p. 30 (2002)
- Girvan, M., Newman, M.E.J.: Community structure in social and biological networks. Proc. Natl. Acad. Sci. USA 99, 7821-7826 (2002)
- Granovetter, M.S.: The strength of weak ties. Am. J. Sociol. 78(6), 1360-1380 (1973)
- Herbiet, G.-J., Bouvry, P.: Urbisim: a framework for simulation of ad hoc networks in realistic urban environment. In: GIIS'09: Proceedings of the Second International Conference on Global Information Infrastructure Symposium, Piscataway, pp. 373-378. IEEE (2009)
- Herbiet, G.-J., Bouvry, P.: SHARC: community-based partitioning for mobile ad hoc networks using neighborhood similarity. In: IEEE WoWMoM 2010 (IEEE WoWMoM 2010), Montreal, June 2010
- Herrmann, K.: Modeling the sociological aspects of mobility in ad hoc networks. In: Proceedings of the 6th ACM International Workshop on Modeling Analysis and Simulation of Wireless and Mobile Systems, San Diego, pp. 128-129 (2003)
- Hogie, L., Guinand, F., Bouvry, P.: A heuristic for efficient broadcasting in the metropolitan ad hoc network. In: Knowledge-Based Intelligent Information and Engineering Systems, Wellington, pp. 727-733 (2004)
- Hogie, L., Bouvry, P., Guinand, F.: An overview of manets simulation. Electron. Notes Theor. Comput. Sci. 150(1), 81-101 (2006). In: Proceedings of the First International Workshop on Methods and Tools for Coordinating Concurrent, Distributed and Mobile Systems (MTCoord 2005), Namur (2005)
- Karrer, B., Levina, E., Newman, M.E.J.: Robustness of community structure in networks. Phys. Rev. E 77, 046119 (2008)
- Lancichinetti, A., Fortunato, S.: Community detection algorithms: a comparative analysis. In: VALUETOOLS '09 Proceedings of the Fourth International ICST Conference on Performance Evaluation Methodologies and Tools. ICST, Brussel, Aug 2009
- Leung, I.X., Hui, P., Lio', P., Crowcroft, J.: Towards real-time community detection in large networks. Phys. Rev. E 79, 066107 (2009)
- Lugano, G., Kyppö, J., Saariluoma, P.: Designing people's interconnections in mobile social networks. In: Proceedings of the First International Conference on Multidisciplinary Informa- tion Sciences and Technologies (InScit), Badajoz, pp. 500-504, 25-27 Oct 2006
- Mcdonald, A.B., Znati, T.: A path availability model for wireless ad-hoc networks. In: Wireless Communications and Networking Conference, (WCNC), pp. 35-40. IEEE, Sept 1999
- Musolesi, M., Mascolo, C.: A community based mobility model for ad hoc network research. In: Proceedings of the 2nd International Workshop on Multi-hop ad hoc Networks: From Theory to Reality, pp. 31-38. ACM, New York (2006)
- Musolesi, M., Hailes, S., Mascolo, C.: An ad hoc mobility model founded on social network theory. In: Proceedings of the 7th ACM International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems, MSWiM '04, New York, pp. 20-24. ACM (2004)
- Newman, M.E.J., Girvan, M.: Finding and evaluating community structure in networks. Phys. Rev. E 69, 026113 (2004)
- Pigné, Y.: Modélisation et traitement décentralisé des graphes dynamiques: Application aux réseaux mobiles ad hoc. PhD thesis, Université du Havre (2008)
- Raghavan, U.N., Albert, R., Kumara, S.: Near linear time algorithm to detect community structures in large-scale networks. Phys. Rev. E 76, 036106 (2007)
- Rosvall, M., Bergstrom, C.T.: Maps of random walks on complex networks reveal community structure. Proc. Natl. Acad. Sci. USA 105(4), 1118-1123, 01 (2008)
- Tantipathananandh, C., Berger-Wolf, T., Kempe, D.: A framework for community identification in dynamic social networks. In: Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '07, New York, pp. 717-726. ACM (2007)
- Tian, J., Chen, D., Fu, Y.: A new local algorithm for detecting communities in networks. Education Technology and Computer Science, International Workshop on, vol. 2, Wuhan, pp. 721-724 (2009)
- Wan, Y., Chen, D., Fu, Y.: A new efficient algorithm for detecting communities in complex networks. In: Network and Parallel Computing Workshops, IFIP International Conference on, Shanghai, pp. 281-286 (2008)
- Wang, X., Chen, G., Lu, H.: A very fast algorithm for detecting community structures in complex networks. Phys. A 384(2), 667-674 (2007)
- Yang, B., Liu, J., Liu, D.: An autonomy-oriented computing approach to community mining in distributed and dynamic networks. Auton. Agents Multi-Agent Syst. 20(2), 123-157 (2010)
- Zachary, W.W.: An information flow model for conflict and fission in small groups. J. Anthro- pol. Res. 33(4), 452-473 (1977) References
- da Fontura Costa, L., Oliveira Jr., O.N., Travieso, G., Rodrigues, F.A., Villas Boas, P.R., Antiqueira, L., Viana, M.P., da Rocha, L.E.C.: Analyzing and modeling real-world phenom- ena with complex networks: a survey of applications. Adv. Phys. 60(3), 329-412 (2011). doi:10.1080/00018732.2011.572452
- Freeman, L.C.: The Development of Social Network Analysis: A Study in the Sociology of Science. Empirical Press, New York (2004)
- Fortunato, S.: Community detection in graphs. Phys. Rep. 486(3-5), 75-174 (2010). doi:DOI 10.1016/j.physrep. 2009.11.002
- Newman, M.E.J., Girvan, M.: Finding and evaluating community structure in networks. Phys. Rev. E 69(2), 026113 (2004). doi:Artn 026113 Doi 10.1103/Physreve.69.026113
- Lancichinetti, A., Kivelä, M., Saramäki, J., Fortunato, S.: Characterizing the community structure of complex networks. PLoS One 5(8), e11976 (2010)
- Lancichinetti, A., Fortunato, S.: Community detection algorithms: a comparative analysis. Phys. Rev. E 80(5), 056117 (2009)
- Labatut, V., Balasque, J.-M.: Business-oriented analysis of a social network of University Students. In: Proceeding of the International Conference on Advances in Social Networks Analysis and Mining, Odense, pp. 25-32 (2010)
- Porter, M.A., Onnela, J.-P., Mucha, P.J.: Communities in networks. Not. Am. Math. Soc. 56, 1082 (2009)
- Danon, L., Duch, J., Arenas, A., Díaz-Guilera, A.: Community structure identification. In: Large Scale Structure and Dynamics of Complex Networks: From Information Technology to Finance and Natural Science, pp. 93-113. World Scientific, Singapore (2007)
- Reichardt, J., Bornholdt, S.: Statistical mechanics of community detection. Phys. Rev. E 74(1), 016110 (2006)
- Newman, M.E.J.: Detecting community structure in networks. Eur. Phys. J. B 38(2), 321-330 (2004). http://www.springerlink.com/content/5gtdacx17bqv6cdc/
- Mancoridis, S., Mitchell, B.S., Rorres, C., Chen, Y., Gansner, E.R.: Using automatic clustering to produce high-level system organizations of source code. Paper presented at the 6th international workshop on program comprehension, Washington, DC (1998)
- Radicchi, F., Castellano, C., Cecconi, F., Loreto, V., Parisi, D.: Defining and identifying communities in networks. Proc. Natl. Acad. Sci. USA 101(9), 2658-2663 (2004). doi:DOI 10.1073/pnas.0400054101
- Raghavan, U.N., Albert, R., Kumara, S.: Near linear time algorithm to detect community structures in large-scale networks. Phys. Rev. E 76(3), 036106 (2007)
- Leskovec, J., Lang, K.J., Dasgupta, A., Mahoney, M.W.: Statistical properties of community structure in large social and information networks. In: Proceeding of the 17th International Conference on World Wide Web, Beijing, pp. 695-704 (2008)
- Donetti, L., Munoz, M.A.: Detecting network communities: a new systematic and efficient algorithm. J. Stat. Mech. (10), P10012 (2004). doi:10.1088/1742-5468/2004/10/P10012
- Newman, M.E.J.: Finding community structure in networks using the eigenvectors of matrices. Phys. Rev. E 74(3), 036104 (2006)
- Lambiotte, R., Delvenne, J.-C., Barahona, M.: Laplacian dynamics and multiscale modular structure in networks. arXiv:0812.1770v3 [physics.soc-ph] (2009)
- Clauset, A., Newman, M.E.J., Moore, C.: Finding community structure in very large networks. Phys. Rev. E 70(6), 066111 (2004)
- Schuetz, P., Caflisch, A.: Efficient modularity optimization by multistep greedy algorithm and vertex mover refinement. Phys. Rev. E 77(4), 046112 (2008)
- Blondel, V.D., Guillaume, J.-L., Lambiotte, R., Lefebvre, E.: Fast unfolding of communities in large networks. J. Stat. Mech. 10, P10008 (2008)
- Wakita, K., Tsurumi, T.: Finding community structure in mega-scale social networks. arXiv:cs/0702048v1 [cs.CY] (2007)
- Guimerà, R., Sales-Pardo, M., Amaral, L.A.N.: Modularity from fluctuations in random graphs and complex networks. Phys. Rev. E 70(2), 025101 (2004)
- Agarwal, G., Kempe, D.: Modularity-maximizing graph communities via mathematical pro- gramming. Eur. Phys. J. B 66(3), 409-418 (2008)
- Fortunato, S., Barthelemy, M.: Resolution limit in community detection. Proc. Natl. Acad. Sci. USA 104(1), 36-41 (2007)
- Gleich, D.: Hierarchical Directed Spectral Graph Partitioning. Information Networks, Stanford University (2006)
- Newman, M.E.J.: Analysis of weighted networks. Phys. Rev. E 70(5), 056131 (2004). doi:Artn 056131 Doi 10.1103/Physreve.70.056131
- Leicht, E.A., Newman, M.E.J.: Community structure in directed networks. Phys. Rev. Lett. 100(11), 118703 (2008)
- Hanneman, R.A., Riddle, M.: Introduction to Social Network Methods. University of Califor- nia, Riverside (2005). Available at http://faculty.ucr.edu/ hanneman
- Luce, R.D.: Connectivity and generalized cliques in sociometric group structure. Psychome- trika 15(2), 169-190 (1950)
- Seidman, S.B.: Network structure and minimum degree. Soc. Netw. 5(3), 269-287 (1983)
- Seidman, S.B., Foster, B.L.: A graph theoretic generalization of the clique concept. J. Math. Sociol. 6, 139-154 (1978)
- Mokken, R.J.: Cliques, clubs and clans. Qual. Quant. 13, 161-173 (1979)
- Palla, G., Farkas, I.J., Pollner, P., Derenyi, I., Vicsek, T.: Directed network mod- ules. New J. Phys. 9, 186 (2007). doi:Artn 186 Doi 10.1088/1367-2630/9/6/186 Doi 10.1088/1367-2630/9/6/186 Pii S1367-2630(07)44249-5
- Fouss, F., Pirotte, A., Renders, J.-M., Saerens, M.: Random-walk computation of similarities between nodes of a graph with application to collaborative recommendation. IEEE Trans. Knowl. Data Eng. 19(3), 355-369 (2007)
- Gan, G., Ma, C., Wu, J.: Data Clustering: Theory, Algorithms, and Applications. ASA-SIAM Series on Statistics and Applied Probability. Society for Industrial and Applied Mathematics, Philadelphia (2007)
- Kaufman, L., Rousseeuw, P.J.: Finding Groups in Data: An Introduction to Cluster Analysis. Wiley, New York (1990)
- Jaccard, P.: Étude comparative de la distribution florale dans une portion des Alpes et des Jura. Bulletin de la Société Vaudoise des Sciences Naturelles 37, 547-579 (1901)
- Guimerà, R., Amaral, L.A.N.: Functional cartography of complex metabolic networks. Nature 433, 895-900 (2005)
- Zhou, H.: Network landscape from a Brownian particle's perspective. Phys. Rev. E 67(4), 041908 (2003)
- Saerens, M., Fouss, F., Yen, L., Dupont, P.: The principal component analysis of a graph and its relationships to spectral clustering. In: European Conference on Machine Learning, Pisa, 2004
- Pons, P., Latapy, M.: Computing communities in large networks using random walks. Lect. Notes Comput. Sci. 3733, 284-293 (2005)
- Tong, H., Faloutsos, C., Pan, J.-Y.: Random walk with restart: fast solutions and applications. Knowl. Inf. Syst. 14(3), 327-346 (2008)
- Handcock, M.S., Raftery, A.E., Tantrum, J.M.: Model-based clustering for social networks. J. Roy. Stat. Soc. A 170, 301-322 (2007)
- Tyler, R., Wilkinson, D.M., Huberman, B.A.: Email as spectroscopy: automated discovery of community structure within organizations. In: Deventer, B.V. (ed.) Communities and Technologies, pp. 81-96. Kluwer, Dordrecht (2003)
- Rosvall, M., Bergstrom, C.T.: Mapping change in large networks. PLoS One 5(1), e8694 (2010). doi:Artn E8694 Doi 10.1371/Journal.Pone.0008694
- Bianconi, G., Pin, P., Marsili, M.: Assessing the relevance of node features for network structure. Proc. Natl. Acad. Sci. USA 106(28), 11433-11438 (2009)
- Witten, I.H., Frank, E.: Data Mining: Practical Machine Learning Tools and Techniques. Data Management Systems, 2nd edn. Morgan Kaufmann, Amsterdam (2005) References
- Anghel, M., Toroczkai, Z., Bassler, K.E., Korniss, G.: Competition-driven network dynamics: emergence of a scale-free leadership structure and collective efficiency. Phys. Rev. Lett. 92, 058701 (2004)
- Arenas, A., Díaz-Guilera, A., Kurths, J., Moreno, Y., Zhou, C.: Synchronization in complex networks. Phys. Rep. 469, 93-153 (2008)
- Barabási, A.L., Albert, R.: Emergence of scaling in random networks. Science 286, 509-512 (1999)
- Bollobás, B., Riordan, O.: Mathematical results on scale-free random graphs. In: Handbook of Graphs and Networks, pp. 1-34. Wiley, Weinheim (2005)
- Bu, T., Towsley, D.: On distinguishing between internet power law topology generators. In: IEEE Infocom: The 21st Annual Joint Conference of the IEEE Computer and Communications Societies in New York, NY, USA. IEEE Computer Society, Los Alamitos (2002)
- Bustos, J., Bersano, N., Schaeffer, S., Piquer, J., Iosup, A., Ciuffoletti, A.: Estimating the size of peer-to-peer networks using lamberts's w function. In: Golatch, S., Fragopoulou, P., Priol, T. (eds.) Grid Computing -Achievements and Prospects, pp. 61-72. Springer, New York (2008)
- Catanzaro, M., Caldarelli, G., Pietronero, L.: Assortative model for social networks. Phys. Rev. E 70(3), 037101 (2004)
- Dell'Amico, M., Roudier, Y.: A measurement of mixing time in social networks. In: Proceedings of the Fifth International Workshop on Security and Trust Management, Saint Malo, France (2009)
- Diestel, R.: Graph Theory. Graduate Texts in Mathematics, vol. 173, 4th edn. Springer, Heidelberg (2010)
- Dorogovtsev, S.N., Mendes, J.F.F.: Evolution of networks. Adv. Phys. 51(4), 1079-1187 (2002)
- Du, H., Feldman, M.W., Li, S., Jin, X.: An algorithm for detecting community structure of social networks based on prior knowledge and modularity. Complexity 12(3), 53-60 (2007)
- Eguíluz, V.M., Zimmermann, M., Cela-Conde, C., San Miguel, M.: Cooperation and the emergence of role differentiation in the dynamics of social networks. Am. J. Sociol. 110, 977-1008 (2005)
- Eubank, S., Vullikanti, A., Khan, M., Marathe, M., Barrett, C.: Beyond degree distributions: local to global structure of social contact graphs. In: Chai, S.-K., Salerno, J., Mabry, P.L. (eds.) Advances in Social Computing. Lecture Notes in Computer Science, vol. 6007 (2010). http:// www.springer.com/computer/general+issues/book/978-3-642-12078-7
- Franks, D.W., Noble, J., Kaufmann, P., Stagl, S.: Extremism propagation in social networks with hubs. Adapt. Behav. 16(4), 264-274 (2008)
- Freeman, L.C.: A set of measures of centrality based upon betweenness. Sociometry 40(1), 35-41 (1977)
- Girvan, M., Newman, M.E.J.: Community structure in social and biological networks. Proc. Natl. Acad. Sci. USA 99(12), 7821-7826 (2002)
- Gjoka, M., Kurant, M., Butts, C.T., Markopoulou, A.: Walking in facebook: a case study of unbiased sampling of osns. In: Proceedins of the IEEE INFOCOM, p. 9. IEEE (2010)
- Goldenberg, A., Zheng, A.X., Fienberg, S.E., Airoldi, E.M.: A survey of statistical network models. Found. Trends Mach. Learn. 2(2), 117 (2009)
- Holten, D., van Wijk, J.J.: A user study on visualizing directed edges in graphs. In: Proceedings of the 27th International Conference on Human Factors in Computing Systems, pp. 2299-2308. ACM, New York (2009)
- Kim, H.J., Kim, J.M.: Cyclic topology in complex network. Phys. Rev. E 72(3), 036109 (2005)
- Latora, V., Marchiori, M.: Efficient behavior of small-world networks. Phys. Rev. Lett. 87(19), 198701 (2001)
- Leskovec, J., Kleinberg, J., Faloutsos, C.: Graphs over time: densification laws, shrinking diameters and possible explanations. In: Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 251-262. ACM, New York (2005)
- Leskovec, J., Lang, K.J., Dasgupta, A., Mahoney, M.W.: Statistical properties of community structure in large social and information networks. In: Proceedings of the 17th International Conference on World Wide Web. ACM, New York (2008)
- Liljeros, F., Edling, C.R., Amaral, L.A.N., Stanley, H.E., Aberg, Y.: The web of human sexual contacts. Nature 411, 907-908 (2001)
- Mohaisen, A., Yun, A., Kim, Y.: Measuring the mixing time of social graphs. In: Proceedings of the 10th Annual Conference on Internet Measurement, pp. 383-389. ACM, New York (2010)
- Moore, C., Newman, M.E.J.: Epidemics and percolation in small-world networks. Phys. Rev. E 61(5), 5678-5682 (2000)
- Newman, M.E.J.: Scientific collaboration networks: I. Network construction and fundamental results. Phys. Rev. E 64(1), 016131 (2001)
- Newman, M.E.: Assortative mixing in networks. Phys. Rev. Lett. 89, 208701 (2002)
- Newman, M.: The structure and function of complex networks. SIAM Rev. 45(2), 167-256 (2003)
- Newman, M.E.J.: Detecting community structure in networks. Eur. Phys. J. B 38(2), 321-330 (2004)
- Newman, M.E.J., Girvan, M.: Mixing patterns and community structure in networks. In: Pastor-Satorras, R., Rubi, M., Diaz-Guilera, A. (eds.) Statistical Mechanics of Complex Networks, Lecture Notes in Physics, vol. 625, pp. 66-87. Springer, Berlin (2003)
- Newman, M., Strogatz, S., Watts, D.: Random graph models of social networks. Proc. Natl. Acad. Sci. USA 99, 2566-2572 (2002)
- Rong, Z., Yang, H.X., Wang, W.X.: Effect of clustering coefficient on cooperation in scale-free public goods game. In: Proceedings of 2010 IEEE International Symposium on Circuits and Systems, pp. 405-408. IEEE (2010)
- Schaeffer, S.E.: Graph clustering. Comput. Sci. Rev. 1(1), 27-64 (2007)
- Schank, T.: Algorithmic aspects of triangle-based network analysis. Ph.D. thesis, Universität Fridericiana zu Karlsruhe (2007)
- Shannon, C.: A mathematical theory of communication. Bell Syst. Tech. J. 27, 379-423/ 623-656 (1948)
- Stephen, A.T., Toubia, O.: Explaining the power-law degree distribution in a social commerce network. Soc. Netw. 31(4), 262-270 (2009)
- Toivonen, R., Onnela, J.P., Saramäki, J., Hyvönen, J., Kaski, K.: A model for social networks. Physica A 371, 851-860 (2006)
- Virtanen, S.E.: Properties of nonuniform random graph models. In: Research Report A77, Helsinki University of Technology, Laboratory for Theoretical Computer Science, Espoo (2003)
- Vullikanti, A., Eubank, S., Kumar, V.A., Marathe, M., Srinivasan, A., Wang, N.: Structure of social contact networks, and their impact on epidemics. In: AMS-DIMACS Special Issue on Epidemiology, pp. 181-213. AMS (2006)
- Wang, B., Tang, H., Guo, C., Xiu, Z.: Entropy optimization of scale-free networks robustness to random failures. Physica A 363(2), 591-596 (2006)
- Watts, D.J.: Small Worlds. Princeton University Press, Princeton (1999)
- Watts, D., Strogatz, S.: Collective dynamics of 'small world' networks. Nature 393, 440-442 (1998)
- White, D.R., Houseman, M.: The navigability of strong ties: small worlds, tie strength, and network topology. Complexity 8(1), 72-81 (2002)
- Wu, Y., Yang, Y., Wu, H., Wang, G.: Modeling and simulation on information propagation on instant messaging network based on two-layer scale-free networks with tunable clustering. In: IEEE International Conference on Systems, Man and Cybernetics, San Antonio, TX, USA, pp. 5184-5188 (2009)
- Wua, X., Liu, Z.: How community structure influences epidemic spread in social networks. Phys. A 387(2-3), 623-630 (2008)
- Zhou, S., Cox, I., Hansen, L.K.: Second-order assortative mixing in social networks. Techical Report 0903.0687, arXiv.org (2009) References
- Adamic, L., Adar, E.: How to search a social network. Soc. Netw. 27(3), 187-203 (2005)
- Ahuja, G.: Collaboration networks, structural holes, and innovation: a longitudinal study. Adm. Sci. Q. 45(3), 425-455 (2000)
- Albert, R.: Jeong, H., Barabási, A.L.: The diameter of the world wide web. Arxiv preprint cond-mat/9907038 (1999)
- Albert, R., Albert, I., Nakarado, G.L.: Structural vulnerability of the North American power grid. Phys. Rev. E. 69(2), 25103 (2004)
- Arasu, A., Novak, J., Tomkins, A., Tomlin, J.: PageRank computation and the structure of the web: experiments and algorithms. In: Proceedings of the Eleventh International World Wide Web Conference, Poster Track, pp. 107-117. Citeseer, Honolulu (2002)
- Arquilla, J., Ronfeldt, D., Zanini, M., Naval Postgraduate School Monterey CA Graduate School of Operational, and Information Sciences: Networks, Netwar, and Information-Age Terrorism. Defense Technical Information Center, Fort Belvoir (1999)
- Baldi, P., Frasconi, P., Smyth, P.: Modeling the Internet and the Web: Probabilistic Methods and Algorithms. Wiley, Chichester/Hoboken (2003)
- Barabasi, A.L., Albert, R.: Emergence of scaling in random networks. Science 286(5439), 509 (1999)
- Barabasi, A.L., Jeong, H., Néda, Z., Ravasz, E., Schubert, A., Vicsek, T.: Evolution of the social network of scientific collaborations. Phys. A Stat. Mech. Appl. 311(3-4), 590-614 (2002)
- Barla, P., Constantatos, C.: Airline network structure under demand uncertainty. Transp. Res. E Logist. Transp. Rev. 36(3), 173-180 (2000)
- Batagelj, V., Mrvar, A.: Pajek-program for large network analysis. Connections 21(2), 47-57 (1998)
- Batagelj, V., Mrvar, A.: Pajek analysis and visualization of large networks. In: Mutzel, P., Jünger, M., Leipert, S. (eds.) Graph Drawing, pp. 8-11. Springer, Berlin (2002)
- Bjorneborn, L., Danmarks biblioteksskole: Small-World Link Structures Across an Academic Web Space: a Library and Information Science Approach. Department of Information Studies, Royal School of Library and Information Science, Copenhagen (2004)
- Bjorneborn, L.: 'Mini small worlds' of shortest link paths crossing domain boundaries in an academic Web space. Scientometrics 68(3), 395-414 (2006)
- Boyd, D.M., Ellison, N.B.: Social network sites: definition, history, and scholarship. J Comput. Mediat. Commun. 13(1), 210-230 (2008)
- Broder, A., Kumar, R., Maghoul, F., Raghavan, P., Rajagopalan, S., Stata, R., Tomkins, A., Wiener, J.: Graph structure in the web. Comput. Netw. 33(1-6), 309-320 (2000)
- Caldarelli, G., Marchetti, R., Pietronero, L.: The fractal properties of internet. EPL (Europhys. Lett.) 52, 386 (2000)
- Chassin, D.P., Posse, C.: Evaluating North American electric grid reliability using the Barabasi-albert network model. Phys. A Stat. Mech. Appl. 355(2-4), 667-677 (2005)
- Cowan, R., Jonard, N.: Network structure and the diffusion of knowledge. J. Econ. Dyn. Control 28(8), 1557-1575 (2004)
- Dill, S., Kumar, R., McCurley, K.S., Rajagopalan, S., Sivakumar, D., Tomkins, A.: Self- similarity in the web. ACM Trans. Internet Technol. (TOIT) 2(3), 205-223 (2002)
- Dombroski, M., Carley, K.M.: NETEST: estimating a terrorist networks structure. In: CASOS Conference Proceedings, Pittsburgh, p. 2 (2002)
- Donato, D., Leonardi, S., Millozzi, S., Tsaparas, P.: Mining the inner structure of the web graph. J. Phys. A Math. Theor. 41, 224017 (2008)
- Dunne, J.A.: The network structure of food webs. Ecol. Netw. Link. Struct. Dyn. Food Webs. pp. 27-86 (2006)
- Dunne, J.A., Williams, R.J., Martinez, N.D.: Network structure and robustness of marine food webs. Mar. Ecol. Prog. Ser. 273, 291-302 (2004)
- Easley, D., Kleinberg, J.: Networks, Crowds, and Markets: Reasoning About a Highly Connected World. Cambridge University Press, New York (2010)
- Erdos, P., Renyi, A.: On random graphs I. Publ. Math. Debr. 6(290-297), 156 (1959)
- Erdos, P., Rényi, A.: On the Evolution of Random Graphs. Publication of the Mathematical Institute of the Hungarian Academy of Sciences, Citeseer (1960)
- Gastner, M.T., Newman, M.E.J.: The spatial structure of networks. Eur. Phys. J. B-Condens. Matter Complex Syst. 49(2), 247-252 (2006)
- Girvan, M., Newman, M.E.J.: Community structure in social and biological networks. Proc. Natl. Acad. Sci. USA 99(12), 7821 (2002)
- Gross, T., DLima, C.J.D., Blasius, B.: Epidemic dynamics on an adaptive network. Phys. Rev. Lett. 96(20), 208701 (2006)
- Hirate, Y., Kato, S., Yamana, H.: Web structure in 2005. In: W. Aiello et al. (eds.): WAW 2006, LNCS 4936, pp. 36-46. Springer, Berlin/Heidelberg (2008)
- Kinney, R., Crucitti, P., Albert, R., Latora, V.: Modeling cascading failures in the North American power grid. Eur. Phys. J. B-Condens. Matter Complex Syst. 46(1), 101-107 (2005)
- Krebs, V.E.: Mapping networks of terrorist cells. Connections 24(3), 43-52 (2002)
- Kumar, R., Raghavan, P., Rajagopalan, S., Sivakumar, D., Tomkins, A., Upfal, E.: Stochastic models for the web graph. In: Foundations of Computer Science, 2000. Proceedings. 41st Annual Symposium on, pp. 57-65. IEEE, Los Alamitos (2002)
- Kumar, R., Raghavan, P., Rajagopalan, S., Tomkins, A.: The web and social networks. IEEE Comput. 35(11), 32-36 (2002)
- May, R.M.: Network structure and the biology of populations. Trends Ecol. Evol. 21(7), 394-399 (2006)
- May, R.M., Lloyd, A.L.: Infection dynamics on scale-free networks. Phys. Rev. E 64(6), 66112 (2001)
- Meyers, L.A., Pourbohloul, B., Newman, M.E.J., Skowronski, D.M., Brunham, R.C.: Network theory and SARS: predicting outbreak diversity. J. Theor. Biol. 232(1), 71-81 (2005)
- Newman, M.E.J.: Scientific collaboration networks. II. Shortest paths, weighted networks, and centrality. Phys. Rev. E 64(1), 16132 (2001)
- Newman, M.E.J.: The structure of scientific collaboration networks. Proc. Natl. Acad. Sci. USA 98(2), 404 (2001)
- Newman, M.E.J.: Spread of epidemic disease on networks. Phys. Rev. E 66(1), 16128 (2002)
- Newman, M.E.J.: The structure and function of complex networks. Arxiv preprint cond- mat/0303516 (2003)
- Newman, M.E.J., Girvan, M.: Finding and evaluating community structure in networks. Phys. Rev. E 69(2), 26113 (2004)
- Newman, M.E.J., Forrest, S., Balthrop, J.: Email networks and the spread of computer viruses. Phys. Rev. E. 66(3), 35101 (2002)
- Nooy, W., Mrvar, A., Batagelj, V.: Exploratory social network analysis with Pajek. Cambridge University Press, New York (2005)
- Porter, M.A., Onnela, J.P., Mucha, P.J.: Communities in networks. Not. Am. Math. Soc. 56(9), 1082-1097 (2009)
- Ressler, S.: Social network analysis as an approach to combat terrorism: past, present, and future research. Homel. Secur. Aff. 2(2), 1-10 (2006)
- Rothenberg, R.: From whole cloth: making up the terrorist network. New York Times. Connections 24(3), 36-42 (2002)
- Siganos, G., Tauro, S.L., Faloutsos, M.: Jellyfish: a conceptual model for the as internet topology. J. Commun. Netw. 8(3), 339 (2006)
- Song, C., Havlin, S., Makse, H.A.: Self-similarity of complex networks. Nature 433(7024), 392-395 (2005)
- Tanaka, R., Csete, M., Doyle, J.: Highly optimised global organisation of metabolic networks. IEE Proc. Syst. Biol. 152(4), 179-184 (2005)
- Tu, Y.: How robust is the internet. Nature 406(6794), 353-354 (2000)
- Vazquez, A., Pastor-Satorras, R., Vespignani, A.: Large-scale topological and dynamical properties of the internet. Phys. Rev. E 65(6), 66130 (2002)
- Watts, D.J., Strogatz, S.H.: Collective dynamics of small-world networks. Nature 393(6684), 440-442 (1998)
- White, J.G., Southgate, E., Thomson, J.N., Brenner, S.: The structure of the nervous system of the nematode Caenorhabditis elegans. Philos. Trans. R. Soc. Lond. B Biol. Sci. 314(1165), 1 (1986)
- Yerra, B.M., Levinson, D.M.: The emergence of hierarchy in transportation networks. Ann Reg. Sci. 39(3), 541-553 (2005)
- Zegura, E.W., Calvert, K.L., Donahoo, M.J.: A quantitative comparison of graph-based models for internet topology. IEEE/ACM Trans. Netw. (TON) 5(6), 770-783 (1997)
- Zhang, J., Ackerman, M.S., Adamic, L.: Expertise networks in online communities: structure and algorithms. In: Proceedings of the 16th international conference on World Wide Web, p. 230. ACM Press, New York (2007)
- Zhao, L., Lai, Y.C., Park, K., Ye, N.: Onset of traffic congestion in complex networks. Phys. Rev. E 71(2), 26125 (2005) References
- Amaral, L.A.N., Scala, A., Barthelemy, M., Stanley, H.E.: Classes of small-world networks. Proc. Natl. Acad. Sci. USA 97(21), 11149-11152 (2000)
- Anderson, D.P.: BOINC: a system for public-resource computing and storage. In: Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing, pp. 4-10. IEEE Computer Society (2004)
- Anderson, D.P., Cobb, J., Korpela, E., Lebofsky, M., Werthimer, D.: SETI@ home: an experiment in public-resource computing. Commun. ACM 45(11), 56-61 (2002)
- Androutsellis-Theotokis, S., Spinellis, D.: A survey of peer-to-peer content distribution technologies. ACM Comput. Surv. 36(4), 335-371 (2004)
- Armbrust, M., Fox, A., Griffith, R., Joseph, A.D., Katz, R.H., Konwinski, A., Lee, G., Patterson, D.A., Rabkin, A., Stoica, I. et al.: A view of cloud computing. Commun. ACM 53(4), 50-58 (2010)
- Backstrom, L.: Group formation in large social networks: membership, growth, and evolution. In: In KDD '06: Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 44-54. ACM (2006)
- Boldrin, F., Taddia, C. and Mazzini G.: Distributed computing through web browser. In: 2007 IEEE 66th Vehicular Technology Conference, VTC-2007 Fall, pp. 2020-2024 (2007)
- Chard, K., Caton, S., Rana, O., Bubendorfer, K.: Social cloud: cloud computing in social networks. In: 2010 IEEE 3rd International Conference on Cloud Computing, pp. 99-106. IEEE (2010)
- Crane, D., Pascarello, E., James, D.: Ajax in Action. Manning Publications Co., Greenwich (2005)
- Crespo, A., Garcia-Molina, H.: Routing indices for peer-to-peer systems. In: International Conference on Distributed Computing Systems, vol. 22, pp. 23-34. IEEE Computer Society (1999, 2002)
- Dean, J. and Ghemawat, S.: MapReduce: simplified data processing on large clusters. Commun. ACM 51(1), 107-113 (2008)
- Fielding, R.T., Taylor, R.N.: Principled design of the modern web architecture. ACM Trans. Internet Tech. 2(2), 115-150 (2002)
- Figueiredo, R.J., Boykin, P., Juste, P. and Wolinsky, D.: Integrating overlay and social networks for seamless p2p networking. In: 2008 IEEE 17th Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE'08), pp. 93-98. IEEE (2008)
- Foster, I., Kesselman, C., Nick, J.M., Tuecke, S.: Grid services for distributed system integration. IEEE Computer 35(6), 37-46 (2002)
- Goodman, D.: Dynamic HTML: The Definitive Reference. O'Reilly and Associates, Inc., Sebastopol (1998)
- Knutsson, B., Lu, H., Xu, W., Hopkins, B.: Peer-to-peer support for massively multiplayer games. In: IEEE INFOCOM, vol. 1, pp. 96-107. IEEE (2004)
- Larson, S.M., Snow, D., Shirts, M., Pande Vijay, S.: Folding@home and genome@home: using distributed computing to tackle previously intractable problems in computational biology. Arxiv preprint arXiv:0901.0866 (2009)
- Liang, J., Kumar, R., Ross, K.W.: Understanding kazaa. Manuscript, Polytechnic University (2004)
- Liu, L., Antonopoulos, N., Mackin, S.: Social peer-to-peer for resource discovery. In: Parallel, Distributed and Network-Based Processing, 2007. PDP'07. 15th EUROMICRO International Conference on, pp. 459-466. IEEE (2007)
- Lv, Q., Cao, P., Cohen, E., Li, K., Shenker, S.: Search and replication in unstructured peer-to- peer networks. In: Proceedings of the 16th International Conference on Supercomputing, pp. 84-95. ACM, New York (2002)
- Manku, G.S.: Routing networks for distributed hash tables. In: Proceedings of the 22nd Annual Symposium on Principles of Distributed Computing, pp. 133-142. ACM, New York (2003)
- Maymounkov, P., Mazieres, D.: Kademlia: a peer-to-peer information system based on the xor metric. In: Proceedings of IPTPS02, Cambridge, vol. 1, pp. 53-65 (2002)
- Mislove, A., Gummadi, K.P., Druschel, P.: Exploiting social networks for internet search. Proceedings of the 5th Workshop on Hot Topics in Networks (HotNets-V), Irvine, CA, pp. 79-84 (2006)
- Mowbray, M., Brasileiro, F., Andrade, N., Santana, J.: A reciprocation-based economy for multiple services in peer-to-peer grids. In: Peer-to-Peer Computing, 2006. P2P 2006. 6th IEEE International Conference on, pp. 193-202. IEEE (2006)
- O'Connor, A., Brady, C., Byrne, P., Olivré, A.: Characterising the eDonkey peer-to-peer file sharing network. In: Techical Reports, Computer Science Department, Trinity College Dublin (2004)
- Papadakis, C., Fragopoulou, P., Markatos, E., Athanasopoulos, E., Dikaiakos, M., Labrinidis, A.: A feedback-based approach to reduce duplicate messages in unstructured peer-to-peer networks. Integrated Workshop on GRID Research, pp. 103-118 (2005)
- Ratnasamy, S., Francis, P., Handley, M., Karp, R., Schenker, S.: A scalable content-addressable network. In: Proceedings of the 2001 Conference on Applications, Technologies, Architec- tures, and Protocols for Computer Communications, pp. 161-172. ACM (2001)
- Rodrigues, P.D., Ribeiro, C., Veiga, L.: Incentive mechanisms in peer-to-peer networks. In: 15th IEEE Workshop on Dependable Parallel, Distributed and Network-Centric Systems (DPDNS), 24th IEEE International Parallel and Distributed Processing Symposium (IPDPS 2010). IEEE (2010)
- Rowstron, A., Druschel, P.: Pastry: scalable, decentralized object location, and routing for large-scale peer-to-peer systems. In: Middleware 2001, pp. 329-350. Springer (2001)
- Scott, J.: Social network analysis. Sociology 22(1), 109 (1988)
- Shostak, S.: Sharing the Universe-Perspectives on Extraterrestrial Life. Berkeley Hills Books, Berkeley (1998)
- Silva, J., Veiga, L., Ferreira, P.: Nuboinc: Boinc extensions for community cycle sharing. In Proceedings of the 2008 Second IEEE International Conference on Self-Adaptive and Self-Organizing SystemsWorkshops (SASOW'08), Washington, DC, USA, IEEE Computer Society, pp. 248-253 (2008)
- Silva, J.N., Ferreira, P., Veiga, L.: Service and resource discovery in cycle-sharing environ- ments with a utility algebra. In: Parallel and Distributed Processing (IPDPS), 2010 IEEE International Symposium on, pp. 1-11. IEEE (2010)
- Stainforth, D., Kettleborough, J., Martin, A., Simpson, A., Gillis, R., Akkas, A., Gault, R., Collins, M., Gavaghan, D., Allen, M.: Climateprediction. net: Design principles for public- resource modeling research. In Proceedings of the 14th IASTED International Conference on Parallel and Distributed Computing Systems, ACTA Press, Calgary, pp. 32-38 (2002)
- Stoica, I., Morris, R., Karger, D., Kaashoek, M.F., Balakrishnan, H.: Chord: a scalable peer- to-peer lookup service for internet applications. In: Proceedings of the 2001 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, pp. 149-160. ACM (2001)
- Trunfio, P., Talia, D., Papadakis, H., Fragopoulou, P., Mordacchini, M., Pennanen, M., Popov, K., Vlassov, V., Haridi, S.: Peer-to-peer resource discovery in Grids: models and systems. Future Gener. Comput. Syst. 23(7), 864-878 (2007)
- Tsoumakos, D., Roussopoulos, N.: A comparison of peer-to-peer search methods. In: Proceed- ings of the 6th International Workshop on the Web and Databases, pp. 61-66, Citeseer (2003)
- Veiga, L., Rodrigues, R., Ferreira, P.: GiGi: an Ocean of gridlets on a "Grid-for-the-Masses". In: Proceedings of the 7th IEEE International Symposium on Cluster Computing and the Grid, pp. 783-788. IEEE Computer Society (2007)
- Wilson, C., Boe, B., Sala, A., Puttaswamy, K.P.N., Zhao, B.Y.: User interactions in social networks and their implications. In: Proceedings of the 4th ACM European Conference on Computer Systems, pp. 205-218. ACM (2009) References
- Albert, R., Barabási, A.L.: Emergence of scaling in random networks. Science 286, 509-512 (1999)
- Albert, R., Barabási, A.L., Jeong, H.: Mean-field theory for scale-free random networks. Physica A 272, 173-187 (1999). doi:10.1016/S0378-4371(99)00291-5
- Barabási, A.L., Bonabeau, E.: Scale-free networks. Sci. Am. 288(5), 50-59 (2003)
- Boccaletti, S., Latora, V., Moreno, Y., Chavez, M., Hwang, D.U.: Complex networks: structure and dynamics. Phys. Rep. 424, 175-308 (2006). doi:10.1016/j.physrep.2005.10.009
- Borgatti, S.P., Carley, K.M., Krackhardt, D.: On the robustness of centrality measures under conditions of imperfect data. Soc. Netw. 28(2), 124-136 (2005). doi:10.1016/j.socnet.2005. 05.001
- Clauset, A., Moore, C., Newman, M.E.J.: Hierarchical structure and the prediction of missing links in networks. Nature 453, 98-101 (2008). doi:10.1038/nature06830
- Geng, X., Wang, Y.: Degree correlations in citation networks model with aging. Europhys. Lett. 88, 38002 (2009). doi:10.1209/0295-5075/88/38002
- Gloor, P.A., Niepel, S., Li, Y.: Identifying potential suspects by temporal link analysis. Technical Reports, MIT CCS (2006)
- Gloor, P.A., Zhao, Y.: Tecflow -a temporal communication flow visualizer for social network analysis. In: ACM CSCW Workshop on Social Networks, ACM CSCW Conference (2005)
- Goldenberg, A., Zheng, A.X., Fienberg, S.E., Airoldi, E.M.: A survey of statistical network models. Found. Trends Mach. Learn. 2(2), 1-117 (2009)
- Kashima, H., Abe, N.: A parameterized probabilistic model of network evolution for super- vised link prediction. In: Proceedings of the 6th International Conference on Data Mining, pp. 340-349. IEEE Computer Society (2006). doi:10.1109/ICDM.2006.8
- Klemm, K., Eguiluz, V.M.: Highly clustered scale-free networks. Phys. Rev. E 65(3), 036123 (2002). doi:10.1103/PhysRevE.65.03612
- Krebs, V.E.: Uncloaking terrorist networks. First Monday 7(4) (2002)
- Krebs V., Holley J. : Building Smart Communities through Network Weaving Know the Net. Communities 26(3), 367-368 (1985). doi:10.1080/00420988920080361
- Leskovec, J., Kleinberg, J., Faloutsos, C.: Graphs over time: densification laws, shrinking diameters and possible explanations. In: Proceedings of the 11th ACM SIGKDD international conference on knowledge discovery in data mining, pp. 177-187 (2005). doi:10.1145/1081870. 1081893
- Liben-Nowell, D., Kleinberg, J.: The link-prediction problem for social networks. J. Am. Soc. Inf. Sci. Technol. 58(7), 1019-1031 (2007). doi:10.1002/asi.v58:7
- Milgram, S.: The small world problem. Psychol. Today 2, 60-67 (1967)
- Newman, M.E.J.: The structure and function of complex networks. SIAM Rev. 45(2), 167-256 (2003)
- Ortiz-Arroyo, D., Hussain, D.M.A.: An information theory approach to identify sets of key players. In: Intelligence and Security Informatics, vol. 5376/2008, pp. 15-26. Springer (2008). doi:10.1007/978-3-540-89900-6 5
- Scott, J.: Social Network Analysis: A Handbook, 2nd edn. SAGE, London (2000)
- Strogatz, S.H.: Exploring complex networks. Nature 410, 268-276 (2001). doi:10.1038/ 35065725
- Tang, J., Musolesi, M., Mascolo, C., Latora, V.: Temporal distance metrics for social network analysis. In: WOSN '09: Proceedings of the 2nd ACM Workshop on Online Social Networks, pp. 31-36. ACM, New York (2009). doi:10.1145/1592665.1592674
- Watts, D.J., Strogatz, S.: Collective dynamics of small-world networks. Nature 393, 440-442 (1998). doi:10.1038/30918
- Xiang, E.W.: A survey on link prediction models for social network data. Technical Reports, The Hong Kong University of Science and Technology (2008) References Note: All URLs are valid as at 29/05/2012
- Simon, H.A.: Rational decision-making in business organizations. Am. Econ. Rev. 69, 493- 513 (1979). [Nobel Memorial Lecture, Economic Sciences, Dec. 8, 1978] http://tinyurl.com/ 26bhflq
- Dalmaris, P., Tsui, E., Hall, W.P., Smith, B.: A Framework for the improvement of knowledge- intensive business processes. Bus. Proc. Manag. J. 13(2), 279-305 (2007). http://tinyurl.com/ 82hjze8
- Hall, W.P.: Writing and managing maintenance procedures for a class of warships: A case for structured authoring and content management. Tech. Commun. 48, 235-247 (2001). http:// tinyurl.com/jlhe2
- Hall, W.P.: Managing maintenance knowledge in the context of large engineering projects - theory and case study. J. Inf. Knowl. Manage. 2(2), (2003). [Corrected version reprinted in 2(3):1-17] http://tinyurl.com/3yqh8j
- Hall, W.P.: Forming new ICT industry clusters in Victoria. Australian Centre for Science, Innovation and Society. Occasional Paper 1 (2006). http://tinyurl.com/89z2pcc
- Hall, W.P., Kilpatrick, B.: Managing community knowledge to build a better world. Australasian Conference on Information Systems (ACIS), Sydney, Australia, 30 th November- 2 December, 2011. http://tinyurl.com/6qteaq7
- Hall, W.P., Nousala, S.: Facilitating emergence of an ICT industry cluster. In: ICE 2007, 13th International Conference on Concurrent Enterprising, Sophia-Antipolis, France, 4-6 June 2007. http://tinyurl.com/2x9czt
- Hall, W.P., Nousala, S., Best, R.: Free technology for the support of community action groups: theory, technology and practice. In: Knowledge Cities World Summit, Melbourne, Australia, 16-19 Nov 2010. http://tinyurl.com/26f9rnn
- Hall, W.P., Nousala, S., Kilpatrick, B.: One company -two outcomes: knowledge integration vs corporate disintegration in the absence of knowledge management. VINE: J. Inf. Knowl. Manag. Syst. 39, 242-258 (2009). http://tinyurl.com/yzgjew4
- Hall, W.P., Nousala, S., Vines, R.: Using Google's apps for the collaborative construction, refinement and formalization of knowledge. In: ICOMP'10 -2010 International Conference on Internet Computing, Las Vegas, NV, 12-15 July 2010. http://tinyurl.com/26pklny
- Hall, W.P., Richards, G., Sarelius, C., Kilpatrick, B.: Organisational management of project and technical knowledge over fleet lifecycles. Aust. J. Mech. Eng. 5, 81-95 (2008). http:// tinyurl.com/5d2lz7
- Mo, J.P.T., Zhou, M., Anticev, J., Nemes, L., Jones, M., Hall, W.P.: A study on the logistics and performance of a real 'virtual enterprise'. Int. J. Bus. Perform. Manag. 8(2/3), 152-169 (2006). http://tinyurl.com/yyjx9q
- Nousala, S.: Tacit knowledge networks and their implementation in complex organisations. Ph.D. thesis, Aerospace, Mechanical and Manufacturing Engineering, RMIT University (2006). http://tinyurl.com/79ejs9x
- Nousala, S., Jamsai-Whyte, S.: The value of sustainable knowledge transfer methods for SMEs, utilizing socio-technical networks and complex systems. In: 4th International Confer- ence on Knowledge Generation, Communication and Management: KGCM 2010. Orlando, FL, 29 June-2 July 2010. http://tinyurl.com/75r2aw3
- Nousala, S., Jamsai Whyte, S., Hall, W.P.: Tacit knowledge network development: the comparative analysis of knowledge threads in complex systems. In: Knowledge Cities World Summit, Melbourne, Australia, 16-19 Nov 2010. http://tinyurl.com/82j52hy
- Nousala, S., Miles, A., Kilpatrick, B., Hall, W.P.: Building knowledge sharing communities using team expertise access maps (TEAM). In: KMAP05 Knowledge Management in Asia Pacific, Wellington, New Zealand, 28-29 Nov 2005. http://tinyurl.com/q4n8y
- Nousala, S., Miles, A., Kilpatrick, B., Hall, W.P.: Building knowledge sharing communities using team expertise access maps (TEAM). Int. J. Bus. Syst. Res. 3, 279-296 (2009). http:// tinyurl.com/24lf6lt
- Sykes, M., Hall, W.P.: Generating fleet support knowledge from data and information. In: Australian Conference for Knowledge Management and Intelligent Decision Support ACKMIDS 2003, Melbourne, Australia, 11 and 12 Dec 2003. http://tinyurl.com/ltn2x
- Hall, W.P.: Organisational autopoiesis and knowledge management. In: ISD'03 12th Interna- tional Conference on Information Systems Development, Melbourne, Australia, 25-27 Aug 2003. http://tinyurl.com/yehcqz
- Hall, W.P.: Biological nature of knowledge in the learning organization. Learn. Organ. 12, 169-188 (2005). http://tinyurl.com/lqz3q
- Hall, W.P.: Emergence and growth of knowledge and diversity in hierarchically complex living systems. In: Workshop "Selection, Self-Organization and Diversity" CSIRO Centre for Complex Systems Science and ARC Complex Open Systems Network, Katoomba, NSW, Australia 17-18 May 2006. [Revision 4, 3 Nov 2006] http://tinyurl.com/29kpl8d
- Hall, W.P. Physical basis for the emergence of autopoiesis, cognition and knowledge. Kororoit Institute Working Papers No. 2: 1-63 (2011). http://tinyurl.com/7fcbhfr
- Hall, W.P., Dalmaris, P., Nousala, S.: A biological theory of knowledge and applications to real world organizations. In: KMAP05 Knowledge Management in Asia Pacific, Wellington, New Zealand, 28-29 Nov 2005. http://tinyurl.com/qflam
- Hall, W.P., Dalmaris, P., Else, S., Martin, C.P., Philp, W.R.: Time value of knowledge: time- based frameworks for valuing knowledge. In: 10th Australian Conference of Knowledge Management and Intelligent Decision Support, Melbourne, 10-11 Dec 2007.http://tinyurl. com/25z68k
- Hall, W.P., Else, S., Martin, C., Philp, W. 2011. Time-based frameworks for valuing knowledge: maintaining strategic knowledge. Kororoit Institute Working Papers No. 1: 1-28 -http://tinyurl.com/7ca866n
- Hall, W.P., Nousala, S.: Autopoiesis and knowledge in self-sustaining organizational systems. In: 4th International Multi-Conference on Society, Cybernet and Informatics: IMSCI 2010, June 29th-July 2nd 2010, Orlando, FL, USA. http://tinyurl.com/yztsq4t
- Hall, W.P., Nousala, S.: What is the value of peer review -some sociotechnical considerations. In: 2nd International Symposium on Peer Reviewing, Orlando, FL, 29 June-2 July 2010. http://tinyurl.com/323v4k3
- Nousala, S., Hall, W.P.: Emerging autopoietic communities -scalability of knowledge transfer in complex systems. Proc. IFIP Int. Conf Network and Parallel Comp, Shanghai, China, October 18-19, 2008, Washington, DC: IEEE Computer Society, pp. 418-425 (2008). http:// tinyurl.com/25khr3o
- Vines, R., Hall, W.P.: Exploring the foundations of organizational knowledge. Kororoit Institute Working Papers No. 3: 1-39 (2011). http://tinyurl.com/8y6tczq
- Bryant, R.: Community action. Brit. J. Soc. Work 2, 205-215 (1972)
- Brown, J.S., Duguid, P.: Organizational learning and communities-of-practice: towards a unified view of working, learning, and innovation. Organ. Sci. 2, 40-57 (1991)
- Wenger, E.C., Snyder, W.: Communities of practice: the organizational frontier. Harv. Bus. Rev. 78(1), 139-145 (2000). http://tinyurl.com/23jxt72
- Ball-Rokeach, S.J., Kim, Y.-C., Matei, S.: Storytelling neighborhood: paths to belonging in diverse urban environments. Commun. Res. 28(4), 292-428 (2001). http://tinyurl.com/ 8ybl427
- Perkins, D.D., Brown, B.B., Taylor, R.B.: The ecology of empowerment: predicting partic- ipation in community organizations. J. Soc. Issue 52(1), 85-110 (1996). http://tinyurl.com/ 7nago42
- Pilisuk, M., McAllister, J., Rothman, J.: Coming together for action: the challenge of contemporary grassroots community organizing. J. Soc. Issue 52(1), 15-37 (1996)
- Walker, S.: Digital design in social action settings: a review through a sociotechnical lens. In: Prato CIRN 2008 Community Informatics Conference (2008). http://tinyurl.com/85zel4g
- Maturana, H.R., Varela, F.J.: Autopoiesis and Cognition: The Realization of the Living. Reidel, Dordrecht (1980)
- Maturana, H.R.: Autopoiesis, structural coupling and cognition: a history of these and other notions in the biology of cognition. Cybernet Hum. Know. 9(3-4), 5-34 (2002). http://tinyurl. com/7uqelc8
- Varela, F., Maturana, H., Uribe, R.: Autopoiesis: the organization of living systems, its characterisation and a model. Biosystems 5, 187-196 (1974)
- Salthe, S.: Evolving Hierarchical Systems: Their Structure and Representation. Columbia University Press, New York (1985)
- Salthe, S.: Development and Evolution: Complexity and Change in Biology. MIT Press, Cambridge (1993)
- Simon, H.A.: The architecture of complexity. Proc. Am. Philos. Soc. 106, 467-482 (1962). http://tinyurl.com/36r58a7
- Simon, H.A.: The organization of complex systems. In: Pattee, H.H. (ed.) Hierarchy Theory: The Challenge of Complex Systems, pp. 1-27. George Braziller, New York (1973). http:// tinyurl.com/6taasle
- Simon, H.A.: Near decomposability and the speed of evolution. Indust. Corp. Change 11(3), 587-599 (2002)
- Vines, R., Hall, W.P., Naismith, L.: Exploring the foundations of organisational knowledge: an emergent synthesis grounded in thinking related to evolutionary biology. In: actKM Conference, Australian National University, Canberra, 23-24 Oct 2007. http://tinyurl.com/ 3xpmbc
- Simon, H.A.: A behavioral model of rational choice. Q. J. Econ. 69, 99-118 (1955). http:// tinyurl.com/27z7jpg
- Else, S.E.: Organization theory and the transformation of large, complex organizations: Donald H. Rumsfeld and the U.S. Department of Defence, 2001-04. PhD Thesis, Graduate School of International Studies University of Denver, CO (2004). http://tinyurl.com/6xt89m
- Greiner, L.E.: Evolution and revolution as organizations grow. Harv. Bus. Rev. 76(3), 55-67 (1998). http://tinyurl.com/6thq7je
- Stenmark, D.: Information vs. knowledge: the role of intranets in knowledge management. In: Proceedings of the HICSS-35, Big Island, HI, 7-10 Jan 2002. http://tinyurl.com/5qwurc
- Wilson, T.D.: The nonsense of 'knowledge management'. Info. Res. 8(1), 1-26 (2002). http:// tinyurl.com/2lupn
- Miller, F.J.: I D 0 (Information has no intrinsic meaning). Info. Res. 8(1), (2002) http://tinyurl. com/24p7ysf
- Popper, K.R.: Objective knowledge: An evolutionary approach. Oxford University Press, London (1972)
- Popper, K.R.: Knowledge and the Mind Body Problem: In Defence of Interaction. Routledge, London (1994)
- Popper, K.R.: All Life is Problem Solving. Routledge, London (1999)
- Bateson, G.: Steps to an Ecology of Mind. Chandler, San Francisco (1972)
- Hayles, N.K.: How We Became Posthuman: Virtual Bodies in Cybernetics, Literature and Informatics. University of Chicago Press, Chicago (1999)
- Popper, K.R.: Three Worlds: The Tanner Lecture on Human Values. Humanities Center, University of Utah (1978). http://tinyurl.com/yjf7n3x
- Popper, K.R.: Knowledge and the Body-Mind Problem: In Defence of Interaction. Routlege, London (1994)
- Campbell, D.T.: Blind variation and selective retention in creative thought as in other knowledge processes. Psychol. Rev. 67, 380-400 (1960) [Reprinted (1987) in: Radnitzky G, Bartley WW III (eds) Evolutionary epistemology, rationality, and the sociology of knowledge, Open Court, LaSalle, IL pp 91-11]
- Campbell, D.T.: Evolutionary epistemology. In: Schilpp, P.A. (ed.) The Philosophy of Karl Popper, pp. 413-463. Open Court, LaSalle (1974) [Reprinted in (1987) in: Radnitzky G, Bartley WW III (eds) Evolutionary epistemology, rationality, and the sociology of knowledge, Open Court, LaSalle, IL pp 47-89]
- Bartly III, W.W.: Philosophy of biology versus philosophy of physics. In: Radnitzky, G., Bartley III, W.W. (eds.) Evolutionary Epistemology, Rationality, and the Sociology of Knowledge, pp. 7-45. Open Court, LaSalle (1987)
- Popper, K.R.: Conjectures and Refutations: The Growth of Scientific Knowledge. Routledge and Kegan Paul, London (1963)
- Boyd, J.R.: Unpublished briefings available via Defence and the National Interest (2008). [see titles under "A Discourse on Winning and Losing"] http://tinyurl.com/6x5z45
- Osinga, F.P.B.: Science, Strategy and War: The Strategic Theory of John Boyd. Eburon Academic Publishers, Delft (2005). [also Routledge, Taylor and Francis Group (2007)] - http://tinyurl.com/26eqduv
- Philp, W.R., Martin, C.P.: A philosophical approach to time in military knowledge manage- ment. J. Knowl. Manag. 13(1), 171-183 (2009). http://tinyurl.com/2bj7dxm
- Post, J.F.: Paradox in critical rationalism and related theories. Philos. Forum 3(1), 27- 61 (1971) [Reprinted in Radnitzky G, Bartley WW III (eds) Evolutionary epistemology, rationality, and the sociology of knowledge, Open Court, LaSalle, IL pp 223-251 (1987)]
- Luhmann, N.: Social Systems. Trans. J. Bednarz, D. Baecker. Stanford University Press, Stanford (1995)
- Luhmann, N.: The paradox of observing systems. In: Rasch, W. (ed.) Theories of Distinction: Redescribing the Descriptions of Modernity, pp. 79-93. Stanford University Press, Stanford (2002)
- Vollmer, G.: On supposed circularities in an empirically oriented epistemology. In: Radnitzky, G., Bartley III, W.W. (eds.) Evolutionary Epistemology, Rationality, and the Sociology of Knowledge, pp. 163-200. Open Court, LaSalle (1987)
- Dalmaris, P., Hall, W.P., Philp, W.R.: The time-value of knowledge: a temporal qualification of knowledge, its issues, and role in the improvement of knowledge intense business processes. In: Proceedings of the 3rd Asia-Pacific International Conference on Knowledge Management (KMAP06), Hong Kong, 11-13 Dec 2006. http://tinyurl.com/5rjrny
- Hall, W.P., Dalmaris, P., Else, S., Martin, C., Philp, W.: Time value of knowledge: time-based frameworks for valuing knowledge. OASIS seminar presentation, Department of Information System, University of Melbourne, 27 July 2007. http://tinyurl.com/3y6n4y
- Martin, C.P., Philp, W., Hall, W.P.: Temporal convergence for knowledge management. Australas. J. Inf. Syst. 15(2), 133-148 (2009). http://tinyurl.com/2azpqrv
- Urrestarazu, H.: On boundaries of autopoietic systems. J. Autopoietic Theory. 19 May 2004 http://tinyurl.com/4p2rtz
- Urrestarazu, H.: Autopoietic systems: a generalized explanatory approach -Parts 1&2. Constructivist Foundations 6(3): 307-324 (2011). http://tinyurl.com/7jzg8q; 7(1): 48-67 (2011) -http://tinyurl.com/7pr2ay8
- Kauffman, S.A.: Investigations. Oxford University Press, Oxford (2000)
- Kauffman, S.A.: Molecular autonomous agents. Philos. Trans. R. Soc. Lond. A 361, 1089- 1099 (2003)
- Kauffman, S.A., Logan, R.K., Este, R., Goebel, R., Hobill, D., Shmulevich, I.: Propagating organization: an enquiry. Biol. Philos. 23, 27-45 (2008). http://tinyurl.com/7nn7eue
- Kauffman, S.A.: The Origins of Order: Self-organization and Selection in Evolution. Oxford University Press, New York (1983)
- Polanyi, M.: Personal Knowledge: Towards a Post-critical Philosophy. University of Chicago Press, Chicago (1958)
- Polanyi, M.: The Tacit Dimension. Routledge & Kegan Paul, London (1966)
- Ong, W.J.: Orality and Literacy: The Technologizing of the Word. Routledge, London (1982)
- Salthe, S.: The spontaneous origin of new levels in a scalar hierarchy. Entropy 6, 327-343 (2004). http://tinyurl.com/3sb989
- Chaisson, E.J.: Cosmic Evolution: The Rise of Complexity in Nature. Harvard University Press, Cambridge (2001)
- Koestler, A.: The Ghost in the Machine. Arkana, London (1967)
- Koestler, A.: Janus: A Summing Up. Random House, New York (1978)
- Maturana, H.R.: Autopoiesis: reproduction, heredity and evolution. In: Zeleny, M. (ed.) Au- topoiesis, Dissipative Structures, and Spontaneous Social Orders. AAAS selected symposium No. 55, pp. 45-79. Westview Press, Boulder (1980)
- Nelson, R.R., Winter, S.G.: An Evolutionary Theory of Economic Change. Harvard Univer- sity Press, Cambridge (1982)
- Dalmaris, P.: A framework for the improvement of knowledge-intense business processes. Ph.D. thesis, University of Technology, Sydney (2006). http://tinyurl.com/89qz27a
- Pallaris, C., Costigan, S.S.: Knowledge ecologies in international affairs: A new paradigm for dialog and collaboration. SSRN, 21 May 2010. http://tinyurl.com/24ykonk
- Vines, R., Hall, W.P., McCarthy, G.: Textual representations and knowledge support-systems in research intensive networks. In: Cope, B., Kalantzis, M., Magee, L. (eds.) Towards a Semantic Web: Connecting Knowledge in Academic Research, pp. 145-195. Chandos Press, Oxford (2011). http://tinyurl.com/27qd4of
- Krippendorff, K.: A dictionary of cybernetics. Principia Cybernetica Web (1986). http:// tinyurl.com/23b88ek
- Turner, D.P.: Thinking at the global scale. Glob. Ecol. Biogeogr. 14, 505-508 (2005)
- Licklider, J.C.R.: Man-computer symbiosis. IRE Trans. Hum. Factor. Electron. 1, 4-11 (1960). http://tinyurl.com/2ah4ysx
- Pepperell, R.: The Post-human Condition. Intellect Books, Exeter (1995)
- Hall, W.P.: Tools extending human and organizational cognition: revolutionary tools and cognitive revolutions. Int. J. Knowl. Cult. Change Manag. 6(6), 1-10 (2006). http://tinyurl. com/qza7q
- Yakhlef, A.: Towards a post-human distributed cognition environment. Knowl. Manag. Res. Pract. 6, 287-297 (2008). http://tinyurl.com/28tf4yn
- Harvey, E.: Technology and the structure of organizations. Am. Soc. Rev. 33, 247-259 (1968). http://tinyurl.com/2dnwyzp
- Berners-Lee, T., Hendler, J., Lassila, O.: The semantic Web. Sci. Am. 284, 35-43 (2001). http://tinyurl.com/2foq7eq
- W3C: Extensible markup language (XML). W3C Ubiquitous Web domain (2010). http:// tinyurl.com/736rl
- Vines, R., Firestone, J.: Interoperability and the exchange of humanly usable digital content. In: Cope, B., Kalantzis, M., Magee, L. (eds.) Towards a Semantic Web: Connecting Knowledge in Academic Research, pp. 429-489. Chandos Press, Oxford (2011). http:// tinyurl.com/acmzpl
- O'Reilly, T.: What is Web 2.0: design patterns and business models for the next generation of software. Commun. Strat. 65, 17 (2007). http://tinyurl.com/28bbt7e
- Gruber, T.: Collective knowledge systems: where the Social Web meets the Semantic Web. J. Web Semantic. 6, 4-13 (2008). http://tinyurl.com/2ekzrje
- Miller, P.: Web 2.0: building the new library. Ariadne 45 (2005). http://tinyurl.com/hxssz
- Wikipedia: Wikipedia: about (2010). http://tinyurl.com/2cof8t8
- O'Leary, D.E.: Wikis: 'from each according to his knowledge'. Computer 41(2), 34-41 (2008). http://tinyurl.com/25vq2ks
- Markoff, J.: Software via the Internet: Microsoft in cloud computing. New York Times, 2 Sept 2007. http://tinyurl.com/27kc67s
- Lohr, S.: Google and IBM join in cloud computing research. New York Times, 8 Oct 2007. http://tinyurl.com/26jh6ww
- Lohr, S., Helft, M.: Google gets ready to rumble with Microsoft. New York Times, 16 Dec 2007. http://tinyurl.com/27zuf5
- Baker, S.: Google and the wisdom of clouds. Bloomberg Businessweek, 13 Dec 2007. http:// tinyurl.com/3yhjo7n
- Raman, T.V.: Cloud computing and equal access for all. In: Proceedings of the International Cross-Disciplinary Conference on Web Access, Bejing, China, 21-22 Apr 2008. http://tinyurl. com/7cqwtvd
- Hall, W.P., Best, R.: Template for knowledge based organizations (2010). http://tinyurl.com/ 27rtqj4
- Hall, W.P. Usage notes for Google wikis (2010). http://tinyurl.com/2b7vjxl
- Krishnan, K.: Introducing Google apps for government. The Official Google Blog, 27 July 2010. http://tinyurl.com/2elmmyx
- Kundra, V.: State of public sector cloud computing. Chief Information Officers Council, Office of Management & Budget, Washington, DC (2010). http://tinyurl.com/3x8pqfr
- Licklider, J.C.R., Taylor, R.W.: The computer as a communication device. Part. Sci. Technol. 76, 21-31 (1968). http://tinyurl.com/2g87txw
- Rheingold, H.: The Virtual Community: Homesteading on the Electronic Frontier. Addison- Wesley, Reading (1993). http://tinyurl.com/39les9u
- Schuler, D.: Community networks: building a new participatory medium. Commun. ACM 37, 39-51 (1994)
- Lanzara, G., Morner, M.: The knowledge ecology of open-source software projects. In: 19th Colloq Exploration Euro Group Organiz Studies (EGOS), Copenhagen, Denmark, pp. 19-61, July 03-July 05 2003. http://tinyurl.com/26komso
- Sowe, S., Stamelos, I., Angelis, L.: Understanding knowledge sharing activities in free/open source software projects: An empirical study. J. Syst. Softw. 81, 431-446 (2008). http:// tinyurl.com/23tgmvn
- Kundu, A., Guha, S., Mitra, A., Mukherjee, T.: A new approach in dynamic prediction for user based web page crawling. In: The International ACM Conference on Management of Emergent Digital EcoSystems (MEDES 2010), Bangkok, Thailand, pp. 166-173, 26-29 Oct 2010
- Barnes, J.A.: Class and committees in a Norwegian Island Parish. Hum. Relat. 7, 39-58 (1954)
- Berkowitz, S.D.: An Introduction to Structural Analysis: The Network Approach to Social Research. Butterworth, Toronto (1982). ISBN 0-409-81362-1
- Brandes, U., Erlebach, T. (eds.): Network Analysis: Methodological Foundations. Springer, Berlin/Heidelberg (2005)
- Freeman, L.: The Development of Social Network Analysis. Empirical Press, Vancouver (2006)
- Wellman, B., Berkowitz, S.D.: Social Structures: A Network Approach. Cambridge University Press, Cambridge (1988)
- Hansen, W.B., Reese, E.L.: Network Genie User Manual. Tanglewood Research, Greensboro (2009)
- Mukhopadhyay, D., Mishra, P., Saha, D.: An agent based method for web page prediction. In: 1st KES Symposium on Agent and Multi-Agent Systems -Technologies and Applications, AMSTA 2007 Proceedings, Wroclow, Poland, Lecture Notes in Computer Science, May 31-June 1 2007, pp. 219-228. Springer, Berlin (2007)
- Mukhopadhyay, D., Dutta, R., Kundu, A., Kim, Y.: A model for web page prediction using cellular automata. In: The 6th International Workshop MSPT 2006 Proceedings, 20 Nov 2006, pp. 95-100. Youngil Publication, Republic of Korea (2006). ISBN 89-8801-90-0, ISSN 1975- 5635
- Page, L., Brin, S.: The anatomy of a large-scale hypertextual web search engine. In: 7th International World Wide Web Conference, Brisbane, Australia, pp. 107-11, 14-18 Apr 2008
- Huberman, B.A., et al.: Strong regularities in world wide web surfing. Science 3, 95-97 (1998)
- Davison, B.D.: Learning web request patterns. In: Web Dynamics -Adapting to Change in Content, Size. Topology and Use, pp. 435-459. Springer, Berlin/New York (2004)
- Duchamp, D.: Prefetching hyperlinks. In: USENIX Symposium on Internet Technologies and Systems, Boulder, CO, pp.127-138, Oct 1999
- Pitkow, J.E., Pirolli, P.: Mining longest repeating subsequences to predict world wide web surfing. In: USENIX Symposium on Internet Technologies and Systems, Boulder, CO, pp. 139-150, Oct 1999
- Kroeger, T.M., Long, D.D.E., Mogul, J.C.: Exploring the bounds of web latency reduction from caching and prefetching. In: USENIX Symposium on Internet Technologies and Systems, Monterey, CA, Dec 1997
- Palpanas, T.: Web Prefetching Using Partial Match Prediction. Technical Report CSRG-376, Graduate department of Computer Science, University of Toronto, 1966
- Xin Chen, X., Zhang, X.: A popularity-based prediction model for web prefetching. IEEE Comput. Soc. 36(3), 63-70 (2003)
- Rasmussen, E.: Clustering algorithms. In: Information Retrieval, pp. 419-442. Prentice Hall, Eaglewood Cliffs (1992)
- Hearst, M.A., Pedersen, J.O.: Reexamining the cluster hypothesis: scatter/gather on retrieval results. In: Proceedings of the 19th Annual International ACM SIGIR Conference, Zurich, June 1996
- Wang, Y., Kitsuregawa, M.: On combining link and contents information for web page clustering. In: 13th International Conference on Database and Expert Systems Applications DEXA2002, Aix-en-Provence, France, pp. 902-913, Sept 2002
- Gupta, G.K.: Introduction to Data Mining with Case Studies. Prentice Hall of India, New Delhi (2006)
- Su, Z., Yang, Q., Lu, Y., Zhang, H.: Whatnext: a prediction system for web requests using N- gram sequence models. In: First International Conferences on Web Information Systems and Engineering Conferences, Hong Kong, pp. 200-207, June 2000
- Kroeger, T.M., Long, D.D.E., Jeffrey, C.M.: Exploring the bounds of web latency reduction from caching and pre-fetching. In: USENIX Symposium on Internet Technologies and Systems, Monterey, CA, Dec 1997.
- Kavianfar, A., Habibi, J.: PPMN: a resilient public peer-to-peer mesh network of IEEE802.16 Users. In: International Conference on Computer Design and Applications, IEEE Computer Society (2009)
- Patras Wireless Metropolitan Network. http://www.pwmn.net
- Moy, J.: OSPF Version 2. The Internet Society, RFC 2328 (1998)
- Tanenbaum, A.: Computer Networks, 4th edn. Prentice Hall PTR, Upper Saddle River (2003)
- Perkins, C., Royer, E.: Ad hoc on-demand distance vector routing. In: The 2nd IEEE Workshop on Mobile Computing Systems and Applications, New Orleans (1999)
- Draves, R., Padhye, J., Zill, B.: Routing in multi-radio, multi-hop wireless mesh networks. In: MobiCom'04, New York (2004)
- Kone, V., Das, S., Zhao, B., Zheng, H.: QUORUM -QUality Of service RoUting in wireless Mesh networks. MONET 12(5), 358-369 (2007)
- Chen, T., Zhong, S.: INPAC: an enforceable incentive scheme for wireless networks using network coding. In: The 29th IEEE International Conference on Computer Communications (INFOCOM), San Diego (2010)
- Choi, H., Enck, W., Shin, J., McDaniel, P., La Porta, T.: ASR: anonymous and secure reporting of traffic forwarding activity in mobile Ad Hoc networks. Wirel. Netw., ACM/Kluwer 15(4), 525-539 (2009)
- Zhang, Y., Lou, W., Liu, W., Fang, Y.: A secure incentive protocol for mobile ad hoc networks. ACM Wirel. Netw. 13(5), 663-678 (2007)
- Michiardi, P., Molva, R.: Core: a COllaborative REputation mechanism to enforce node cooperation in Mobile Ad Hoc Networks. In: IFIP-Communication and Multimedia Security Conference. IEEE (2002)
- Bansal, S., Baker, M.: Observation-based Cooperation Enforcement in Ad Hoc Networks. Technical Report, Stanford University (2003)
- Risson, J., Moors, T.: Survey of research towards Robust peer-to-peer networks: search methods. Technical Report UNSW-EE-P2P-1-1, University of New South Wales (2004)
- Wicker, S.: Error control systems for digital communication and storage. Prentice-Hall, Englewood Cliffs (1995). ISBN:0-13-200809-2
- Soljanin, E.: Hybrid ARQ in wireless networks. In: DIMACS Workshop on Network Informa- tion Theory, Piscataway (2003)
- Fragouli, C., Katabi, D., Markopoulou, A., Medard, M., Rahul, H.: Wireless network coding: opportunities and challenges. In: Military Communications Conference (IEEE MILCOM'07). IEEE (2007)
- Bhandari, R.: Survivable Networks: Algorithms for Diverse Routing. Kluwer, Boston (1999)
- Kesavan, M., Swarup, D., Andiappan, K.: A generic resilient multipath routing mechanism for failure prone Ad Hoc networks. In: The International Conference on High Performance Computing (HiPC), Goa (2005)
- Aad, I., Hubaux, J., Knightly, E.: Denial of service resilience in Ad Hoc networks. In: ACM MobiCom'04, Philadelphia (2004)
- Lu, Z., Huang, C., Wang, F., Rong, C.: SEMAP: improving multipath security based on attacking point in Ad Hoc networks. In: The 5th International Conference on Autonomic and Trusted Computing (ATC-08), Oslo (2008)
- Baldoni, R., Mian, A., Scipioni, S., Piergiovanni, S.: Churn resilience of peer-to-peer group membership: a performance analysis. In: IWDC'05, Kharagpur, 226-237 (2005)
- Vishnumurthy, V., Chandrakumar, S., Sirer, E.: Karma: a secure economic framework for peer- to-peer resource sharing. In: Economics of Peer-to-Peer Systems, Berkeley (2003)
- Girish, M., Zhou, B., Hu, J.: Formulation of the traffic engineering problems in MPLS based IP networks. In: the Fifth IEEE Symposium on Computers and Communications (ISCC 2000), Antibes (2000)
- Karlof, C., Wagner, D.: Secure routing in wireless sensor networks: attacks and countermea- sures. In: 1st IEEE International Workshop Sensor Network Protocols and Applications, IEEE (2003)
- Diffie, W., Oorschot, P., Wiener, M.: Authentication and authenticated key exchanges. Des. Codes Cryptogr. 2(2), 107-125 (1992)
- MacKenzie, P.: On the security of the SPEKE password-authenticated key exchange protocol. Technical Report 2001/057, Lucent Technologies (2001)
- Vroonhoven, J.: Peer to peer security. In: 4th Twente Student Conference on IT, Enschede (2006)
- Biswas, S., Morris, R.: ExOR: opportunistic multi-hop routing for wireless networks. In: ACM SIGCOMM'05, Philadelphia (2005)
- Jaggi, S., Langberg, M., Katti, S., Ho, T., Katabi, D., Medard, M., Effros, M.: Resilient network coding in the presence of byzantine adversaries. IEEE Trans. Inf. Theory 54(6), 2596-2603 (2008) References
- Milgram, S.: The small world problem. Psychol. Today 1(1), 60-67 (1967)
- Dodds, P.S., Muhamad, R., Watts, D.J.: An experimental Study of search in global social networks. Science 301(5634), 827-829 (2003)
- Watts, D.J.: Six Degrees. W.W. Norton & Company, New York (2004)
- Watts, D.J.: Small Worlds: the Dynamics of Networks Between Order and Randomness. Princeton University Press, New Jersey (2004)
- Gladwell, M.: The Tipping Point: How Little Things Can Make a Big Difference. Little, Brown and Company, Boston (2000)
- Albert, R., Barab K asi, A.-L.: Statistical mechanics of complex networks. Rev. Mod. Phys. 74(1), 47-97 (2002)
- Barab K asi, A.-L., Albert, R.: Emergence of scaling in random networks. Science 286, 509-512
- Watts, D.J., Strogatz, S.H.: Collective dynamics of "small-world" networks. Nature 393, 440-442 (1998)
- Easley, D., Kleinberg, J.: Networks, Crowds, and Markets: Reasoning About a Highly Connected World. Cambridge University Press, New York (2010)
- Granovetter, M.S.: The strength of weak ties. Am. J. Sociol. 78, 1360-1380 (1973)
- Burt, R.S.: Structural Holes: The Social Structure of Competition. Harvard University Press, Cambridge (1995)
- Ahlswede, R., Cai, N., Li, S.-Y.R., Yeung, R.W.: Network information flow. IEEE Trans. Inf. Thy. 45(4), 1204-1216 (2000)
- Yeung, R.W., Li, S.-Y.R., Cai, N., Zhang, Z.: Network coding theory. Found. Trends Commun. Inf. Technol. 2(4), 241-381 (2005)
- Yeung, R.W.: Information Theory and Network Coding. Springer, New York (2008)
- Fragouli, C., Soljanin, E.: Network coding fundamentals. Found. Trends Netw. 2(1), 1-133 (2007)
- Ho, T., Lun, D.S.: Network Coding: An Introduction. Cambridge University Press, Cam- bridge/New York (2008)
- Huang, J., Gobana, T.: Network information flow and its wireless applications. In: Misra, S., Misra, S.C., Woungang, I. (eds.) Selected Topics in Communication Networks and Distributed Systems, pp. 463-483 . World Scientific Publishing Co. Pte. Ltd., Singapore/Hackensack (2010) 18. Ho, T., M K edard, M., Koetter, R., Karger, D.R., Effros, M., Shi, J., Leong, B.: A random linear network coding approach to multicast. IEEE Trans. Inf. Theory 52(10), 4413-4430 (2006)
- Gkantsidis, C., Rodriguez, P.R.: Network coding for large scale content distribution. In: IEEE INFOCOM'05, Miami (2005)
- Wang, M. Li, B.: R 2 : Random push with random network coding in live Peer-to-Peer streaming. IEEE J. Sel. Areas Commun. 25(9), 1655-1666 (2007)
- Liu, Z., Wu, C., Li, B., Zhao, S.: UUSee: large-scale operational on-demand streaming with random network coding. In: IEEE INFOCOM'10, San Diego (2010)
- Wu, C., Li, B., Zhao, S.: Magellan: charting large-scale Peer-to-Peer live streaming topologies. In: 27th International Conference on Distributed Computing Systems, Toronto (2007)
- Chen, W., Liu, Y., Wang, H.: Impact on streaming media performance based on network coding by topology structure. Comput. Eng. (In Chinese) 35(14), 130-131, 134 (2009)
- Jacobson, V., Smetters, D.K., Thornton, J.D., Plass, M.F., Briggs, N.H., Braynard, R.L.: Networking named content. In: ACM CoNEXT'09, Rome (2009)
- Yu, J., Wang, J., Liu, X., Yu, M., Zhao, Z., Zhang, Y.: Community-based trust mechanism in P2P social networks. In: IEEE International Conference on Wireless Communications, Networking and Information Security, Beijing, pp. 669-673 (2010)
- Modarresi, A., Mamat, A., Ibrahim, H., Mustapha, N.: How community-based peer-to- peer social networks can affect query routing? In: International Conference on Networked Computing and Advanced Information Management, Gyeongju, pp. 432-437 (2008)
- Mani, M., Nguyen, A.-M., Crespi, N.: SCOPE: a prototype for spontaneous P2P social networking. In: IEEE International Conference on Pervasive Computing and Communications Workshops, Mannheim, Germany, pp. 220-225 (2010)
- Altmann, J., Bedane, Z.B.: A P2P file sharing network topology formation algorithm based on social network information. In: IEEE INFOCOM Workshops, Rio de Janeiro, pp. 1-6 (2009)
- Liu, Z., Hu, H., Liu, Y., Ross, K.W., Wang, Y., Mobius, M.: P2P trading in social networks: the value of staying connected. In: IEEE INFOCOM, San Diego, pp. 1-9 (2010)
- Lin, W.S., Zhao, H.V., Liu, K.J.R.: Incentive cooperation strategies for peer-to-peer live multimedia streaming social networks. IEEE Trans. Multimed. 11(3), 396-412 (2009)
- Saberi, S., Trunfio, P., Talia, D., Fesharaki, M.N., Badie, K.: Using social network and semantic overlay network approaches to share knowledge in distributed data mining scenarios. In: International Conference on High Performance Computing and Simulation (ICHPCS), Caen, pp. 536-544 (2010)
- CEA-2014-B: Web-based Protocol and Framework for Remote User Interface on UPnPTM Networks and the Internet (Web4CE). Consumer Electronics Association, Arlington (2010)
- Fielding, R. (2000) Architectural styles and the design of network-based soft-ware architec- tures. Ph.d. dissertation, University of California, Irvine
- SOAP Version 1.2 Part 0: Primer. http://www.w3c.org/TR/2007/REC-soap12-part020070427/ (2007)
- What is REST. http://rest.blueoxen.net/cgi-bin/wiki.pl?WhatIsREST
- Yazar, D., Dunkels, A.: Efficient application integration in IP-based sensor networks. In: Proceedings of ACM BuildSys 2009, First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, Berkeley, CA (2009)
- Mongoose. http://code.google.com/p/mongoose/
- Oregan Media Browser. http://oregan.net/oreganmediabrowser.php
- Twitter Authentication. http://dev.twitter.com/pages/auth
- OAuth Library Functions. http://liboauth.sourceforge.net/
- Libcurl -the multiprotocol file transfer library. http://curl.haxx.se/libcurl/
- Extensible OAuth library for Java. http://github.com/fernandezpablo85/scribe
- Twitter4J -A Java library for the Twitter API. http://twitter4j.org
- Twitter Scribe library. https://github.com/fernandezpablo85/scribe/wiki/getting-started
- Shelby, Z., Bormann, C.: 6LoWPAN: The Wireless Embedded Internet. John Wiley & Sons Ltd, Chichester (2009)
- Tunerfish. http://www.tunerfish.com/
- Boxee. http://www.boxee.tv/
- Fan Talk TV. http://www.fantalk.tv/
- Live Hive Systems. http://www.livehivesystems.com/
- Bulkeley, W.M.: TR10: social TV. Relying on relationships to rebuild TV audiences. In: Technology Review: 10 Emerging Technologies. MIT, Cambridge (2010)
- Dennisov, A.: Social Media & User-Generated Content. Parks Associates, Dallas (2009)
- Kinect for Xbox 360. http://www.xbox.com/en-US/kinect
- Pal, A., Prashant, M., Ghose, A., Bhaumik, C.: Home infotainment platform -a ubiquitous access device for masses. In: Communications in Computer and Information Science. Springer, Berlin/Heidelberg (2010)
- LTE Connected Car. http://www.ngconnect.org/ecosystem/connected-car.htm
- Zonetag. http://zonetag.research.yahoo.com
- LaMarca, A., Chawathe, Y., Consolvo, S., Hightower, J., Smith, I., Scott, J., Sohn, T., Howard, J., Hughes, J., Potter, F., Tabert, J., Powledge, P., Borriello, G., Schilit, B.: Place lab: device positioning using radio beacons in the wild. Lect. Notes Comput. Sci. 3682, 116-133 (2005)
- Meet Moi. http://www.meetmoi.com/
- Skout. http://www.skout.com/ References
- Weiser, M., Gold, R., Brown, J.S.: The origins of ubiquitous computing research at PARC in the late 1980s. IBM Syst. J. 38(4), 693 (1999)
- Poslad, S.: Ubiquitous Computing Smart Devices, Smart Environments and Smart Interaction. Wiley, Chichester (2009). ISBN: 978-0-470-03560-3
- One Laptop per Child. http://one.laptop.org. Accessed 29 May 2012
- Jeong, B., Renambot, L., Jagodic, R., Singh, R., Aguilera, J., Johnson, A., Leigh, J.: High-performance dynamic graphics streaming for scalable adaptive graphics environment. Proceedings of SC '06, Tampa (2006)
- Microsoft Kinect for Xbox 360. http://www.xbox.com/en-US/kinect/. Accessed 29 May 2012
- MSNBC: Goldman to Clients: Facebook Has 600 Million Users. MSNBC (2011)
- Brown, M. (guest ed.): Blueprint for the future of high-performance networking. Commun. ACM (CACM) 46(11), 30-77 (2003)
- HPCWire news article, National LambdaRail Supercharges Infrastructure, April, 2009. http:// www.hpcwire.com/hpcwire/2009-04-28/national lambdarail supercharges infrastructure.html. Accessed 29 May 2012
- Smarr, L.L., Chien, A.A., DeFanti, T., Leigh, J., Papadopoulos, P.M.: The OptIPuter. Commun. ACM 46(11), 58-67 (2003) References
- Appelt, D.E., Israel, D.J.: Introduction to information extraction technology. In: Proceedings of the 16th International Joint Conference on Artificial Intelligence, Stockholm (1999)
- Appelt, D., Hobbs, J., Bear, J., Israel, D., Tyson, M.: FASTUS: a finite-state processor for information extraction from real-world text. In: Proceedings of the Thirteenth International Joint Conference on Artificial Intelligence (IJCAI-93), Chambéry, pp. 1172-1178 (1993)
- Bennett, K.P., Campbell, C.: Support vector machines: hype or hallelujah? SIGKDD Explor. Newsl. 2, 1-13 (2000)
- Browne, R., Clements, E., Harris, R., Baxter, S.: Business and consumer communication via online social networks: a preliminary investigation. In: Australian and New Zealand Marketing Academy (ANZMAC) Conference, Melbourne (2009)
- Bsiri, S., Geierhos, M., Ringlstetter, C.: Structuring job search via local grammars. Adv. Nat. Lang. Process. Appl. Res. Comput. Sci. (RCS) 33, 201-212 (2008)
- Courtois, B.: Dictionnaires électroniques DELAF anglais et franc ¸ais. In: Leclère, C., Laporte, E., Piot, M., Silberztein, M. (eds.) Lexique, Syntaxe et Lexique-Grammaire; Syntax, Lexis & Lexicon-Grammar, pp. 113-123. John Benjamins, Amsterdam/Philadelphia (2004)
- Cunningham, H., Maynard, D., Bontcheva, K., Tablan, V.: GATE: a framework and graphical development environment for robust NLP tools and applications. In: Proceedings of the 40th Anniversary Meeting of the Association for Computational Linguistics, University of Philadelphia (2002)
- Feldman, R., Rosenfeld, B., Fresko, M.: Teg -a hybrid approach to information extraction. Knowl. Inf. Syst. 9(1), 1-18 (2006)
- Friburger, N., Maurel, D.: Finite-state transducer cascades to extract named entities in texts. Theor. Comput. Sci. 313, 93-104 (2004)
- Grishman, R.: Adaptive information extraction and sublanguage analysis. In: Proceedings of Workshop on Adaptive Text Extraction and Mining at Seventeenth International Joint Conference on Artificial Intelligence, Seattle (2001)
- Gross, M.: Local grammars and their representation by finite automata. In: Hoey, M. (ed.)
- Data, Description, Discourse, Papers on the English Language in Honour of John McH Sinclair, pp. 26-38. Harper-Collins, London (1993)
- Gross, M.: The construction of local grammars. In: Roche, E., Schabes, Y. (eds.) Finite-State Language Processing, pp. 329-354. MIT Press, Cambridge (1997)
- Gross, M.: A bootstrap method for constructing local grammars. In: Contemporary Mathemat- ics: Proceedings of the Symposium, University of Belgrad, Belgrad, pp. 229-250 (1999)
- Guenthner, F.: Electronic Lexica and Corpora Research at CIS. Int. J. Corpus Linguist. 1(2), 287-301 (1996)
- Harris, Z.S.: Mathematical structures of language. Intersci. Tracts Pure Appl. Math. 21, 152-156 (1968)
- Harris, Z.S.: Language and information. Bampton Lect. Am. 28, 33-56 (1988)
- Hunston, S., Sinclair, J.: A local grammar of evaluation. In: Hunston, S., Thompson, G. (eds.) Evaluation in Text: Authorial Stance and the Construction of Discourse, pp. 74-101. Oxford University Press, Oxford (2000)
- Jacobs, P.S., Rau, L.F.: The GE NLToolset: a software foundation for intelligent text pro- cessing. In: Proceedings of the 13th International Conference on Computational Linguistics, Helsinki, pp. 373-375 (1990)
- Jacobs, P.S., Krupka, G., Rau, L., Mauldin, M., Mitamura, T., Kitani, T., Sider, I., Childs, L.: GE-CMU: Description of the SHOGUN system used for MUC-5. In: Proceedings of the Fifth Message Understanding Conference, Baltimore, pp. 109-120 (2001)
- Lee, Y.S.: Website-Klassifikation und Informationsextraktion aus Informationsseiten einer Firmenwebsite. Ph.D. thesis, Ludwig-Maximilians-Universität München (2008)
- Maurel, D., Guenthner, F.: Automata and Dictionaries. Texts in Computing Science, vol. 6. King's College Publications, London (2006)
- McDonald, D.: Internal and external evidence in the identification and semantic categorization of proper names. In: Boguraev, B., Pustejovsky, J. (eds.) Corpus Processing for Lexical Acquisition, pp. 21-39. MIT Press, Cambridge (1996)
- Mikheev, A., Moens, M., Grover, C.: Named entity recognition without gazetteers. In: Proceed- ings of the Ninth Conference of the European Chapter of the Association for Computational Linguistics, Bergen, pp. 1-8 (1999)
- Patwardhan, S., Riloff, E.: Learning domain-specific information extraction patterns from the web. In: IEBeyondDoc '06: Proceedings of the Workshop on Information Extraction Beyond the Document, pp. 66-73. Association for Computational Linguistics, Morristown (2006)
- Paumier, S.: Unitex user manual 2.1 (2010). http://igm.univ-mlv.fr/ unitex/UnitexManual2.1. pdf
- Poibeau, T.: Extraction d'information: du texte brut au web sémantique. Hermès, Paris (2003)
- Rennie, J.D.M., Teevan, J., Karger, D.R.: Tackling the poor assumptions of Naive Bayes text classifiers. In: Proceedings of the Twentieth International Conference on Machine Learning, Washington, pp. 616-623 (2003)
- Riloff, E., Jones, R.: Learning dictionaries for information extraction by multi-level bootstrap- ping. In: Proceedings of the 16th National Conference on Artificial Intelligence (AAAI-1999), Orlando, pp. 474-479 (1999)
- Rish, I.: An empirical study of the Naive Bayes classifier. In: IJCAI-01 Workshop on "Empirical Methods in AI". Seattle, Washington, USA (2001)
- Steinwart, I., Christmann, A.: Support Vector Machines. Information Science and Statistics. Springer, New York (2008)
- Woods, W.A.: Transition network grammars for natural language analysis. Commun. ACM. 13(10), 591-606 (1970)
- Yangarber, R., Grishman, R.: NYU: description of the proteus/PET system as used for MUC-7 ST. In: Proceedings of the Seventh Message Understanding Conference. Fairfax, VA, USA (1998)
- Yoon, D., Choi, S.M., Sohn, D.: Building customer relationships in an electronic age: the role of interactivity of e-commerce web sites. Psychol. Mark. 25, 602-618 (2008) References
- Barbieri, R., Triedman, J.K., Saul, J.P.: Heart rate control and mechanical cardiopulmonary coupling to assess central volume: a systems analysis. Am. J. Physiol.-Regul. Integr. Comp. Physiol. 283, R1210-R1220 (2002)
- Barthélémy, M.: Spatial networks. Phys. Rep. 499, 1-101 (2011)
- Barthélémy, M., Barrat, A., Pastor-Satorras, R., Vespignani, A.: Velocity and hierarchical spread of epidemic outbreaks in scale-free networks. Phys. Rev. Lett. 92, 178701 (2004)
- Blumenthal, T.D., Cuthbert, A.B.N., Filion, B.D.L., Hackley, S., Lipp, D.O.V., Van Boxtel, F.A.: Committee report: guidelines for human startle eyeblink electromyographic studies. Psychophysiology 42, 1-15 (2005)
- Boguna, M., Pastor-Satorras, R., Vespignani, A.: Absence of epidemic threshold in scale-free networks with degree correlations. Phys. Rev. Lett. 90, 028701 (2003)
- Burghouts G.J., op den Akker, R., Heylen, D., Poel, M., Nijholt A.: An action selection architecture for an emotional agent. In Russell and Haller (eds.) Recent Advances in Artificial Intelligence, Proceedings of FLAIRS 16, pp 293-297. Menlo Park: AAAI Press (2003)
- Ciarrochi, J., Mayer, J.D.: Applying Emotional Intelligence. Psychology Press, New York (2007)
- Cipresso, P., Mauri, M., Balgera, A., Romanò, E., Villamira, M.: Synchronization of a biofeedback system with an eye tracker through an audiovisual stimulus marker [Abstract].
- Appl. Psychophysiol. Biofeedback, Springer 35(4), 331 (2010)
- Cipresso, P., Villamira, M.: Physiological correlates for an agent-based computational model [Abstract]. Appl. Psychophysiol. Biofeedback, Springer 35(4), 331 (2010)
- Cipresso, P.: Modeling Emotions at the Edge of Chaos. From Psychophysiology to Networked Emotions. VDM Verlag, Saarbrucken (2010). ISBN 978-3-639-30169-4
- Cipresso, P., Dembele, J.M., Villamira, M.A.: An emotional perspective for agent-based computational economics. In: VallverdJ u, J., Casacuberta, D. (eds.) Handbook of Research on Synthetic Emotions and Sociable Robotics: New Applications in Affective Computing and Artificial Intelligence. IGI Global, Hershey (2009). ISBN 978-1-60566-354-8
- Cipresso, P., Villamira, M.A.: Human behaviour and organisational framework: a multi-agent approach to shape information management systems. In: Proceeding of European Conference on Information Management and Evaluation, Montpellier, France. Academic Conferences, Reading (2007). ISBN: Print 978-1-905305-54-4, CD 978-1-905305-55-1
- De Manzano, O., Theorell, T., Harmat, L., Ullén, F.: The psychophysiology of flow during piano playing. Emotion 10(3), 301-311 (2010)
- DiMicco, J., Millen, D.R.: Identity management: multiple presentations of self in facebook In: Proceedings of the 2007 International ACM Conference on Supporting Group Work, FL, pp. 383-386 (2007)
- Elman, J.L.: Finding structure in time. Cogn. Sci. 14, 179-211 (1990)
- Gilbert, N.: Agent-Based Models. Quantitative Applications in the Social Sciences. SAGE Publications, London (2008)
- Lampe, C., Ellison, N., Steinfield, C.: A face(book) in the crowd: social searching vs. social browsing. In: Proceedings of the 2006 20th Anniversary Conference on Computer Supported Cooperative Work, pp. 167-170. ACM Press, New York (2006)
- Lampe, C., Ellison, N., Steinfield, C.: The benefits of facebook "friends": social capital and college students' use of online social network sites. J. Comput.-Mediat. Commun. 12(4), 1143-1168 (2007)
- Lang, P.J.: The emotion probe. Studies of motivation and attention. Am. Psychol. 50(5), 372-385 (1995)
- Lazarus, R.S.: Psychological Stress and Coping Process. McGraw-Hill, New York (1966)
- LeBaron, B.: Agent based computational finance: suggested readings and early research. J. Econ. Dyn. Control. 24, 679-702 (2006)
- LeDoux, J.: Fear and the brain: where have we been, and where are we going? Biol. Psychiatry 44, 12 (1998)
- Leijonhufvud, A.: Agent-based macro. In: Tesfatsion, L., Judd, K.L. (eds.) Handbook of Computational Economics, vol. 2, pp. 1625-1637. North-Holland, Amsterdam (2006)
- Lewis, M., Haviland-Jones, J.M., Feldman Barrett, L. (eds.): Handbook of Emotions, 3rd edn. Psychology Press, New York (2008)
- Magagnin, V., Mauri, M., Cipresso, P., Mainardi, L., Brown, E.N., Cerutti, S., Villamira, M., Barbieri, R.: Heart rate variability and respiratory sinus arrhythmia assessment of affective states by bivariate autoregressive spectral analysis. Comput. Cardiol. 37, 145-148 (2010)
- Mauri, M., Magagnin, V., Cipresso, P., Mainardi, L., Brown, E.N., Cerutti, S., Villamira, M.A., Barbieri, R.: Psychophysiological signals associated with affective states. Conf. Proc. IEEE Eng. Med. Biol. Soc. 2010, 3563-3566 (2010)
- Miller, J.H., Page, S.E.: Complex Adaptive Systems. Princeton University Press, Princeton (2007)
- Nolan, R.P.: Heart rate variability biofeedback as a behavioral neurocardiac intervention to enhance vagal heart rate control. Am. Heart J. 149(6), 1137 (2005)
- Orr, E.S., Sisic, M., Ross, C., Simmering, M.G., Arseneault, J.M., Orr, R.R.: The influence of shyness on the use of facebook in an undergraduate sample. Cyberpsychol. Behav. 12(3), 337-340 (2009). doi:10.1089/cpb.2008.0214
- Park, N., Kee, K.F., Valenzuela, S.: Being immersed in social networking environment: facebook groups, uses and gratifications, and social outcomes. Cyberpsychol. Behav. 12(6), 729-733 (2009). doi:10.1089/cpb.2009.0003
- Picard, R.: Affective Computing. MIT Press, Cambridge (1997)
- Power, M., Dalgleish, T.: Cognition and Emotion. From Order to Disorder. Psychology Press, New York (2008)
- Riva, G.: Social Networks. Il Mulino, Bologna (2010)
- Roberts, K.L., Hall, D.A.: Examining a supramodal network for conflict processing: a systematic review and novel functional magnetic resonance imaging data for related visual and auditory stroop tasks. J. Cogn. Neurosci. 20(6), 1063-1078 (2008)
- Sas, C., Dix, A., Hart, J., Su, R.: Emotional experience on facebook site. In: Proceedings of the 27th International Conference Extended Abstracts on Human Factors in Computing Systems, pp. 4345-4350. ACM Press, New York (2009)
- Simon, H.: Models of Bounded Rationality, vol.
- Stroop, J.R.: Studies of interference in serial verbal reactions. J. Exp. Psychol. 18, 643-662 (1935)
- Task force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology: Standard of measurement, physiological interpretation and clinical use. Circulation 93, 1043-1065 (1996)
- Tassinary, L.G., Cacioppo, J.T., Wanman, E.J.: The skeletomotor system: surface elec- tromyography. In: Cacioppo, J.T., Tassinary, L.G., Berntson, G.G. (eds.) Handbook of Psychophysiology, 3rd edn, pp. 267-299. Cambridge University Press. Pages, New York (2007)
- Terna, P., Boero, R., Morini, M., Sonnessa, M.: Modelli per la complessità. La simulazione ad agenti in economia. Il Mulino, Bologna (2006)
- Tesfatsion, L.: Agent based computational economics: a constructive approach to economic theory. In: Tesfatsion, L., Judd, K.L. (eds.) Handbook of Computational Economics, vol. 2, pp. 831-880. North-Holland, Amsterdam (2006)
- Villamira, M., Cipresso, P.: Bio-inspired ICT for evolutionary emotional intelligence. In: Serra, R., Villani, M., Poli, I. (eds.) Artificial Life and Evolutionary Computation, pp. 143-154. World Scientific Pub Co Inc, Singapore/Hackensack (2010)
- Wise, K., Alhabash, S., Park, H.: Cyberpsychology, behavior, and social networking 13(5), 555-562 (2010). doi:10.1089/cyber.2009.0365
- Mauri, M., Cipresso, P., Balgera, A., Villamira, M., Riva, G.: Cyberpsychology, behavior, and social networking 14(12), 723-731 (2011). doi:10.1089/cyber.cyber.2010.0377
- Cipresso, P., Serino, S., Villani, D., Repetto, C., Sellitti, L., Albani, G., Mauro, A., Gaggioli, A., Riva, G.: Is your phone so smart to affect your states? An exploratory study based on psychophysiological measures. Neurocomputing 84, 23-30 (2012). doi:dx.doi.org/10.1016/j.neucom.2011.12.027
- Holmes, B., Gardner, J.: E-Learning: Concepts and Practice, p. 14. Sage Publications, London (2006)
- O'Hear, S.: Seconds out, round two. Education Guardian, 15 Nov (online). Available at http:// education.guardian.co.uk/elearning/story/0,10577,1642281,00.html (2005). Accessed 8 Jan 2011
- Minocha, S.: Joint Information Systems Committee (JISC) report, (2009) A study on the effective use of social software by further and higher education in the UK to support stu- dent learning and engagement (online). Available at http://www.jisc.ac.uk/whatwedo/projects/ socialsoftware08.aspx (2009). Accessed 8 Jan 2011
- Walton, A., Weller, M., Conole, G.: Social: learn -widening participation and sustainability of higher education. In: Proceedings of EDEN 2008: Annual Conference of the European Distance and E-Learning Network, Lisbon, Portugal, p. 1, June 2008
- Thorpe, M., Edwards, R., Hanson, A. (eds.): Culture and Processes of Adult Learning. Routledge, London (1993)
- Tomei, L.A.: Designing Instruction for the Traditional, Adult, and Distance Learner: A New Engine for Technology-Based Teaching. IGI Global, Hershey (2010)
- Levy, cited Brine, A. (ed.): Handbook of Library Training Practice and Development, vol. 3. Ashgate Publishing Ltd, Farnham (2009)
- Abadzi, H.: Efficient Learning for the Poor: Insights from the Frontier of Cognitive. World Bank Publications, Washington (2006)
- Kern, D.E.: Praxis II: Principles of Learning and Teaching. Wiley Publishing Inc., Hoboken (2006)
- Baziukaite, D., Vaira, Z., Idzelyte, D.: A tool to support self-education in lifelong learning. In: Iskander, M. (ed.) Innovative Techniques in Instruction Technology, E-learning, E-assessment. Springer, New York (2008)
- Blanco, A., Torrente, J., Moreno-Ger, P., Fernandez-Manjon, B.: Bridging the gap: adaptive games and student-centered VLEs. In: Spaniol, M., Li, Q., Klamma, R. (eds.) 'Advances in Web Based Learning', ICWL 2009: 8th International Conference Aachen, Germany, August 2009 Proceedings. Springer, Berlin (2009)
- Fry, H., Ketteridge, S., Marshall, S.: A Handbook for Teaching and Learning in Higher Education: Enhancing Academic Practice, 3rd edn, p. 87. Routledge, Abingdon (2009)
- British Educational Communications and Technology Agency (BECTA): Virtual and managed learning environments, January (Online). Available at http://foi.becta.org.uk/download.cfm? resID=15963 (2003). Accessed 19 Feb 2010
- Hart, J.: Building a social learning environment -for free or at low cost, part 1: using free, public social media tools. Inside Learning Technologies Magazine, October (online). Available at http://c4lpt.co.uk/articles/bsle1.html (2009). Accessed 25 Mar 2010
- O'Leary, R.: Virtual learning environments. LTSN Generic Centre and ALT [Online]. Available at http://www.alt.ac.uk/docs/eln002.pdf (2002). Accessed 19 Feb 2010
- Pole, R., Jones, K.: An evaluation of the effectiveness of e-learning in higher education: a case study of a computing department. In: Recent Advances in Computing and Management Information Systems, pp. 365-374. ATINER, Greece (2009)
- Jones, cited in de Cássia Veiga Marriott, R., Torres, P.L.: Handbook of Research on E-Learning Methodologies for Language Acquisition. IGI Global, Hershey (2009)
- Woodill, G.: Elements for constructing social learning environments. Workplace Learn- ing Today, Brandon Hall Research (online). Available at http://www.brandon-hall.com/ workplacelearningtoday/?p=9692 (2010). Accessed 8 Jan 2011
- Horton, W.: E-Learning by Design, p. 1. Pfeiffer, San Francisco (2006)
- Bullen, M., Janes, D.P.: Making the Transition to E-learning: Strategies and Issues, p. 176. Information Science Publishing, London (2007)
- Mann, B.L.: Selected Styles in Web-Based Educational Research, p. 19. Information Science Publishing, London (2006)
- Stockley, D.: E-learning definition and explanation (online). Available from: http:// derekstockley.com.au/elearning-definition.html (2006). Accessed 10 Nov 2010
- Joint Information Systems Committee (JISC): e-learning (online). Available from: http://www. jisc.ac.uk/whatwedo/themes/elearning.aspx (2010). Accessed 22 Sept 2010
- Siemens, G.: The role of e-learning (online). Available at http://www.elearnspace.org/blog/ archives/000623.html (2003). Accessed 9 Jan 2011
- Salmon, G.: Reclaiming the territory for the natives, online learning: exploiting technology for training, p. 4 (online). Available at http://www.atimod.com/research/presentations2002.shtml (1999). Accessed 14 Dec 2010
- Aswathappa, K.: Human Resource and Personnel Management: Text and Cases. Tata McGraw- Hill, New Delhi (2005)
- Zhang, D., Zhao, J.L., Zhou, L., Nunamaker Jr., J.F.: Can e-learning replace classroom learning? Commun. ACM 47(5), 75-79 (2004)
- Joint Information Systems Committee (JISC): Briefing paper 1: MLEs and VLEs explained, March 31, (online). Available at http://www.jisc.ac.uk/whatwedo/programmes/buildmlehefe/ lifelonglearning/mlebriefingpack/1 (2009). Accessed 15 Jan 2010
- El-Ghareeb, H.A.: E-learning and management information systems: universities need both. eLearn Magazine, ACM, Sept 29, (online). Available at http://elearnmag.org/subpage.cfm? section=articles&article=961 (2009). Accessed 19 Feb 2010
- Higher Education Academy (HEA): Using the virtual learning environment, 30 June (online). Available at http://www.ukcle.ac.uk/resources/tlr/vles.html (2010). Accessed 9 Jan 2011
- Farmer, J., Tilton, J.: The use of virtual learning environment software in UK Univer- sities 2001-2005. Industrial Media and Magic Inc Technical Briefs, 16 June (online). Available at http://www.immagic.com/eLibrary/ARCHIVES/GENERAL/IMM/I060616F.pdf (2006). Accessed 9 Jan 2011
- Toole, A.M.: Globalised learning: are institutions facing an educational tsunami? In: Proceed- ings of the ALT-C: Rethinking the Digital Divide, Leeds, 9-11 Sept 2008 (2009)
- Lockyer, L., Bennett, S., Agostinho, S., Harper, B.: Handbook of Research on Learning Design and Learning Objects: Issues, Applications and Technologies. IGI Global, London (2008)
- van der Klink, Jachems (2003) in O'Donoghue, J.: Technology Supported Learning and Teaching: A Staff Perspective p. 38. Information Science Publishing, London (2006)
- Prensky, M.: Digital natives, digital immigrants. On Horiz., MCB University Press, 9(5), (2001) (online). Available at http://www.marcprensky.com/writing/prensky%20-%20digital %20natives,%20digital%20immigrants%20-%20part1.pdf. Accessed 9 Jan 2011
- Armstrong, J., Franklin, T.: A review of current and developing international practice in the use of social networking (Web 2.0) in higher education, a report commissioned by the committee of enquiry into the changing learner experience (online). Available at http://www.franklin- consulting.co.uk/ (2008). Accessed 9 Jan 2011
- British Educational Communications and Technology Agency (BECTA) Report, Crook, C., Cummings, J., Fisher, T., Graber, R., Harrison, C., Lewin, C., Logan, K., Luckin, R., Oliver, M., Sharples, M.: Web 2.0 technologies for learning: the current landscape -opportunities, chal- lenges and tensions (online). Available at http://partners.becta.org.uk/uploaddir/downloads/ page documents/research/web2 technologies learning.pdf (2008). Accessed 8 Jan 2011
- Kamel Boulos, M.N., Wheeler, S.: The emerging web 2.0 social software: an enabling suite of sociable technologies in health and health care education. Health Inf. Libr. J. 24(1), 2-23 (2007)
- Wenger, E.: Communities of practice (online). Available at http://www.ewenger.com/theory/ (2006). Accessed 8 Jan 2011
- Downes, S.: Learning networks in practice. In: British Educational Communications and Technology Agency (BECTA), 2007. Emerging Technologies for Learning, vol. 2 (online). Available at http://partners.becta.org.uk/page documents/research/emerging technologies07 chapter2.pdf (2007). Accessed 8 Jan 2011
- Mejias U.: Teaching social software with social software. Innovate: J. Online Educ. 2(5), (2006) (online). Available at http://innovateonline.info/pdf/vol2 issue5/Teaching Social Software with Social Software.pdf. Accessed 9 Jan 2011
- Siemens, G: Connectivism: a learning theory for the digital age. Elearnspace everything elearning, Dec 12 (online). Available at http://www.elearnspace.org/Articles/connectivism.htm (2004). Accessed 9 Jan 2011
- Dalsgaard, C.: Social software: e-learning beyond learning management systems. Eur. J. Open Distance E-Learning (2006) (online). Available at http://www.eurodl.org/materials/contrib/ 2006/Christian Dalsgaard.htm (2006). Accessed 9 Jan 2011
- Walton, A., Weller, M., Conole, G.: Social: learn -widening participation and sustainability of higher education. In: Proceedings of. EDEN 2008: Annual Conference of the European Distance and E-Learning Network, Lisbon, Portugal, June 2008
- Toole, T.: Education through ubiquitous technologies and online resources (eTutor): JISC project final report, pp. 7-8 (online). Available at http://reports.jiscemerge.org.uk//18-eTutor- Education-Through-Ubiquitous-Technologies-and-On-line-Resources.html (2009). Accessed 7 Jan 2011
- Atkins, D.E., Brown, J.S., Hammond, A.L.: A review of the open educational resources (OER) movement: achievements, challenges, and new opportunities, Feb (online). Available at http://learn.creativecommons.org/wpcontent/uploads/2008/03/ areviewoftheopeneducationalresourcesoermovement bloglink.pdf (2007). Accessed 7 Jan 2011
- Waters, J.K.: Web 2.0 event draws the bleeding-edge cloud crowd. Application development trends, 29 April (online). Available at http://adtmag.com/articles/2008/04/29/web-20-event- draws-the-bleedingedge-cloud-crowd.aspx (2008). Accessed 7 Jan 2011
- Joint Information Systems Committee (JISC): Enhancing learner progression through per- sonalised learning environments: final report (online). Available at http://www.jisc.ac.uk/ whatwedo/programmes/elearningcapital/xinstit1/elp2.aspx. Accessed 8 Jan 2011
- Joint Information Systems Committee (JISC): eTutor -education through ubiquitous technolo- gies and on-line resources (online). Available at http://www.jisc.ac.uk/whatwedo/programmes/ usersandinnovation/etutor.aspx. Accessed 7 Jan 2011
- Google for Educators: (online). Available at http://www.google.com/educators/index.html (2011). Accessed 7 Jan 2011
- Piaget, J.: To Understand Is to Invent. The Viking Press, Inc., New York (1972)
- Bruner, J.S.: The act of discovery. Harv. Educ. Rev. 31(1), 21-32 (1961)
- Papert, S.: Computer-based microworlds as incubators for powerful ideas. In: Taylor, R. (ed.) The Computer in the School: Tutor, Tool, Tutee, pp. 203-210. Teacher's College Press, New York (1980)
- Mayer, R.: Should there be a three-strikes rule against pure discovery learning? The case for guided methods of instruction. Am. Psychol. 59(1), 14-19 (2004)
- Weller, M.: VLE 2.0 and future directions in learning environments. In: Philip, R., Voerman, A., Dalziel, J. (eds.) Proceedings of the First International LAMS Conference 2006: Designing the Future of Learning, Sydney, 6-8 Dec 2006: LAMS Foundation, pp. 99-106 (online). Available http://lamsfoundation.org/lams2006/pdfs/Weller Lams06.pdf (2006). Accessed 18 Feb 2010
- Chatti cited in Syvänen, A., Muukkonen, J., Sihvonen, M.: Are the open issues of social software-based personal learning environment practices being addressed? In: Proceedings of the 13th International MindTrek Conference: Everyday Life in the Ubiquitous Era, pp. 142- 148 (2009)
- Pole, R., Hole, S., Jones, K., Williams, J., Toole, T.: eDiscovery learning: an evaluation of web 2.0 technology to enhance learning. In: Proceedings for the 'e'Teaching and Learning Workshop 2010, Higher Education Academy Subject Network for Information and Computer Sciences (HEA-ICS), University of Greenwich, London (2010)
- JISC, Williams, J.: eTutor project pilot evaluation report: a free, easy and effective web 2.0 solution for discovery e-learning, 13 March (online). Available at http://etutor.pbworks.com/ w/page/6146602/Evaluation%20and%20Reporting (2009). Accessed 9 Jan 2011
- Netmarketshare: Search engine market share (online). Available at http://marketshare.hitslink. com/search-engine-market-share.aspx?qprid=4# (2010). Accessed 27 Oct 2010
- Liccardi, I., Ounnas, A., Pau, R., Massey, E., Kinnunen, P., Lewthwaite, S., Midy, M., Sarkar, C.: The role of social networks in students' learning experiences. In: Proceedings of ITiCSE-WGR'07 Working Group Reports on Iticse on Innovation and Technology in Com- puter Science Education (online). Available at http://portal.acm.org/citation.cfm?id=1345442 (2007). Accessed 10 Jan 2011
- Alexanderson, G.: Euler and königsberg's bridges: a historical view. Bull. Am. Math. Soc. 43(4), 567-573 (2006)
- West, D.B.: Introduction to Graph Theory, 2nd edn. Prentice Hall, Upper Saddle River (2000)
- Wasserman, S., Faust, K.: Social Network Analysis: Methods and Applications. Cambridge University Press, Cambridge/New York (1994)
- Pastor-Satorras, R., Vespignani, A.: Epidemic spreading in scale-free networks. Phys. Rev. Lett. 86(14), 3200-3203 (2001)
- Boyd, D., Ellison, N.: Social network sites: definition, history, and scholarship. J. Comput. Mediat. Commun. 13(1), 210-230 (2007)
- Chen, J., Geyer, W., Dugan, C., Muller, M., Guy, I.: Make new friends, but keep the old: recommending people on social networking sites. In: Proceedings of the 27th International Conference on Human Factors in Computing Systems. CHI '09, pp. 201-210. ACM Press, Boston (2009)
- Armstrong, J.S.: Principles of Forecasting: A Handbook for Researchers and Practitioners. Kluwer Academic Publishers, Boston (2001)
- Salton, G.: Automatic Text Processing: the Transformation, Analysis and Retrieval of Information by Computer. Addison-Wesley Publishing, Reading (1989)
- Powell, M.J.D.: Approximation Theory and Methods. Cambridge University Press, Cam- bridge/New York (1981)
- Thaler, R.: Toward a positive theory of consumer choice. J. Econ. Behav. Organ. 1(1), 39-60 (1980)
- Linden, G., Smith, B., York, J.: Amazon.com recommendations: item-to-item collaborative filtering. IEEE Internet Comput. 7(1), 76-80 (2003)
- Miller, B.N., Albert, I., Lam, S.K., Konstan, J.A., Riedl, J.: Movielens unplugged: experiences with an occasionally connected recommender system. In: Proceedings of the 8th International Conference on Intelligent User Interfaces. IUI '03, pp. 263-266. ACM Press, New York (2003)
- Bellman, S., Lohse, G.H., Johnson, E.J.: Predictors of online buying behavior. Commun. ACM. 42(12), 32-38 (1999)
- Rich, E.: User modeling via stereotypes. Cogn. Sci. 3(4), 329-354 (1979)
- Goldberg, D., Nichols, D., Oki, B. M., Terry, D.: Using collaborative filtering to weave an information tapestry. Commun. ACM. 35(12), 61-70 (1992)
- Lewis, K., Kaufman, J., Gonzalez, M., Wimmer, A., Christakis, N.: Tastes, ties, and time: a new social network dataset using facebook.com. Soc. Netw. 30(4), 330-342 (2008)
- Milgram, S.: The small-world problem. Psychol. Today 2, 60-67 (1967)
- Watts, D.J.: Small Worlds: the Dynamics of Networks Between Order and Randomness, illustrated edn. Princeton University Press, Princeton (1999)
- Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans. Knowl. Data Eng. 17(6), 734-749 (2005)
- Hill, W., Stead, L., Rosenstein, M., Furnas, G.: Recommending and evaluating choices in a virtual community of use. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 194-201. ACM Press/Addison-Wesley Publishing Co., New York/Wokingham (1995)
- Resnick, P., Iacovou, N., Suchak, M., Bergstrom, P., Riedl, J.: Grouplens: an open architecture for collaborative filtering of netnews. In: Proceedings of the 1994 ACM Conference on Computer Supported Cooperative Work. CSCW '94, pp. 175-186. ACM Press, New York (1994)
- Shardanand, U., Maes, P.: Social information filtering: algorithms for automating 'word of mouth'. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, pp. 210-217. ACM Press, Addison-Wesley Publishing Co., New York/Wokingham (1995)
- Pazzani, M., Billsus, D.: Learning and revising user profiles: the identification of interesting web sites. Mach. Learn. 27(3), 313-331 (1997)
- Mooney, R.J., Roy, L.: Content-based book recommending using learning for text categoriza- tion. In: Proceedings of the 5th ACM Conference on Digital Libraries. DL '00, pp. 195-204. ACM Press, New York (2000)
- Sarwar, B., Karypis, G., Konstan, J., Reidl, J.: Item-based collaborative feeiltering recommen- dation algorithms. In: Proceedings of the 10th International Conference on World Wide Web. WWW '01, pp. 285-295, ACM Press, New York (2001)
- Lang, K.: Newsweeder: learning to filter netnews. In: Proceedings of the 12th International Conference on Machine Learning, pp. 331-339. Morgan Kaufmann Publishers Inc., San Francisco (1995)
- Pazzani, M., Billsus, D.: Content-based recommendation systems. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.) The Adaptive Web Methods and Strategies of Web Personalization, vol. 4321, pp. 325-341. Springer, Berlin/Heidelberg (2007)
- Balabanovi, M., Shoham, Y.: Fab: content-based, collaborative recommendation. Commun. ACM. 40(3), 66-72 (1997)
- Cai, Y., Leung, H.-F., Li, Q., Tang, J., Li, J.: Recommendation based on object typicality. In: Proceedings of the 19th ACM International Conference on Information and Knowledge Management. CIKM '10, pp. 1529-1532, ACM Press, New York (2010)
- Cantador, I., Bellogín, A., Vallet, D.: Content-based recommendation in social tagging systems. In: Proceedings of the 4th ACM Conference on Recommender Systems. RecSys '10, pp. 237- 240, ACM Press, New York (2010)
- Wartena, C., Slakhorst, W., Wibbels, M.: Selecting keywords for content-based recommen- dation. In: Proceedings of the 19th ACM International Conference on Information and Knowledge Management. CIKM '10, pp. 1533-1536. ACM Press, New York (2010)
- Breese, J.S. Heckerman, D., Kadie, C.: Empirical analysis of predictive algorithms for collaborative filtering. In: Cooper, G.F., Moral, S. (eds.) Proceedings of the 14th Conference on Uncertainty in Artificial Intelligence. UAI-98, University of Wisconsin, Madison, pp. 43-52 (1998)
- Konstan, J.A., Miller, B.N., Maltz, D., Herlocker, J.L., Gordon, L.R., Riedl, J.: Grouplens: applying collaborative filtering to usenet news. Commun. ACM. 40(3), 77-87 (1997)
- Terveen, L., Hill, W., Amento, B., McDonald, D., Creter, J.: Phoaks: a system for sharing recommendations. Commun. ACM. 40(3), 59-62 (1997)
- Goldberg, K., Roeder, T., Gupta, D., Perkins, C.: Eigentaste: a constant time collaborative filtering algorithm. Inf. Retr. J. 4(2), 133-151 (2001)
- Delgado, J., Ishii, N.: Memory-based weighted majority prediction for recommender systems. In: ACM SIGIR'99 Workshop on Recommender Systems: Algorithms and Evaluation. ACM, New York (1999)
- Nakamura, A., Abe, N.: Collaborative filtering using weighted majority prediction algorithms. In: Proceedings of the 15th International Conference on Machine Learning. ICML '98, pp. 395-403. Morgan Kaufmann Publishers Inc., San Francisco (1998)
- Billsus, D., Pazzani, M.J.: Learning collaborative information filters. In: Proceedings of the 15th International Conference on Machine Learning. ICML '98, pp. 46-54. Morgan Kaufmann Publishers Inc., San Francisco (1998)
- Getoor, L., Sahami, M.: Using probabilistic relational models for collaborative filtering. In: Proceedings Workshop on Web Usage Analysis and User Profiling. WEBKDD '99. Springer, Berlin/New York (1999)
- Hofmann, T.: Collaborative filtering via gaussian probabilistic latent semantic analysis. In: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Informaion Retrieval. SIGIR '03, pp. 259-266. ACM Press, New York (2003)
- Marlin, B.: Modeling user rating profiles for collaborative filtering. In: Proceedings of the 17th Annual Conference of Neural Information Processing Systems. NIPS '03. MIT Press, Cambridge (2003)
- Pavlov, D., Pennock, D.M.: A maximum entropy approach to collaborative filtering in dynamic, sparse, high-dimensional domains. In: Becker, S., Thrun, S., Obermayer, K. (eds.) NIPS, pp. 1441-1448. MIT Press, Cambridge, MA, USA (2002)
- Ungar, L., Foster, D., Clustering methods for collaborative filtering. In: Proceedings of the Workshop on Recommender Systems at the 15th National Conference on Artificial Intelligence. AAAI'98. AAAI Press, Menlo Park (1998)
- Chien, Y.H., George, E.I.: A bayesian model for collaborative filtering. In: Proceedings of the 7th International Workshop Artificial Intelligence and Statistics, Fort Lauderdale. Morgan Kaufmann, San Francisco (1999)
- Pennock, D., Horvitz, E., Lawrence, S., Giles, L.C.: Collaborative filtering by personality di- agnosis: a hybrid memory-and model-based approach. In: Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence. UAI 2000, pp. 473-480, Stanford University, Stanford (2000)
- Lee, W.S.: Collaborative learning for recommender systems. In: Proceedings of the 18th International Conference on Machine Learning. ICML-2001, vol. 2001, pp. 314-321. McGraw-Hill, Williamstown, MA, USA (2001)
- Claypool, M., Gokhale, A., Miranda, T., Murnikov, P., Netes, D., Sartin, M.: Combining content-based and collaborative filters in an online newspaper. In: Proceedings of ACM SIGIR Workshop on Recommender Systems. SIGIR '99, Berkeley, CA, USA (1999)
- Pazzani, M.: A framework for collaborative, content-based and demographic filtering. Artif. Intell. Rev. 13(5/6), 393-408 (1999)
- Soboroff, I., Nicholas, C.: Combining content and collaboration in text filtering. In: Proceedings of the IJCAI-99 Workshop on Machine Learning for Information Filtering, Stockholm, Sweden (1999)
- Popescul, A., Ungar, L.H., Pennock, D.M., Lawrence, S.: Probabilistic models for unified collaborative and content-based recommendation in sparse-data environments. In: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence. UAI '01, pp. 437-444. Morgan Kaufmann Publishers Inc., San Francisco (2001)
- Schein, A.I., Popescul, A., Ungar, L.H., Pennock, D.M.: Methods and metrics for cold-start recommendations. In: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. SIGIR '02, pp. 253-260, ACM Press, New York (2002)
- Burke, R.: Knowledge-based recommender systems. In: Encyclopedia of Library and Information Systems, vol. 69. Marcel Dekker Inc., New York (2000)
- Burke, R.: Hybrid recommender systems: survey and experiments. User Model. User-Adapt. Interact. 12(4), 331-370 (2002)
- Melville, P., Mooney, R.J., Nagarajan, R.: Content-boosted collaborative filtering for improved recommendations. In: Proceedings of the 18th National Conference on Artificial Intelligence. AAAI2002, pp. 187-192. AAAI Press, Menlo Park (2002)
- He, J., Chu, W.W.: A social network-based recommender system (snrs). Ann. Inf. Syst. Spec. Issue Data Min. Soc. Netw. Data. 12, 47-74 (2010)
- Subramani, M.R., Rajagopalan, B.: Knowledge-sharing and influence in online social networks via viral marketing. Commun. ACM. 46(12), 300-307 (2003)
- Yang, S., Allenby, G.M.: Modeling interdependent consumer preferences. J. Mark. Res. 40(3), 282-294 (2003)
- Jurvetson, S.: What exactly is viral marketing? Red Herring 78, 110-112 (2000)
- Bank, M., Franke, J.: Social networks as data source for recommendation systems in: E-commerce and web technologies. Lect. Notes Bus. Inf. Process. 61, 49-60 (2010)
- Hu, N., Liu, L., Zhang, J.J.: Do online reviews affect product sales? The role of reviewer characteristics and temporal effects. Inf. Technol. Manag. 9(3), 201-214 (2008)
- Ghose, A., Ipeirotis, P.G.: Designing novel review ranking systems: predicting the usefulness and impact of reviews. In: Proceedings of the 9th International Conference on Electronic Commerce. ICEC '07, pp. 303-310. ACM Press, New York (2007)
- David, S., Pinch, T.J.: Six degrees of reputation: the use and abuse of online review and recommendation systems. First Monday 11(3) (2005). http://firstmonday.org/htbin/cgiwrap/ bin/ojs/index.php/fm/article/view/1590/1505
- Hu, N., Pavlou, P.A., Zhang, J.: Can online reviews reveal a product's true quality?: empirical findings and analytical modeling of online word-of-mouth communication. In: Proceedings of the 7th ACM Conference on Electronic Commerce. EC '06, pp. 324-330. ACM Press, New York (2006)
- Domingos, P., Richardson, M.: Mining the network value of customers. In: Proceedings of the 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. KDD '01, pp. 57-66. ACM Press, New York (2001)
- Richardson, M., Domingos, P.: Mining knowledge-sharing sites for viral marketing. In: Proceedings of the 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. KDD '02, pp. 61-70. ACM Press, New York (2002)
- Gambetta, D.: Can we trust? In: Trust: Making and Breaking Cooperative Relations, pp. 213-237. Basil Blackwell Publishers, New York (1988)
- Sinha, R., Swearingen, K.: Comparing recommendations made by online systems and friends. In: Proceedings of the DELOS-NSF Workshop on Personalization and Recommender Systems in Digital Libraries, Dublin (2001)
- Swearingen, K., Sinha, R.: Beyond algorithms: an hci perspective on recommender systems. In: Proceedings of the ACM SIGIR 2001 Workshop on Recommender Systems, New Orleans. ACM Press, New Orleans, Louisiana, USA (2001)
- Ziegler, C.N., Lausen, G., Analyzing correlation between trust and user similarity in online communities. In: Proceeding of the 2nd International Conference on Trust Management, vol. 2995, pp. 251-265. Springer, Berlin/Heidelberg (2004)
- Sarda, K., Gupta, P., Mukherjee, D., Padhy, S., Saran, H.: A distributed trust-based recommendation system on social networks. In: Proceedings of the 2nd IEEE Workshop on Hot Topics in Web Systems and Technologies (2008)
- Hannon, J., Bennett, M., Smyth, B.: Recommending twitter users to follow using content and collaborative filtering approaches. In: Proceedings of the 4th ACM Conference on Recommender Systems. RecSys'10, pp. 199-206. ACM Press, New York (2010)
- Moricz, M., Dosbayev, Y., Berlyant, M.: Pymk: friend recommendation at myspace. In: Proceedings of the 2010 International Conference on Management of Data. SIGMOD '10, pp. 999-1002, ACM Press, New York (2010)
- Guy, I., Jaimes, A., Agulló, P., Moore, P., Nandy, P., Nastar, C., Schinzel, H.: Will recommenders kill search?: recommender systems -an industry perspective. In: Proceedings of the 4th ACM Conference on Recommender Systems. RecSys '10, pp. 7-12. ACM Press, New York (2010)