Academia.eduAcademia.edu

Outline

Ontology evolution for end-user communities

2013, International Semantic Web Conference

Abstract

This project supports application for a practice-based [4] PhD by Peter Goodall. The project will produce a system architecture and proof-of-concept laboratory implementation to model, instrument, prototype, and evaluate the effectiveness of several alternate system designs which are intended to enable small end-user communities to evolve specialized ontologies and annotations for entities important to them. Depending on available resources, the laboratory may also be used to study bridging-subset ontologies for interchange, federation and seeding of community ontologies. There will be a discussion of the strengths and weaknesses of various approaches tried by others, and a reflection on the usefulness of the system resulting from innovative work of this project.

References (22)

  1. Bergman, M.: The sweet compendium of ontology building tools (Jan 2010), http://www.mkbergman.com/862/ the-sweet-compendium-of-ontology-building-tools/
  2. Blei, D.M., Lafferty, J.D.: Dynamic topic models. In: Proceedings of the 23rd international conference on Machine learning. p. 113120 (2006), http://dl.acm.org/citation.cfm?id=1143859
  3. Blei, D.M., Griffiths, T.L., Jordan, M.I., Tenenbaum, J.B.: Hierarchical topic models and the nested chinese restaurant process. In: Advances in Neural Information Processing Systems. p. 2003. MIT Press (2004)
  4. Candy, L.: Practice based research: A guide. CCS Report: 2006-V1. 0 November p. 19 (2006)
  5. Chandler, D.: Semiotics the Basics. Taylor & Francis, Hoboken (2007), http://public.eblib.com/EBLPublic/PublicView.do?ptiID=308502
  6. Cimiano, P., Staab, S., Tane, J.: Automatic acquisition of taxonomies from text: FCA meets NLP. In: International Workshop & Tutorial on Adaptive Text Extraction and Mining held in conjunction with the 14th European Conference on Machine Learning and the 7th European Conference on Principles and Practice of. p. 10 (2003)
  7. Cimiano, P.: Ontology Learning and Population from Text: Algorithms, Evaluation and Applications. Springer-Verlag New York, Inc., Secaucus, NJ, USA (2006)
  8. Eklund, P., Goodall, P., Wray, T.: Information retrieval and social tagging for digital libraries using formal concept analysis. In: Computing and Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), 2010 IEEE RIVF International Conference on. p. 16 (2013)
  9. Eklund, P., Goodall, P., Wray, T., Bunt, B., Lawson, A., Christidis, L., Daniels, V., Van Ollfen, M.: Designing the digital ecosystem of the virtual museum of the pacific. In: 3rd IEEE International Conference on Digital Ecosystems and Technologies. IEEE Press (2009)
  10. Eklund, P., Goodall, P.J., Wray, T., Daniel, V., Van Olffen, M.: Folksonomy with practical taxonomy, a design for social metadata of the virtual museum of the pacific. In: Proceedings of the 6th International Conference on Information Technology and Applications. p. 112117 (2009)
  11. Fischer, G.: Communities of interest: Learning through the interaction of multiple knowledge systems. In: Proceedings of the 24th IRIS Conference. p. 114 (2001)
  12. Fu, W.T.: The microstructures of social tagging: a rational model. In: Proceedings of the 2008 ACM conference on Computer supported cooperative work. p. 229238 (2008), http://dl.acm.org/citation.cfm?id=1460600
  13. Gennari, J.H., Musen, M.A., Fergerson, R.W., Grosso, W.E., Crubzy, M., Eriksson, H., Noy, N.F., Tu, S.W.: The evolution of protg: an environment for knowledge-based systems development. International Journal of Human-computer studies 58(1), 89123 (2003), http://www.sciencedirect.com/science/article/pii/S1071581902001271
  14. Gruber, T.R., et al.: A translation approach to portable ontology specifications. Knowledge acquisition 5, 199199 (1993)
  15. Mika, P.: Ontologies are us: A unified model of social networks and semantics. Web Semantics: Science, Services and Agents on the World Wide Web 5(1), 5-15 (Mar 2007), http://www.sciencedirect.com/science/article/ B758F-4MYF67P-1/2/56984a3ddf4632bb98b722551cdb1151
  16. Nth, W.: Handbook of semiotics. Indiana University Press (1995), http: //books.google.com/books?hl=en&lr=&id=rHA4KQcPeNgC&oi=fnd&pg=PR9&dq= Handbook+of+Semiotics&ots=ddo1tWkS4f&sig=9NNalr 6O7bREpvCPhwQXB9lBn4
  17. Oxford English Dictionary: "ontology, n.". (2004), http://www.oed.com/view/Entry/131551?redirectedFrom=Ontology
  18. Rosch, E., Mervis, C., Gray, W., Johnson, D., Boyes-Braem, P.: Basic objects in natural categories. Cognitive psychology 8(3), 382439 (1976)
  19. Rosch, E.: Principles of categorization. Concepts: core readings p. 189206 (1999), http://books.google.com/books?hl=en&lr=&id=sj1gczQ-7K8C&oi=fnd&pg= PA189&dq=%0D%0A1%0D%0APrinciples+of+Categorization%0D%0AEleanor+
  20. Rosch,+1978+&ots=NoqbGizR2u&sig=0WEAZVboo9yC0P8tnryxMC7DT3M
  21. Sanborn, A.N., Griffiths, T.L., Navarro, D.J.: A more rational model of categorization. In: Proceedings of the 28th annual conference of the cognitive science society. p. 726731 (2006), http://citeseerx.ist.psu.edu/viewdoc/ download?doi=10.1.1.163.3800&rep=rep1&type=pdf
  22. Wenger, E.: Communities of Practice: Learning, Meaning, and Identity. Cambridge University Press (Sep 1999)