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Outline

The empirical case for role-governed categories

2011, Cognition

https://doi.org/10.1016/J.COGNITION.2010.10.009

Abstract

Most theories of categorization posit feature-based representations. Markman and Stilwell (2001) argued that many natural categories name roles in relational systems and therefore they are role-governed categories. There is little extant empirical evidence to support the existence of role-governed categories. Three experiments examine predictions for ways that role-governed categories should differ from feature-based categories. Experiment 1 shows that our knowledge of role-governed categories, in contrast to feature-based categories, is largely about properties extrinsic to category members. Experiment 2 shows that role-governed categories have more prominent ideals than feature-based categories. Experiment 3 demonstrates that novel role-governed categories are licensed by the instantiation of novel relational structures. We then discuss broader implications for the study of categories and concepts.

References (61)

  1. Ahn, W., Kim, N. S., Lassaline, M. E., & Dennis, M. (2000). Causal status as a determinant of feature centrality. Cognitive Psychology, 41, 361-416.
  2. Barr, R. A., & Caplan, L. J. (1987). Category representations and their implications for category structure. Memory and Cognition, 15, 397-418.
  3. Barsalou, L. W. (1983). Ad hoc categories. Memory and Cognition, 11, 211-227.
  4. Barsalou, L. W. (1985). Ideas, central tendency, and frequency of instantiation as determinants of graded structures in categories. Journal of Experimental Psychology: Learning, Memory, and Cognition, 11, 629-654.
  5. Bowdle, B., & Gentner, D. (2005). The career of metaphor. Psychological Review, 112, 193-216.
  6. Brennan, S. E., & Clark, H. H. (1996). Conceptual pacts and lexical choice in conversation. Journal of Experimental Psychology: Learning, Memory, and Cognition, 22, 1482-1493.
  7. Chi, M., Feltovich, P., & Glaser, R. (1981). Categorization and representation of physics problems by experts and novices. Cognitive Science, 5(2), 121-152.
  8. Clark, E. V., & Clark, H. H. (1979). When nouns surface as verbs. Language, 55(4), 767-811.
  9. Clark, H. H., & Wilkes-Gibbs, D. (1986). Referring as a collaborative process. Cognition, 22, 1-39.
  10. Collins, A. M., & Loftus, E. F. (1975). A spreading activation theory of semantic memory. Psychological Review, 82, 407-428.
  11. Cree, G. S., McNorgan, C., & McRae, K. (2006). Distinctive features hold a privileged status in the computation of word meaning: Implications for theories of semantic memory. Journal of Experimental Psychology: Learning, Memory & Cognition, 32, 643-658.
  12. Cree, G. S., McRae, K., & McNorgan, C. (1999). An attractor model of lexical conceptual processing: Simulating semantic priming. Cognitive Science, 23, 371-414.
  13. Ferretti, T. R., McRae, K., & Hatherell, A. (2001). Integrating verbs, situation schemas, and thematic role concepts. Journal of Memory and Language, 44, 516-547.
  14. Gentner, D. (1975). Evidence for the psychological reality of semantic components: The verbs of possession. In D. A. Norman, D. E. Rumelhart, & the LNR Research Group (Eds.), Explorations in cognition (pp. 211-246). San Francisco: Freeman.
  15. Gentner, D. (1982). Why nouns are learned before verbs: Linguistic relativity versus natural partitioning. In S. A. Kuczaj (Ed.). Language development: Language, thought and culture (Vol. 2, pp. 301-334). Hillsdale, NJ: Lawrence Erlbaum Associates.
  16. Gentner, D. (1983). Structure-mapping: A theoretical framework for analogy. Cognitive Science, 7, 155-170.
  17. Gentner, D. (1989). The mechanisms of analogical learning. In S. Vosniadou & A. Ortony (Eds.), Similarity and analogical reasoning. New York: Cambridge University Press.
  18. Gentner, D., & Asmuth, J. (2008). Can relationality be distinguished from abstractness in noun mutability? In B. C. Love, K. McRae, & V. M. Sloutsky (Eds.), Proceedings of the 30th annual conference of the cognitive science society (pp. 863-868). Austin, TX: Cognitive Science Society.
  19. Gentner, D., Anggoro, F. K., & Klibanoff, R. S. (in press). Structure-mapping and relational language support children's learning of relational categories. Child Development.
  20. Gentner, D., & Kurtz, K. (2005). Relational categories. In W. K. Ahn, R. L. Goldstone, B. C. Love, A. B. Markman, & P. W. Wolff (Eds.), Categorization inside and outside the lab (pp. 151-175). Washington, DC: APA.
  21. Glushko, R. J., Maglio, P. P., Matlock, T., & Barsalou, L. W. (2008). Categorization in the wild. Trends in Cognitive Sciences, 12, 129-135.
  22. Goldwater, M. B., & Markman, A. B. (in press). Categorizing entities by common role. Psychonomic Bulletin & Review.
  23. Goldwater, M. B., Asmuth, J., & Gentner, D. (in preparation). Norms distinguishing schema-governed categories, role-governed categories, and feature-based categories.
  24. Goldwater, M. B., Markman, A. B., Trujilli, L., & Schnyer, D. (in preparation). An ERP analysis of licensing novel role-governed categories.
  25. Goldwater, M. B., & Markman, A. B. (2009). Constructional sources of implicit agents in sentence comprehension. Cognitive Linguistics, 20, 675-702.
  26. Holyoak, K. J., & Thagard, P. (1989). Analogical mapping by constraint satisfaction. Cognitive Science, 13, 295-355.
  27. Jackendoff, R. (1990). Semantic structures. Cambridge, MA: MIT Press.
  28. Jackendoff, R. (2002). Foundations of language: Brain, meaning, grammar, evolution. Oxford, UK: Oxford University Press.
  29. Jones, M., & Love, B. C. (2007). Beyond common features: The role of roles in determining similarity. Cognitive Psychology, 55, 196-231.
  30. Just, M. A., Carpenter, P. A., & Woolley, J. D. (1982). Paradigms and processes in reading comprehension. Journal of Experimental Psychology General, 11, 228-238.
  31. Kaschak, M. P., & Glenberg, A. M. (2000). Constructing meaning: The role of affordances and grammatical constructions in sentence comprehension. Journal of Memory and Language, 43, 508-529.
  32. Kay, P. (2005). Argument structure constructions and the argument- adjunct distinction. In M. Fried & H. C. Boas (Eds.), Grammatical constructions -Back to the roots. Amsterdam/Philadelphia: Benjamins.
  33. Kay, P., & Fillmore, C. J. (1999). Grammatical constructions and linguistic generalizations: The what's X doing Y? construction. Language, 75, 1-33.
  34. Keil, F. C. (1989). Spiders in the web of belief: The tangled relations between concepts and theories. Mind and Language, 4, 43-45.
  35. Kim, A., & Osterhout, L. (2005). The independence of combinatory semantic processing: Evidence from event-related potentials. Journal of Memory and Language, 52, 205-225.
  36. Kutas, M., & Hillyard, S. A. (1980). Reading senseless sentences: Brain potentials reflect semantic incongruity. Science, 207, 203-205.
  37. Levin, B., & Rappaport-Hovav, M. (2005). Argument realization. Cambridge, UK: Cambridge University Press.
  38. Lin, E. L., & Murphy, G. L. (2001). Thematic relations in adults' concepts. Journal of Experimental Psychology: General, 130, 3-28.
  39. Love, B. C., Medin, D. L., & Gureckis, T. M. (2004). SUSTAIN: A network model of category learning. Psychological Review, 111, 309-332.
  40. Lynch, E. B., Coley, J. D., & Medin, D. L. (2000). Tall is typical: Central tendency, ideal dimensions and graded category structure among tree experts and novices. Memory and Cognition, 28, 41-50.
  41. Markman, A. B. (1999). Knowledge representation. Mahwah, NJ: Lawrence Erlbaum Associates.
  42. Markman, A. B., & Makin, V. S. (1998). Referential communication and category acquisition. Journal of Experimental Psychology: General, 127, 331-354.
  43. Markman, A. B., & Ross, B. (2003). Category use and category learning. Psychological Bulletin, 129, 592-613.
  44. Markman, A. B., & Stilwell, C. H. (2001). Role-governed categories. Journal of Experimental & Theoretical Artificial Intelligence, 13, 329-358.
  45. Mauner, G., & Koenig, J. P. (2000). Linguistic vs. conceptual sources of implicit agents in sentence comprehension. Journal of Memory & Language, 43, 110-234.
  46. McKoon, G., & MacFarland, T. (2002). Event templates in the lexical representations of verbs. Cognitive Psychology, 45, 1-44.
  47. McRae, K., Ferretti, T. R., & Amyote, L. (1997). Thematic roles as verb- specific concepts. Language and Cognitive Processes, 12, 137-176.
  48. Medin, D. L., & Schaffer, M. M. (1978). A context theory of classification learning. Psychological Review, 85, 207-238.
  49. Murphy, G. L. (2002). The big book of concepts. Cambridge, MA: MIT Press.
  50. Murphy, G. L., & Medin, D. L. (1985). The role of theories in conceptual coherence. Psychological Review, 92, 289-316.
  51. Nosofsky, R. M. (1986). Attention, similarity, and the identification- categorization relationship. Journal of Experimental Psychology: General, 115(1), 39-57.
  52. Posner, M. I., & Keele, S. W. (1968). On the genesis of abstract ideas. Journal of Experimental Psychology, 77, 353-363.
  53. Rehder, B. (2003). Categorization as causal reasoning. Cognitive Science, 27, 709-748.
  54. Rehder, B., & Ross, B. H. (2001). Abstract coherent concepts. Journal of Experimental Psychology: Learning, Memory, and Cognition, 27, 1261-1275.
  55. Rein, J. R., Goldwater, M. B., & Markman, A. B. (2010). What is typical about the typicality effect in category-based induction? Memory and Cognition, 38, 377-388.
  56. Rosch, E. H. (1973). Natural categories. Cognitive Psychology, 4, 328-350.
  57. Ross, B. H., & Murphy, G. L. (1999). Food for thought: Cross-classification and category organization in a complex real-world domain. Cognitive Psychology, 38, 495-553.
  58. Sloman, S. A., Love, B. C., & Ahn, W. K. (1998). Feature centrality and conceptual coherence. Cognitive Science, 22, 189-228.
  59. Smith, E. E., Shoben, E. J., & Rips, L. J. (1974). Structure and process in semantic memory: A featural model for semantic decisions. Psychological Review, 81, 214-241.
  60. Traxler, M. J., Pickering, M. J., & McElree, B. (2002). Coercion in sentence processing: Evidence from eye-movements and self-paced reading. Journal of Memory and Language, 47, 530-547.
  61. Wechsler, S. (1995). The semantic basis of argument structure: A study of the relationship between word meaning and syntax. Stanford University: CSLI Publications.