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Dynamics and Automaticity of Context: A Cognitive Modeling Approach

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Modeling and Using Context (CONTEXT 1999)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1688))

Abstract

AI and psychological approaches to context are contrasted and the dynamic and automatic nature of the continuous context change in human cognition is emphasized. A dynamic theory of context is presented which defines context as the dynamic state of human mind. It describes the interaction between memory, perception, and reasoning in forming context as well as how they are influenced by context. A general cognitive architecture, DUAL, is presented that implements the mechanisms of context formation and accounts for the context-sensitivity of human cognition. A model of human problem solving, AMBR, has been built upon the DUAL architecture and the simulation experiments performed with it produce data that are coherent with experimental data on human problem solving.

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References

  1. Abu-Hakima, S., Brezillon, P.: Principles for Application of Context in Diagnostic Problem Solving. In: Brezillon, P. Abu-Hakima, S. (eds.) Working Notes of the IJCAI’95 Workshop on Modelling Context in Knowledge Representation and Reasoning. IBP, LAFORIA 95/11 (1995)

    Google Scholar 

  2. Anderson, J.: The Architecture of Cognition. Harvard Univ. Press, Cambridge, MA (1983)

    Google Scholar 

  3. Bargh, J.: The Four Horsemen of Automaticity: Awareness, Intention, Efficiency. and Control in Social Cognition. In: Wyer, R. & Srull, Th. (eds.) Handbook of Social Cognition. vol. 1: Basic Processes. 2nd Edition, Erlbaum, Hillsdale, NJ (1994)

    Google Scholar 

  4. Barsalou, L. Flexibility, Structure, and Linguistic Vagary in Concepts: Manifestations of a Compositional System of Perceptual Symbols. In: Collins, A., Gathercole, S., Conway, M., & Morris, P. (eds.) Theories of Memory. Erlbaum, Hillsdale, NJ (1993)

    Google Scholar 

  5. Bouquet, P., Cimatti, C.: Formalizing Local Reasoning Using Contexts. In: Brezillon, P. Abu-Hakima, S. (eds.) Working Notes of the IJCAI’95 Workshop on Modelling Context in Knowledge Representation and Reasoning. IBP, LAFORIA 95/11. (1995)

    Google Scholar 

  6. Crusko, A., Wetzel, C.: The Midas Touch: The Effects of Interpersonal Touch on Restaurant Tipping. Personality and Social Psychology Bulletin, 10 (1984) 512–517

    Article  Google Scholar 

  7. Davies, G. & Thomson, D.: Memory in Context: Context in Memory. John Wiley, Chichester (1988)

    Google Scholar 

  8. Davies, G. & Thomson, D.: Context in Context. In: Davies, G. & Thomson, D. (eds.) Memory in Context: Context in Memory. John Wiley, Chichester (1988)

    Google Scholar 

  9. Dunker, K.: On Problem Solving. Psychological Monographs, 58:5 (1945)

    Google Scholar 

  10. Fikes, R., Nilsson, N,: STRIPS: A New Approach to the Application of Theorem Proving to Problem Solving. Artificial Intelligence, 2 (1971) 189–208

    Article  MATH  Google Scholar 

  11. Gick, M. & Holyoak, K.: Analogical Problem Solving. Cognitive Psychology, 12 (1980) 306–355

    Article  Google Scholar 

  12. Giunchiglia, F.: Contextual Reasoning. In: Epistemologia — Special Issue on I Linguaggi e le Machine, 16 (1993) 345–364

    Google Scholar 

  13. Giunchiglia, F. & Bouquet, P.: Introduction to Contextual Reasoning. In: Kokinov. B. (ed.) Perspectives on Cognitive Science, vol. 3, NBU Press, Sofia (1997)

    Google Scholar 

  14. Hofstadter, D.: Fluid Concepts and Creative Analogies. Basic Books, NY (1995)

    Google Scholar 

  15. Isen, A., Shalker, T., Clark, M., Karp, L.: Affect, Accessibility of Material in Memory, and Behavior: A Cognitive Loop? Journal of Personality and Social Psychology, 36 (1978) 1–12.

    Article  Google Scholar 

  16. Kintsch, W.: The Role of Knowledge in Discourse Comprehension: A Construction-Integration Model. Psychological Review, 95(2) (1988) 163–182

    Article  Google Scholar 

  17. Kokinov, B.: Associative Memory-Based Reasoning: Some Experimental Results. In: Proceedings of the 12th Annual Conference of the Cognitive Science Society, Erlbaum, Hillsdale, NJ (1990)

    Google Scholar 

  18. Kokinov, B.: A Hybrid Model of Reasoning by Analogy. Chapter 5. in: K. Holyoak & J. Barnden (eds.) Analogical Connections, Advances in Connectionist and Neural Computation Theory, vol.2, Ablex Publ. Corp., Norwood, NJ (1994)

    Google Scholar 

  19. Kokinov, B.: The DUAL Cognitive Architecture: A Hybrid Multi-Agent Approach. In: A. Cohn (ed.) Proceedings of ECAI’94. John Wiley & Sons, Ltd., London (1994)

    Google Scholar 

  20. Kokinov, B.: The Context-Sensitive Cognitive Architecture DUAL. In: Proceedings of the 16th Annual Conference of the Cognitive Science Society. Erlbaum, Hillsdale, NJ (1994)

    Google Scholar 

  21. Kokinov, B.: A Dynamic Approach to Context Modeling. In: Brezillon, P. Abu-Hakima, S. (eds.) Working Notes of the IJCAI’95 Workshop on Modelling Context in Knowledge Representation and Reasoning. IBP, LAFORIA 95/11 (1995)

    Google Scholar 

  22. Kokinov, B.: Micro-Level Hybridization in the Cognitive Architecture DUAL. In: R. Sun & F. Alexander (eds.) Connectionist-Symbolic Integration: From Unified to Hybrid Architectures, Lawrence Erlbaum Associates, Hilsdale, NJ (1997)

    Google Scholar 

  23. Kokinov, B.: Analogy is like Cognition: Dynamic, Emergent, and Context-Sensitive. In: Holyoak, K., Gentner, D., Kokinov, B. (eds.) — Advances in Analogy Research: Integration of Theory and Data from the Cognitive, Computational, and Neural Sciences. NBU Press, Sofia (1998)

    Google Scholar 

  24. Kokinov, B., Hadjiilieva, K., & Yoveva, M.: Explicit vs. Implicit Hint: Which One is More Useful? In: Kokinov. B. (ed.) Perspectives on Cognitive Science, vol. 3, NBU Press, Sofia (1997)

    Google Scholar 

  25. Kokinov, B., Nikolov, V., Petrov, A.: Dynamics of Emergent Computation in DUAL. In: Ramsay, A.. (eds.) Artificial Intelligence: Methodology, Systems, Applications. IOS Press, Amsterdam (1996)

    Google Scholar 

  26. Kokinov, B., Yoveva, M.: Context Effects on Problem Solving. In: Proceedings of the 18th Annual Conference of the Cognitive Science Society. Erlbaum, Hillsdale, NJ (1996)

    Google Scholar 

  27. Levandowsky, S., Kirsner, K., & Bainbridge, V.: Context Effects in Implicit Memory: A Sense-Specific Account. In: Lewandowsky, S., Dunn, J., & Kirsner, K. (eds.) Implicit Memory: Theoretical Issues. Erlbaum, Hillsdale, NJ (1989)

    Google Scholar 

  28. Lockhart, R.: Conceptual Specificity in Thinking and Remembering. In: Davies, G. & Thomson, D. (eds.) Memory in Context: Context in Memory. John Wiley, Chichester (1988)

    Google Scholar 

  29. Luchins, A.: Mechanization in Problem Solving: The Effect of Einstellung. Psychological Monographs, 54:6 (1942)

    Google Scholar 

  30. Maier, N.: Reasoning in Humans II: The Solution of a Problem and it Appearance in Consciousness. Journal of Comparative Psychology, 12 (1931) 181–194.

    Article  Google Scholar 

  31. McCarthy, J.: Generality in Artificial Intelligence. Communications of the ACM, 30 (1987) 1030–1035

    Article  MATH  MathSciNet  Google Scholar 

  32. McCarthy, J.: Notes on Formalizing Context. In: Proceedings of the 13th IJCAI, AAAI Press (1993) 555–560

    Google Scholar 

  33. Murphy, S., Zajonc, R.: Affect, Cognition, and Awareness: Affective Priming with Optimal and Suboptimal Stimulus Exposures. Journal of Personality and Social Psychology, 64 (1993) 723–739

    Article  Google Scholar 

  34. Öztürk, P., Aamodt, A.: A Context Model for Knowledge-Intensive Case-Based Reasoning. Int. J. Human-Computer Studies, 48 (1998) 331–355.

    Article  Google Scholar 

  35. Petrov, A., Kokinov, B.: Mapping and Access in Analogy-Making: Independent or Interactive? A Simulation Experiment with AMBR. In: Holyoak, K., Gentner, D., Kokinov, B. (eds.) Advances in Analogy Research: Integration of Theory and Data from the Cognitive, Computational, and Neural Sciences. NBU Press, Sofia (1998)

    Google Scholar 

  36. Petrov, A., Kokinov, B.: Processing Symbols at Variable Speed in DUAL: Connectionist Activation as Power Supply. In: Proceedings of the 17th IJCAI, AAAI Press (1999)

    Google Scholar 

  37. Roediger, H. & Srinivas, K.: Specificity of Operations in Perceptual Priming. In: Graf, P. & Masson, M. (eds.) Implicit Memory: New Directions in Cognition, Development, and Neuropsychology. Erlbaum, Hillsdale (1993)

    Google Scholar 

  38. Schunn, C. & Dunbar, K. Priming, Analogy, and Awareness in Complex Reasoning. Memory and Cognition, 24 (1996) 271–284

    Google Scholar 

  39. Shafir, E., Simonson, I. & Tversky, A.: Reason-Based Choice. Cognition, 49 (1993) 11–36

    Article  Google Scholar 

  40. Sperber, D. & Wislon, D.: Relevance. Communication and Cognition. Harvard University Press, Cambridge, MA (1986)

    Google Scholar 

  41. Tiberghien, G.: Language Context and Context Language. In: Davies, G. & Thomson, D. (eds.) Memory in Context: Context in Memory. John Wiley, Chichester (1988)

    Google Scholar 

  42. Turner, R. Context-Mediated Behavior for Intelligent Agents. Int. J. Human-Computer Studies, 48 (1998) 307–330

    Article  Google Scholar 

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© 1999 Springer-Verlag Berlin Heidelberg

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Kokinov, B. (1999). Dynamics and Automaticity of Context: A Cognitive Modeling Approach. In: Bouquet, P., Benerecetti, M., Serafini, L., Brézillon, P., Castellani, F. (eds) Modeling and Using Context. CONTEXT 1999. Lecture Notes in Computer Science(), vol 1688. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48315-2_16

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  • DOI: https://doi.org/10.1007/3-540-48315-2_16

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