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Volumn 139, Issue 4, 2010, Pages 702-727

Analogical and Category-Based Inference: A Theoretical Integration With Bayesian Causal Models

Author keywords

Analogical inference; Bayesian theory; Category based inference; Causal models; Schemas

Indexed keywords

ARTICLE; BAYES THEOREM; CONCEPT FORMATION; DECISION MAKING; HUMAN; KNOWLEDGE; LEARNING; PHYSIOLOGY; PSYCHOLOGICAL MODEL;

EID: 78349262693     PISSN: 00963445     EISSN: None     Source Type: Journal    
DOI: 10.1037/a0020488     Document Type: Article
Times cited : (61)

References (86)
  • 1
    • 0032698191 scopus 로고    scopus 로고
    • Effect of causal structure on category construction
    • Ahn W. Effect of causal structure on category construction. Memory & Cognition 1999, 27:1008-1023.
    • (1999) Memory & Cognition , vol.27 , pp. 1008-1023
    • Ahn, W.1
  • 5
    • 0006022096 scopus 로고
    • Understanding predictive relations of necessity and sufficiency in formally equivalent " causal" and " logical" problems
    • Bindra D., Clarke K.A., Shultz T.R. Understanding predictive relations of necessity and sufficiency in formally equivalent " causal" and " logical" problems. Journal of Experimental Psychology: General 1980, 109:422-443.
    • (1980) Journal of Experimental Psychology: General , vol.109 , pp. 422-443
    • Bindra, D.1    Clarke, K.A.2    Shultz, T.R.3
  • 6
    • 0000701709 scopus 로고
    • Analogical learning and transfer: What develops?
    • Cambridge University Press, New York, NY, S. Vosniadou, A. Ortony (Eds.)
    • Brown A.L. Analogical learning and transfer: What develops?. Similarity and analogical reasoning 1989, 369-412. Cambridge University Press, New York, NY. S. Vosniadou, A. Ortony (Eds.).
    • (1989) Similarity and analogical reasoning , pp. 369-412
    • Brown, A.L.1
  • 8
    • 13944276725 scopus 로고    scopus 로고
    • Analogical reasoning and prefrontal cortex: Evidence for separable retrieval and integration mechanisms
    • Bunge S.A., Wendelken C., Badre D., Wagner A.D. Analogical reasoning and prefrontal cortex: Evidence for separable retrieval and integration mechanisms. Cerebral Cortex 2005, 15:239-249.
    • (2005) Cerebral Cortex , vol.15 , pp. 239-249
    • Bunge, S.A.1    Wendelken, C.2    Badre, D.3    Wagner, A.D.4
  • 11
    • 0039630447 scopus 로고    scopus 로고
    • From covariation to causation: A causal power theory
    • Cheng P.W. From covariation to causation: A causal power theory. Psychological Review 1997, 104:367-405.
    • (1997) Psychological Review , vol.104 , pp. 367-405
    • Cheng, P.W.1
  • 12
    • 23844449002 scopus 로고    scopus 로고
    • Constraints and nonconstraints in causal learning: Reply to White (2005) and Luhmann and Ahn (2005)
    • Cheng P.W., Novick L.R. Constraints and nonconstraints in causal learning: Reply to White (2005) and Luhmann and Ahn (2005). Psychological Review 2005, 112:694-707.
    • (2005) Psychological Review , vol.112 , pp. 694-707
    • Cheng, P.W.1    Novick, L.R.2
  • 16
    • 39049173037 scopus 로고    scopus 로고
    • Scientific thinking and reasoning
    • Cambridge University Press, Cambridge, England, K.J. Holyoak, R.G. Morrison (Eds.)
    • Dunbar K., Fugelsang J. Scientific thinking and reasoning. The Cambridge handbook of thinking and reasoning 2005, 705-725. Cambridge University Press, Cambridge, England. K.J. Holyoak, R.G. Morrison (Eds.).
    • (2005) The Cambridge handbook of thinking and reasoning , pp. 705-725
    • Dunbar, K.1    Fugelsang, J.2
  • 19
    • 48749148075 scopus 로고
    • Structure-mapping: A theoretical framework for analogy
    • Gentner D. Structure-mapping: A theoretical framework for analogy. Cognitive Science 1983, 7:155-170.
    • (1983) Cognitive Science , vol.7 , pp. 155-170
    • Gentner, D.1
  • 20
    • 0030641933 scopus 로고    scopus 로고
    • Reasoning and learning by analogy: Introduction
    • Gentner D., Holyoak K.J. Reasoning and learning by analogy: Introduction. American Psychologist 1997, 52:32-34.
    • (1997) American Psychologist , vol.52 , pp. 32-34
    • Gentner, D.1    Holyoak, K.J.2
  • 23
    • 0003081266 scopus 로고
    • Schema induction and analogical transfer
    • Gick M.L., Holyoak K.J. Schema induction and analogical transfer. Cognitive Psychology 1983, 15:1-38.
    • (1983) Cognitive Psychology , vol.15 , pp. 1-38
    • Gick, M.L.1    Holyoak, K.J.2
  • 25
    • 72049119642 scopus 로고    scopus 로고
    • Connecting long distance: Semantic distance in analogical reasoning modulates frontopolar cortex activity
    • Green A., Kraemer D., Fugelsang J., Gray J., Dunbar K. Connecting long distance: Semantic distance in analogical reasoning modulates frontopolar cortex activity. Cerebral Cortex 2010, 20:70-76.
    • (2010) Cerebral Cortex , vol.20 , pp. 70-76
    • Green, A.1    Kraemer, D.2    Fugelsang, J.3    Gray, J.4    Dunbar, K.5
  • 27
    • 34548845565 scopus 로고    scopus 로고
    • The rationality of informal argumentation: A Bayesian approach to reasoning fallacies
    • Hahn U., Oaksford M. The rationality of informal argumentation: A Bayesian approach to reasoning fallacies. Psychological Review 2007, 114:704-732.
    • (2007) Psychological Review , vol.114 , pp. 704-732
    • Hahn, U.1    Oaksford, M.2
  • 28
    • 0032436262 scopus 로고    scopus 로고
    • Processing capacity defined by relational complexity: Implications for comparative, developmental, and cognitive psychology
    • Halford G.S., Wilson W.H., Phillips S. Processing capacity defined by relational complexity: Implications for comparative, developmental, and cognitive psychology. Behavioral and Brain Sciences 1998, 21:803-864.
    • (1998) Behavioral and Brain Sciences , vol.21 , pp. 803-864
    • Halford, G.S.1    Wilson, W.H.2    Phillips, S.3
  • 29
    • 35648993048 scopus 로고    scopus 로고
    • Adaptive non-interventional heuristics for covariation detection in causal induction: Model comparison and rational analysis
    • Hattori M., Oaksford M. Adaptive non-interventional heuristics for covariation detection in causal induction: Model comparison and rational analysis. Cognitive Science 2007, 31:765-814.
    • (2007) Cognitive Science , vol.31 , pp. 765-814
    • Hattori, M.1    Oaksford, M.2
  • 30
    • 0003333952 scopus 로고    scopus 로고
    • A Bayesian analysis of some forms of inductive reasoning
    • Oxford University Press, Oxford, England, M. Oaksford, N. Chater (Eds.)
    • Heit E. A Bayesian analysis of some forms of inductive reasoning. Rational models of cognition 1998, 248-274. Oxford University Press, Oxford, England. M. Oaksford, N. Chater (Eds.).
    • (1998) Rational models of cognition , pp. 248-274
    • Heit, E.1
  • 33
    • 77957083093 scopus 로고
    • The pragmatics of analogical transfer
    • Academic Press, New York, NY, G.H. Bower (Ed.)
    • Holyoak K.J. The pragmatics of analogical transfer. The psychology of learning and motivation 1985, 19:59-87. Academic Press, New York, NY. G.H. Bower (Ed.).
    • (1985) The psychology of learning and motivation , vol.19 , pp. 59-87
    • Holyoak, K.J.1
  • 34
    • 23844522621 scopus 로고    scopus 로고
    • Analogy
    • Cambridge University Press, Cambridge, England, K.J. Holyoak, R.G. Morrison (Eds.)
    • Holyoak K.J. Analogy. The Cambridge handbook of thinking and reasoning 2005, 117-142. Cambridge University Press, Cambridge, England. K.J. Holyoak, R.G. Morrison (Eds.).
    • (2005) The Cambridge handbook of thinking and reasoning , pp. 117-142
    • Holyoak, K.J.1
  • 35
    • 0021668579 scopus 로고
    • Development of analogical problem-solving skill
    • Holyoak K.J., Junn E.N., Billman D.O. Development of analogical problem-solving skill. Child Development 1984, 55:2042-2055.
    • (1984) Child Development , vol.55 , pp. 2042-2055
    • Holyoak, K.J.1    Junn, E.N.2    Billman, D.O.3
  • 36
    • 0023374611 scopus 로고
    • Surface and structural similarity in analogical transfer
    • Holyoak K.J., Koh K. Surface and structural similarity in analogical transfer. Memory & Cognition 1987, 15:332-340.
    • (1987) Memory & Cognition , vol.15 , pp. 332-340
    • Holyoak, K.J.1    Koh, K.2
  • 38
    • 0002018302 scopus 로고
    • Analogical mapping by constraint satisfaction
    • Holyoak K.J., Thagard P. Analogical mapping by constraint satisfaction. Cognitive Science 1989, 13:295-355.
    • (1989) Cognitive Science , vol.13 , pp. 295-355
    • Holyoak, K.J.1    Thagard, P.2
  • 40
    • 0344856726 scopus 로고    scopus 로고
    • Distributed representations of structure: A theory of analogical access and mapping
    • Hummel J.E., Holyoak K.J. Distributed representations of structure: A theory of analogical access and mapping. Psychological Review 1997, 104:427-466.
    • (1997) Psychological Review , vol.104 , pp. 427-466
    • Hummel, J.E.1    Holyoak, K.J.2
  • 41
    • 0037604734 scopus 로고    scopus 로고
    • A symbolic-connectionist theory of relational inference and generalization
    • Hummel J.E., Holyoak K.J. A symbolic-connectionist theory of relational inference and generalization. Psychological Review 2003, 110:220-264.
    • (2003) Psychological Review , vol.110 , pp. 220-264
    • Hummel, J.E.1    Holyoak, K.J.2
  • 44
    • 0001743681 scopus 로고
    • The process of causal attribution
    • Kelley H.H. The process of causal attribution. American Psychologist 1973, 28:107-128.
    • (1973) American Psychologist , vol.28 , pp. 107-128
    • Kelley, H.H.1
  • 46
    • 78349302842 scopus 로고    scopus 로고
    • Abstraction and relational learning
    • MIT Press, Cambridge, MA, Y. Bengio, D. Schuurmans, J. Lafferty, C.K.I. Williams, A. Culotta (Eds.)
    • Kemp C., Jern A. Abstraction and relational learning. Advances in neural information processing systems 2009, 22:934-942. MIT Press, Cambridge, MA. Y. Bengio, D. Schuurmans, J. Lafferty, C.K.I. Williams, A. Culotta (Eds.).
    • (2009) Advances in neural information processing systems , vol.22 , pp. 934-942
    • Kemp, C.1    Jern, A.2
  • 47
    • 60749101277 scopus 로고    scopus 로고
    • Structured statistical models of inductive reasoning
    • Kemp C., Tenenbaum J.B. Structured statistical models of inductive reasoning. Psychological Review 2009, 116:20-58.
    • (2009) Psychological Review , vol.116 , pp. 20-58
    • Kemp, C.1    Tenenbaum, J.B.2
  • 48
    • 78349287861 scopus 로고    scopus 로고
    • Prefrontal substrate of human relational reasoning
    • MIT Press, Cambridge, MA, M.S. Gazzaniga (Ed.)
    • Knowlton B.J., Holyoak K.J. Prefrontal substrate of human relational reasoning. The cognitive neurosciences IV 2009, 1005-1018. MIT Press, Cambridge, MA. M.S. Gazzaniga (Ed.).
    • (2009) The cognitive neurosciences IV , pp. 1005-1018
    • Knowlton, B.J.1    Holyoak, K.J.2
  • 49
    • 0036262479 scopus 로고    scopus 로고
    • Recruitment of anterior dorsolateral prefrontal cortex in human reasoning: A parametric study of relational complexity
    • Kroger J.K., Saab F.W., Fales C.L., Bookheimer S.Y., Cohen M.S., Holyoak K.J. Recruitment of anterior dorsolateral prefrontal cortex in human reasoning: A parametric study of relational complexity. Cerebral Cortex 2002, 12:477-485.
    • (2002) Cerebral Cortex , vol.12 , pp. 477-485
    • Kroger, J.K.1    Saab, F.W.2    Fales, C.L.3    Bookheimer, S.Y.4    Cohen, M.S.5    Holyoak, K.J.6
  • 53
    • 0034146693 scopus 로고    scopus 로고
    • Distinguishing genuine from spurious causes: A coherence hypothesis
    • Lien Y., Cheng P.W. Distinguishing genuine from spurious causes: A coherence hypothesis. Cognitive Psychology 2000, 40:87-137.
    • (2000) Cognitive Psychology , vol.40 , pp. 87-137
    • Lien, Y.1    Cheng, P.W.2
  • 55
    • 0031256817 scopus 로고    scopus 로고
    • Constraints on analogical inference
    • Markman A.B. Constraints on analogical inference. Cognitive Science 1997, 21:373-418.
    • (1997) Cognitive Science , vol.21 , pp. 373-418
    • Markman, A.B.1
  • 58
    • 25844514244 scopus 로고    scopus 로고
    • Concepts and categories: Memory, meaning, and metaphysics
    • Cambridge University Press, Cambridge, England, K.J. Holyoak, R.G. Morrison (Eds.)
    • Medin D.L., Rips L.J. Concepts and categories: Memory, meaning, and metaphysics. The Cambridge handbook of thinking and reasoning 2005, 37-72. Cambridge University Press, Cambridge, England. K.J. Holyoak, R.G. Morrison (Eds.).
    • (2005) The Cambridge handbook of thinking and reasoning , pp. 37-72
    • Medin, D.L.1    Rips, L.J.2
  • 60
    • 0022100714 scopus 로고
    • The role of theories on conceptual coherence
    • Murphy G.L., Medin D.L. The role of theories on conceptual coherence. Psychological Review 1985, 92:289-316.
    • (1985) Psychological Review , vol.92 , pp. 289-316
    • Murphy, G.L.1    Medin, D.L.2
  • 62
    • 1942539330 scopus 로고    scopus 로고
    • Assessing interactive causal influence
    • Novick L.R., Cheng P.W. Assessing interactive causal influence. Psychological Review 2004, 111:455-485.
    • (2004) Psychological Review , vol.111 , pp. 455-485
    • Novick, L.R.1    Cheng, P.W.2
  • 65
    • 78349256032 scopus 로고
    • The collected papers of Charles Sanders Peirce: Elements of logic (C. Hartshorne & P. Weiss, Eds.). Cambridge, MA: Harvard University Press.
    • Peirce, C. S. (1932). The collected papers of Charles Sanders Peirce: Vol. 2. Elements of logic (C. Hartshorne & P. Weiss, Eds.). Cambridge, MA: Harvard University Press.
    • (1932) , vol.2
    • Peirce, C.S.1
  • 66
    • 43749107081 scopus 로고    scopus 로고
    • Darwin's mistake: Explaining the discontinuity between human and nonhuman minds
    • Penn D.C., Holyoak K.J., Povinelli D.J. Darwin's mistake: Explaining the discontinuity between human and nonhuman minds. Behavioral and Brain Sciences 2008, 31:109-178.
    • (2008) Behavioral and Brain Sciences , vol.31 , pp. 109-178
    • Penn, D.C.1    Holyoak, K.J.2    Povinelli, D.J.3
  • 67
    • 35348918395 scopus 로고    scopus 로고
    • Models of covariation-based causal judgment: A review and synthesis
    • Perales J.C., Shanks D.R. Models of covariation-based causal judgment: A review and synthesis. Psychonomic Bulletin & Review 2007, 14:577-596.
    • (2007) Psychonomic Bulletin & Review , vol.14 , pp. 577-596
    • Perales, J.C.1    Shanks, D.R.2
  • 68
    • 33745952004 scopus 로고    scopus 로고
    • When similarity and causality compete in category-based property generalization
    • Rehder B. When similarity and causality compete in category-based property generalization. Memory & Cognition 2006, 34:3-16.
    • (2006) Memory & Cognition , vol.34 , pp. 3-16
    • Rehder, B.1
  • 69
    • 55049111979 scopus 로고    scopus 로고
    • Property generalization as causal reasoning
    • Cambridge University Press, Cambridge, England, A. Feeney, E. Heith (Eds.)
    • Rehder B. Property generalization as causal reasoning. Inductive reasoning: Experimental, developmental, and computational approaches 2007, 81-113. Cambridge University Press, Cambridge, England. A. Feeney, E. Heith (Eds.).
    • (2007) Inductive reasoning: Experimental, developmental, and computational approaches , pp. 81-113
    • Rehder, B.1
  • 70
    • 70349207366 scopus 로고    scopus 로고
    • Causal-based property generalization
    • Rehder B. Causal-based property generalization. Cognitive Science 2009, 33:301-343.
    • (2009) Cognitive Science , vol.33 , pp. 301-343
    • Rehder, B.1
  • 71
    • 16844378738 scopus 로고    scopus 로고
    • Feature inference and the causal structure of categories
    • Rehder B., Burnett R.C. Feature inference and the causal structure of categories. Cognitive Psychology 2005, 50:264-314.
    • (2005) Cognitive Psychology , vol.50 , pp. 264-314
    • Rehder, B.1    Burnett, R.C.2
  • 79
    • 0041849053 scopus 로고
    • Rethinking the function of clay figurine legs from Neolithic Greece: An argument by analogy
    • Talalay L.E. Rethinking the function of clay figurine legs from Neolithic Greece: An argument by analogy. American Journal of Archaeology 1987, 91:161-169.
    • (1987) American Journal of Archaeology , vol.91 , pp. 161-169
    • Talalay, L.E.1
  • 80
    • 41349110131 scopus 로고    scopus 로고
    • Theory-based Bayesian models of inductive reasoning
    • Cambridge University Press, Cambridge, England, A. Feeney, E. Heit (Eds.)
    • Tenenbaum J.B., Kemp C., Shafto P. Theory-based Bayesian models of inductive reasoning. Inductive reasoning 2007, 167-204. Cambridge University Press, Cambridge, England. A. Feeney, E. Heit (Eds.).
    • (2007) Inductive reasoning , pp. 167-204
    • Tenenbaum, J.B.1    Kemp, C.2    Shafto, P.3
  • 81
    • 51449099066 scopus 로고    scopus 로고
    • Causal learning in rats and humans: A minimal rational model
    • Oxford University Press, Oxford, England, N. Chater, M. Oaksford (Eds.)
    • Waldmann M.R., Cheng P.W., Hagmayer Y., Blaisdell A.P. Causal learning in rats and humans: A minimal rational model. Rational models of cognition 2008, 453-484. Oxford University Press, Oxford, England. N. Chater, M. Oaksford (Eds.).
    • (2008) Rational models of cognition , pp. 453-484
    • Waldmann, M.R.1    Cheng, P.W.2    Hagmayer, Y.3    Blaisdell, A.P.4
  • 82
    • 0026871924 scopus 로고
    • Predictive and diagnostic learning within causal models: Asymmetries in cue competition
    • Waldmann M.R., Holyoak K.J. Predictive and diagnostic learning within causal models: Asymmetries in cue competition. Journal of Experimental Psychology: General 1992, 121:222-236.
    • (1992) Journal of Experimental Psychology: General , vol.121 , pp. 222-236
    • Waldmann, M.R.1    Holyoak, K.J.2
  • 86
    • 84976692163 scopus 로고
    • Learning and reasoning by analogy
    • Winston P. Learning and reasoning by analogy. Communications of the ACM 1980, 23:689-703.
    • (1980) Communications of the ACM , vol.23 , pp. 689-703
    • Winston, P.1


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