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Volumn 28, Issue 3, 2007, Pages 257-274

Occam and Bayes in predicting category intuitiveness

Author keywords

Bayesian inference; Categorization; Category utility; Minimum description length; Similarity

Indexed keywords

BAYESIAN INFERENCE; CATEGORIZATION; CATEGORY UTILITY; MINIMUM DESCRIPTION LENGTH; SIMILARITY;

EID: 67651017547     PISSN: 02692821     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10462-009-9102-0     Document Type: Article
Times cited : (6)

References (50)
  • 1
    • 0000705894 scopus 로고
    • The adaptive nature of human categorization
    • JR Anderson 1991 The adaptive nature of human categorization Psychol Rev 98 409 429
    • (1991) Psychol Rev , vol.98 , pp. 409-429
    • Anderson, J.R.1
  • 2
    • 0039794215 scopus 로고
    • Explorations of an incremental, Bayesian algorithm for categorization
    • JR Anderson M Matessa 1992 Explorations of an incremental, Bayesian algorithm for categorization Mach Learn 9 275 308
    • (1992) Mach Learn , vol.9 , pp. 275-308
    • Anderson, J.R.1    Matessa, M.2
  • 3
    • 0033174850 scopus 로고    scopus 로고
    • On the dominance of unidimensional rules in unsupervised categorization
    • FG Ashby S Queller PM Berretty 1999 On the dominance of unidimensional rules in unsupervised categorization Percept Psychophys 61 1178 1199
    • (1999) Percept Psychophys , vol.61 , pp. 1178-1199
    • Ashby, F.G.1    Queller, S.2    Berretty, P.M.3
  • 4
    • 0035717731 scopus 로고    scopus 로고
    • Expanding the search for a linear separability constraint on category learning
    • M Blair D Homa 2001 Expanding the search for a linear separability constraint on category learning Mem Cognit 29 1153 1164
    • (2001) Mem Cognit , vol.29 , pp. 1153-1164
    • Blair, M.1    Homa, D.2
  • 5
    • 0030191849 scopus 로고    scopus 로고
    • Reconciling simplicity and likelihood principles in perceptual organization
    • N Chater 1996 Reconciling simplicity and likelihood principles in perceptual organization Psychol Rev 103 566 591
    • (1996) Psychol Rev , vol.103 , pp. 566-591
    • Chater, N.1
  • 6
    • 0033260774 scopus 로고    scopus 로고
    • The search for simplicity: A fundamental cognitive principle
    • N Chater 1999 The search for simplicity: a fundamental cognitive principle Q J Exp Psychol 52 273 302
    • (1999) Q J Exp Psychol , vol.52 , pp. 273-302
    • Chater, N.1
  • 7
    • 0027581955 scopus 로고
    • Evaluating a computational model of perceptual grouping
    • BJ Compton GD Logan 1993 Evaluating a computational model of perceptual grouping Percept Psychophys 53 403 421
    • (1993) Percept Psychophys , vol.53 , pp. 403-421
    • Compton, B.J.1    Logan, G.D.2
  • 8
    • 0033210552 scopus 로고    scopus 로고
    • Judgments of perceptual groups: Reliability and sensitivity to stimulus transformation
    • BJ Compton GD Logan 1999 Judgments of perceptual groups: reliability and sensitivity to stimulus transformation Percept Psychophys 61 1320 1335
    • (1999) Percept Psychophys , vol.61 , pp. 1320-1335
    • Compton, B.J.1    Logan, G.D.2
  • 9
    • 0000353884 scopus 로고
    • Explaining basic categories: Feature predictability and information
    • JE Corter MA Gluck 1992 Explaining basic categories: feature predictability and information Psychol Bull 2 291 303
    • (1992) Psychol Bull , vol.2 , pp. 291-303
    • Corter, J.E.1    Gluck, M.A.2
  • 10
    • 0034609774 scopus 로고    scopus 로고
    • Minimization of Boolean complexity in human concept learning
    • J Feldman 2000 Minimization of Boolean complexity in human concept learning Nature 407 630 633
    • (2000) Nature , vol.407 , pp. 630-633
    • Feldman, J.1
  • 12
    • 0031627185 scopus 로고    scopus 로고
    • Similarity and rules: Distinct? exhaustive? empirically distinguishable?
    • U Hahn N Chater 1998 Similarity and rules: distinct? exhaustive? empirically distinguishable? Cognition 65 197 230
    • (1998) Cognition , vol.65 , pp. 197-230
    • Hahn, U.1    Chater, N.2
  • 13
    • 34648843374 scopus 로고    scopus 로고
    • A non-parametric approach to simplicity clustering
    • P Hines EM Pothos N Chater 2007 A non-parametric approach to simplicity clustering Appl Artif Intell 21 729 752
    • (2007) Appl Artif Intell , vol.21 , pp. 729-752
    • Hines, P.1    Pothos, E.M.2    Chater, N.3
  • 14
    • 0001117320 scopus 로고
    • A quantitative approach to figural goodness
    • JE Hochberg E McAlister 1953 A quantitative approach to figural goodness J Exp Psychol 46 361 364
    • (1953) J Exp Psychol , vol.46 , pp. 361-364
    • Hochberg, J.E.1    McAlister, E.2
  • 15
    • 0000248972 scopus 로고
    • Identifying basic categories
    • GV Jones 1983 Identifying basic categories Psychol Bull 94 423 428
    • (1983) Psychol Bull , vol.94 , pp. 423-428
    • Jones, G.V.1
  • 16
    • 11944274204 scopus 로고
    • Recent views of conceptual structure
    • LK Komatsu 1992 Recent views of conceptual structure Psychol Bull 112 500 526
    • (1992) Psychol Bull , vol.112 , pp. 500-526
    • Komatsu, L.K.1
  • 18
    • 34247193465 scopus 로고    scopus 로고
    • Knowledge partitioning in categorization: Boundary conditions
    • S Lewandowsky L Roberts L Yang 2006 Knowledge partitioning in categorization: boundary conditions Mem Cognit 34 1676 1688
    • (2006) Mem Cognit , vol.34 , pp. 1676-1688
    • Lewandowsky, S.1    Roberts, L.2    Yang, L.3
  • 20
    • 1942539715 scopus 로고    scopus 로고
    • SUSTAIN: A network model of category learning
    • BC Love DL Medin TM Gureckis 2004 SUSTAIN: a network model of category learning Psychol Rev 111 309 332
    • (2004) Psychol Rev , vol.111 , pp. 309-332
    • Love, B.C.1    Medin, D.L.2    Gureckis, T.M.3
  • 21
    • 0034277454 scopus 로고    scopus 로고
    • A connectionist account of asymmetric category learning in infancy
    • D Mareschal RM French P Quinn 2000 A connectionist account of asymmetric category learning in infancy Dev Psychol 36 635 645
    • (2000) Dev Psychol , vol.36 , pp. 635-645
    • Mareschal, D.1    French, R.M.2    Quinn, P.3
  • 24
    • 1542297773 scopus 로고    scopus 로고
    • The influence of stimulus properties on category construction
    • F Milton AJ Wills 2004 The influence of stimulus properties on category construction J Exp Psychol Learn Mem Cogn 30 407 415
    • (2004) J Exp Psychol Learn Mem Cogn , vol.30 , pp. 407-415
    • Milton, F.1    Wills, A.J.2
  • 26
    • 0000550870 scopus 로고
    • Cue validity and levels of categorization
    • GL Murphy 1982 Cue validity and levels of categorization Psychol Bull 91 174 177
    • (1982) Psychol Bull , vol.91 , pp. 174-177
    • Murphy, G.L.1
  • 27
    • 0024650761 scopus 로고
    • Further tests of an exemplar-similarity approach to relating identification and categorization
    • RM Nosofsky 1989 Further tests of an exemplar-similarity approach to relating identification and categorization J Exp Psychol Percept Psychophys 45 279 290
    • (1989) J Exp Psychol Percept Psychophys , vol.45 , pp. 279-290
    • Nosofsky, R.M.1
  • 28
    • 0000963970 scopus 로고
    • Relations between exemplar-similarity and likelihood models of classification
    • RM Nosofsky 1990 Relations between exemplar-similarity and likelihood models of classification J Math Psychol 34 393 418
    • (1990) J Math Psychol , vol.34 , pp. 393-418
    • Nosofsky, R.M.1
  • 29
    • 11944262572 scopus 로고
    • Similarity scaling and cognitive process models
    • RM Nosofsky 1992 Similarity scaling and cognitive process models Annu Rev Psychol 43 25 53
    • (1992) Annu Rev Psychol , vol.43 , pp. 25-53
    • Nosofsky, R.M.1
  • 30
    • 0036728612 scopus 로고    scopus 로고
    • Exemplar and prototype models revisited: Response strategies, selective attention, and stimulus generalization
    • RM Nosofsky SR Zaki 2002 Exemplar and prototype models revisited: response strategies, selective attention, and stimulus generalization J Exp Psychol Learn Mem Cogn 30 936 941
    • (2002) J Exp Psychol Learn Mem Cogn , vol.30 , pp. 936-941
    • Nosofsky, R.M.1    Zaki, S.R.2
  • 31
    • 21844522687 scopus 로고
    • A rational analysis of the selection task as optimal data selection
    • M Oaksford N Chater 1994 A rational analysis of the selection task as optimal data selection Psychol Rev 101 608 631
    • (1994) Psychol Rev , vol.101 , pp. 608-631
    • Oaksford, M.1    Chater, N.2
  • 32
    • 21644486908 scopus 로고    scopus 로고
    • The rules versus similarity distinction
    • EM Pothos 2005 The rules versus similarity distinction Behav Brain Sci 28 1 49
    • (2005) Behav Brain Sci , vol.28 , pp. 1-49
    • Pothos, E.M.1
  • 33
    • 0036080372 scopus 로고    scopus 로고
    • A simplicity principle in unsupervised human categorization
    • EM Pothos N Chater 2002 A simplicity principle in unsupervised human categorization Cogn Sci 26 303 343
    • (2002) Cogn Sci , vol.26 , pp. 303-343
    • Pothos, E.M.1    Chater, N.2
  • 34
    • 18844460704 scopus 로고    scopus 로고
    • Unsupervised categorization and category learning
    • EM Pothos N Chater 2005 Unsupervised categorization and category learning Q J Exp Psychol 58A 733 752
    • (2005) Q J Exp Psychol , vol.58 , pp. 733-752
    • Pothos, E.M.1    Chater, N.2
  • 35
    • 38349010871 scopus 로고    scopus 로고
    • The simplicity and power model for inductive inference
    • EM Pothos JG Wolff 2006 The simplicity and power model for inductive inference Artif Intell Rev 26 211 225
    • (2006) Artif Intell Rev , vol.26 , pp. 211-225
    • Pothos, E.M.1    Wolff, J.G.2
  • 36
    • 41349118155 scopus 로고    scopus 로고
    • One or two dimensions in spontaneous classification: A simplicity approach
    • EM Pothos J Close 2008 One or two dimensions in spontaneous classification: a simplicity approach Cognition 107 581 602
    • (2008) Cognition , vol.107 , pp. 581-602
    • Pothos, E.M.1    Close, J.2
  • 37
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • J Rissanen 1978 Modeling by shortest data description Automatica 14 465 471
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 38
    • 0242631621 scopus 로고
    • Family resemblances: Studies in the internal structure of categories
    • E Rosch CB Mervis 1975 Family resemblances: studies in the internal structure of categories Cogn Psychol 7 573 605
    • (1975) Cogn Psychol , vol.7 , pp. 573-605
    • Rosch, E.1    Mervis, C.B.2
  • 39
    • 1642366075 scopus 로고    scopus 로고
    • Linear separability in superordinate natural language concepts
    • W Ruts G Storms JA Hampton 2004 Linear separability in superordinate natural language concepts Mem Cognit 32 83 95
    • (2004) Mem Cognit , vol.32 , pp. 83-95
    • Ruts, W.1    Storms, G.2    Hampton, J.A.3
  • 41
    • 34248840954 scopus 로고
    • A modular neural network model of concept acquisition
    • PG Schyns 1991 A modular neural network model of concept acquisition Cogn Sci 15 461 508
    • (1991) Cogn Sci , vol.15 , pp. 461-508
    • Schyns, P.G.1
  • 42
    • 0023223978 scopus 로고
    • Toward a universal law of generalization for psychological science
    • RN Shepard 1987 Toward a universal law of generalization for psychological science Science 237 1317 1323
    • (1987) Science , vol.237 , pp. 1317-1323
    • Shepard, R.N.1
  • 44
    • 4544279425 scopus 로고
    • A formal theory of inductive inference. Parts i and II
    • 224-254
    • Solomonoff RJ (1964) A formal theory of inductive inference. Parts I and II. Inform Control 7: 1-22, 224-254.
    • (1964) Inform Control , vol.7 , pp. 1-22
    • Solomonoff, R.J.1
  • 45
    • 0036730873 scopus 로고    scopus 로고
    • The effect of category variability in perceptual categorization
    • N Stewart N Chater 2002 The effect of category variability in perceptual categorization J Exp Psychol Learn Mem Cogn 28 893 907
    • (2002) J Exp Psychol Learn Mem Cogn , vol.28 , pp. 893-907
    • Stewart, N.1    Chater, N.2
  • 46
    • 0035735751 scopus 로고    scopus 로고
    • Generalization, similarity, and Bayesian inference
    • J Tenenbaum TL Griffiths 2001 Generalization, similarity, and Bayesian inference Behav Brain Sci 24 629 641
    • (2001) Behav Brain Sci , vol.24 , pp. 629-641
    • Tenenbaum, J.1    Griffiths, T.L.2
  • 47
    • 33746260413 scopus 로고    scopus 로고
    • Theory-based Bayesian models of inductive learning and reasoning
    • JB Tenenbaum TL Griffiths C Kemp 2006 Theory-based Bayesian models of inductive learning and reasoning Trends Cogn Sci 10 309 318
    • (2006) Trends Cogn Sci , vol.10 , pp. 309-318
    • Tenenbaum, J.B.1    Griffiths, T.L.2    Kemp, C.3
  • 48
    • 58149411184 scopus 로고
    • Features of similarity
    • A Tversky 1977 Features of similarity Psychol Rev 84 327 352
    • (1977) Psychol Rev , vol.84 , pp. 327-352
    • Tversky, A.1
  • 49
    • 0029317278 scopus 로고
    • Knowledge structures and linear separability: Integrating information in object and social categorization
    • WD Wattenmaker 1995 Knowledge structures and linear separability: integrating information in object and social categorization Cogn Psychol 28 274 328
    • (1995) Cogn Psychol , vol.28 , pp. 274-328
    • Wattenmaker, W.D.1
  • 50
    • 0037402467 scopus 로고    scopus 로고
    • Information compression by multiple alignment, unification and search as a unifying principle in computing and cognition
    • JG Wolff 2003 Information compression by multiple alignment, unification and search as a unifying principle in computing and cognition Artif Intell Rev 19 3 193 230
    • (2003) Artif Intell Rev , vol.19 , Issue.3 , pp. 193-230
    • Wolff, J.G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.