메뉴 건너뛰기




Volumn 65, Issue 8, 2012, Pages 1537-1562

Unsupervised category learning with integral-dimension stimuli

Author keywords

Categorization; Feedback based learning; Implicit explicit memory

Indexed keywords

ADAPTIVE BEHAVIOR; ADULT; ARTICLE; ATTENTION; CONCEPT FORMATION; DISCRIMINATION LEARNING; FEMALE; HUMAN; LEARNING; MALE; MEMORY; PATTERN RECOGNITION; PSYCHOLOGICAL ASPECT; STUDENT; TASK PERFORMANCE;

EID: 84864670125     PISSN: 17470218     EISSN: 17470226     Source Type: Journal    
DOI: 10.1080/17470218.2012.658821     Document Type: Article
Times cited : (22)

References (68)
  • 1
    • 38249015031 scopus 로고
    • A two-stage model of category construction
    • Ahn, W. and Medin, D. L. 1992. A two-stage model of category construction. Cognitive Science, 16: 81-121.
    • (1992) Cognitive Science , vol.16 , pp. 81-121
    • Ahn, W.1    Medin, D.L.2
  • 2
    • 0000705894 scopus 로고
    • The adaptive nature of human categorization
    • Anderson, J. 1991. The adaptive nature of human categorization. Psychological Review, 98: 409-429.
    • (1991) Psychological Review , vol.98 , pp. 409-429
    • Anderson, J.1
  • 3
    • 0002302778 scopus 로고
    • Multidimensional models of categorization
    • In: Ashby F. G., editors Hillsdale, NJ: Lawrence Erlbaum Associates
    • Ashby, F. G. 1992a. "Multidimensional models of categorization". In Multidimensional models of perception and cognition, Edited by: Ashby, F. G. Hillsdale, NJ: Lawrence Erlbaum Associates.
    • (1992) Multidimensional models of perception and cognition
    • Ashby, F.G.1
  • 4
    • 0003364976 scopus 로고
    • Multivariate probability distributions
    • In: Ashby F. G, editors Hillsdale, NJ: Lawrence Erlbaum Associates
    • Ashby, F. G. 1992b. "Multivariate probability distributions". In Multidimensional models of perception and cognition, Edited by: Ashby, F. G. 1-34. Hillsdale, NJ: Lawrence Erlbaum Associates.
    • (1992) Multidimensional models of perception and cognition , pp. 1-34
    • Ashby, F.G.1
  • 7
    • 77956741800 scopus 로고
    • Perceptual variability as a fundamental axiom of perceptual science
    • In: Masin S. C., editors Amsterdam, The Netherlands: Elsevier
    • Ashby, F. G. and Lee, W. W. 1993. "Perceptual variability as a fundamental axiom of perceptual science". In Foundations of perceptual theory, Edited by: Masin, S. C. 369-399. Amsterdam, The Netherlands: Elsevier.
    • (1993) Foundations of perceptual theory , pp. 369-399
    • Ashby, F.G.1    Lee, W.W.2
  • 8
    • 0000618481 scopus 로고
    • A response time theory of separability and integrality in speeded classification
    • Ashby, F. G. and Maddox, W. T. 1994. A response time theory of separability and integrality in speeded classification. Journal of Mathematical Psychology, 38: 423-466.
    • (1994) Journal of Mathematical Psychology , vol.38 , pp. 423-466
    • Ashby, F.G.1    Maddox, W.T.2
  • 9
    • 0033174850 scopus 로고    scopus 로고
    • On the dominance of unidimensional rules in unsupervised categorization
    • Ashby, F. G., Queller, S. and Berretty, P. M. 1999. On the dominance of unidimensional rules in unsupervised categorization. Perception & Psychophysics, 61: 1178-1199.
    • (1999) Perception & Psychophysics , vol.61 , pp. 1178-1199
    • Ashby, F.G.1    Queller, S.2    Berretty, P.M.3
  • 10
    • 0022704865 scopus 로고
    • Varieties of perceptual independence
    • Ashby, F. G. and Townsend, J. T. 1986. Varieties of perceptual independence. Psychological Review, 93: 154-179.
    • (1986) Psychological Review , vol.93 , pp. 154-179
    • Ashby, F.G.1    Townsend, J.T.2
  • 11
    • 0000363739 scopus 로고
    • Observational learning from internal feedback: A simulation of an adaptive learning method
    • Billman, D. and Heit, E. 1988. Observational learning from internal feedback: A simulation of an adaptive learning method. Cognitive Science, 12: 587-625.
    • (1988) Cognitive Science , vol.12 , pp. 587-625
    • Billman, D.1    Heit, E.2
  • 12
  • 14
    • 0030612822 scopus 로고    scopus 로고
    • Psychophysics software for use with MATLAB
    • Brainard, D. H. 1997. Psychophysics software for use with MATLAB. Spatial Vision, 10: 433-436.
    • (1997) Spatial Vision , vol.10 , pp. 433-436
    • Brainard, D.H.1
  • 15
    • 84903809886 scopus 로고    scopus 로고
    • Color appearance and color difference specification
    • In: Shevell S. K., editors Washington, DC: Optical Society of America
    • Brainard, D. H. 2003. "Color appearance and color difference specification". In The science of color, 2, Edited by: Shevell, S. K. 191-216. Washington, DC: Optical Society of America.
    • (2003) The science of color , pp. 191-216
    • Brainard, D.H.1
  • 18
    • 46449091250 scopus 로고    scopus 로고
    • Strategy development and learning differences in supervised and unsupervised categorization
    • Colreavy, E. and Lewandowsky, S. 2008. Strategy development and learning differences in supervised and unsupervised categorization. Memory & Cognition, 36(4): 762-775.
    • (2008) Memory & Cognition , vol.36 , Issue.4 , pp. 762-775
    • Colreavy, E.1    Lewandowsky, S.2
  • 19
    • 33748785460 scopus 로고    scopus 로고
    • Sorting out categories: Incremental learning of category structure
    • Diaz, M. and Ross, B. H. 2006. Sorting out categories: Incremental learning of category structure. Psychonomic Bulletin & Review, 13(2): 251-256.
    • (2006) Psychonomic Bulletin & Review , vol.13 , Issue.2 , pp. 251-256
    • Diaz, M.1    Ross, B.H.2
  • 21
    • 0021383930 scopus 로고
    • Holistic and analytic modes of processing: The multiple determinants of perceptual analysis
    • Foard, C. F. and Kemler-Nelson, D. G. 1984. Holistic and analytic modes of processing: The multiple determinants of perceptual analysis. Journal of Experimental Psychology: General, 113: 137-159.
    • (1984) Journal of Experimental Psychology: General , vol.113 , pp. 137-159
    • Foard, C.F.1    Kemler-Nelson, D.G.2
  • 24
    • 0001383150 scopus 로고
    • Integrality of stimulus dimensions in various types of information processing
    • Garner, W. R. and Felfoldy, G. L. 1970. Integrality of stimulus dimensions in various types of information processing. Cognitive Psychology, 1: 225-241.
    • (1970) Cognitive Psychology , vol.1 , pp. 225-241
    • Garner, W.R.1    Felfoldy, G.L.2
  • 25
    • 0024219832 scopus 로고
    • The distinction between integral and separable dimensions: Evidence for the integrality of pitch and loudness
    • Grau, J. W. and Kemler-Nelson, D. G. 1988. The distinction between integral and separable dimensions: Evidence for the integrality of pitch and loudness. Journal of Experimental Psychology: General, 117: 347-370.
    • (1988) Journal of Experimental Psychology: General , vol.117 , pp. 347-370
    • Grau, J.W.1    Kemler-Nelson, D.G.2
  • 27
    • 0000401590 scopus 로고
    • The free classification of analyzable and unanalyzable stimuli
    • Handel, S. and Imai, S. 1972. The free classification of analyzable and unanalyzable stimuli. Perception & Psychophysics, 12: 108-116.
    • (1972) Perception & Psychophysics , vol.12 , pp. 108-116
    • Handel, S.1    Imai, S.2
  • 28
    • 0019061071 scopus 로고
    • Dimensional, similarity, and configural classification of integral and separable stimuli
    • Handel, S., Imai, S. and Spottswood, P. 1980. Dimensional, similarity, and configural classification of integral and separable stimuli. Perception & Psychophysics, 28: 205-212.
    • (1980) Perception & Psychophysics , vol.28 , pp. 205-212
    • Handel, S.1    Imai, S.2    Spottswood, P.3
  • 29
    • 0002923562 scopus 로고
    • Role of feedback, category size, and stimulus distortion on the acquisition and utilization of ill-defined categories
    • Homa, D. and Cultice, J. 1984. Role of feedback, category size, and stimulus distortion on the acquisition and utilization of ill-defined categories. Journal of Experimental Psychology: Learning, Memory & Cognition, 10: 83-94.
    • (1984) Journal of Experimental Psychology: Learning, Memory & Cognition , vol.10 , pp. 83-94
    • Homa, D.1    Cultice, J.2
  • 30
    • 0005948551 scopus 로고
    • Discriminability and preference for attributes in free and constrained classification
    • Imai, S. and Garner, W. R. 1965. Discriminability and preference for attributes in free and constrained classification. Journal of Experimental Psychology, 69: 596-608.
    • (1965) Journal of Experimental Psychology , vol.69 , pp. 596-608
    • Imai, S.1    Garner, W.R.2
  • 32
    • 0015395860 scopus 로고
    • Processing dimensional stimuli: A note
    • Lockhead, G. R. 1972. Processing dimensional stimuli: A note. Psychological Review, 79: 410-419.
    • (1972) Psychological Review , vol.79 , pp. 410-419
    • Lockhead, G.R.1
  • 33
    • 0038646126 scopus 로고    scopus 로고
    • Comparing supervised and unsupervised category learning
    • Love, B. C. 2002. Comparing supervised and unsupervised category learning. Psychonomic Bulletin & Review, 9(4): 829-835.
    • (2002) Psychonomic Bulletin & Review , vol.9 , Issue.4 , pp. 829-835
    • Love, B.C.1
  • 34
    • 1942539715 scopus 로고    scopus 로고
    • SUSTAIN: A network model of category learning
    • Love, B. C., Medin, D. L. and Gureckis, T. M. 2004. SUSTAIN: A network model of category learning. Psychological Review, 111: 309-332.
    • (2004) Psychological Review , vol.111 , pp. 309-332
    • Love, B.C.1    Medin, D.L.2    Gureckis, T.M.3
  • 35
    • 0035488389 scopus 로고    scopus 로고
    • Separating perceptual processes from decisional processes in identification and categorization
    • Maddox, W. T. 2001. Separating perceptual processes from decisional processes in identification and categorization. Perception & Psychophysics, 63: 1183-1200.
    • (2001) Perception & Psychophysics , vol.63 , pp. 1183-1200
    • Maddox, W.T.1
  • 36
    • 0027353552 scopus 로고
    • Comparing decision bound and exemplar models of categorization
    • Maddox, W. T. and Ashby, F. G. 1993. Comparing decision bound and exemplar models of categorization. Perception & Psychophysics, 53: 49-70.
    • (1993) Perception & Psychophysics , vol.53 , pp. 49-70
    • Maddox, W.T.1    Ashby, F.G.2
  • 37
    • 0041909803 scopus 로고    scopus 로고
    • Separating perceptual and decisional attention processes in the identification and categorization of integral-dimension stimuli
    • Maddox, W. T. and Dodd, J. L. 2003. Separating perceptual and decisional attention processes in the identification and categorization of integral-dimension stimuli. Journal of Experimental Psychology: Learning, Memory & Cognition, 29: 467-480.
    • (2003) Journal of Experimental Psychology: Learning, Memory & Cognition , vol.29 , pp. 467-480
    • Maddox, W.T.1    Dodd, J.L.2
  • 39
    • 0023320148 scopus 로고
    • Family resemblance, conceptual cohesiveness, and category construction
    • Medin, D. L., Wattenmaker, W. D. and Hampson, S. E. 1987. Family resemblance, conceptual cohesiveness, and category construction. Cognitive Psychology, 19: 242-279.
    • (1987) Cognitive Psychology , vol.19 , pp. 242-279
    • Medin, D.L.1    Wattenmaker, W.D.2    Hampson, S.E.3
  • 42
    • 1542297773 scopus 로고    scopus 로고
    • The influence of stimulus properties on category construction
    • doi:10.1037/0278-7393.30.2.407
    • Milton, F. and Wills, A. J. 2004. The influence of stimulus properties on category construction. Journal of Experimental Psychology: Learning, Memory & Cognition, 30(2): 407-415. doi:10.1037/0278-7393.30.2.407
    • (2004) Journal of Experimental Psychology: Learning, Memory & Cognition , vol.30 , Issue.2 , pp. 407-415
    • Milton, F.1    Wills, A.J.2
  • 46
    • 0000547198 scopus 로고
    • Preliminary report of the O.S.A. subcommittee on the spacing of the Munsell colors
    • Newhall, S. M. 1940. Preliminary report of the O.S.A. subcommittee on the spacing of the Munsell colors. Journal of the Optical Society of America, 30: 617-645.
    • (1940) Journal of the Optical Society of America , vol.30 , pp. 617-645
    • Newhall, S.M.1
  • 48
    • 0040411191 scopus 로고
    • History of the Munsell color system and its scientific application
    • Nickerson, D. 1940. History of the Munsell color system and its scientific application. Journal of the Optical Society of America, 30: 575-586.
    • (1940) Journal of the Optical Society of America , vol.30 , pp. 575-586
    • Nickerson, D.1
  • 49
    • 0022686961 scopus 로고
    • Attention, similarity, and the identification categorization relationship
    • Nosofsky, R. M. 1986. Attention, similarity, and the identification categorization relationship. Journal of Experimental Psychology: General, 115: 39-57.
    • (1986) Journal of Experimental Psychology: General , vol.115 , pp. 39-57
    • Nosofsky, R.M.1
  • 50
    • 0023174102 scopus 로고
    • Attention and learning processes in the identification and categorization of integral stimuli
    • Nosofsky, R. M. 1987. Attention and learning processes in the identification and categorization of integral stimuli. Journal of Experimental Psychology: Learning, Memory & Cognition, 13: 87-108.
    • (1987) Journal of Experimental Psychology: Learning, Memory & Cognition , vol.13 , pp. 87-108
    • Nosofsky, R.M.1
  • 52
    • 0030612832 scopus 로고    scopus 로고
    • The VideoToolbox software for visual psychophysics: Transforming numbers into movies
    • Pelli, D. G. 1997. The VideoToolbox software for visual psychophysics: Transforming numbers into movies. Spatial Vision, 10: 437-442.
    • (1997) Spatial Vision , vol.10 , pp. 437-442
    • Pelli, D.G.1
  • 53
    • 0036080372 scopus 로고    scopus 로고
    • A simplicity principle in unsupervised human categorization
    • Pothos, E. M. and Chater, N. 2002. A simplicity principle in unsupervised human categorization. Cognitive Science, 26: 303-343.
    • (2002) Cognitive Science , vol.26 , pp. 303-343
    • Pothos, E.M.1    Chater, N.2
  • 55
    • 41349118155 scopus 로고    scopus 로고
    • One or two dimensions in spontaneous classification: A simplicity approach
    • doi:10.1016/j.cognition.2007.11.007
    • Pothos, E. M. and Close, J. 2008. One or two dimensions in spontaneous classification: A simplicity approach. Cognition, 107(2): 581-602. doi:10.1016/j.cognition.2007.11.007
    • (2008) Cognition , vol.107 , Issue.2 , pp. 581-602
    • Pothos, E.M.1    Close, J.2
  • 57
    • 79960917465 scopus 로고    scopus 로고
    • Measuring category intuitiveness in unconstrained categorization tasks
    • doi:10.1016/j.cognition.2011.06.002
    • Pothos, E. M., Perlman, A., Bailey, T. M., Kurtz, K., Edwards, D. J.Hines, P. 2011. Measuring category intuitiveness in unconstrained categorization tasks. Cognition, 121(1): 83-100. doi:10.1016/j.cognition.2011.06.002
    • (2011) Cognition , vol.121 , Issue.1 , pp. 83-100
    • Pothos, E.M.1    Perlman, A.2    Bailey, T.M.3    Kurtz, K.4    Edwards, D.J.5    Hines, P.6
  • 59
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz, G. 1978. Estimating the dimension of a model. The Annals of Statistics, 6(2): 461-464.
    • (1978) The Annals of Statistics , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.1
  • 60
    • 0002994064 scopus 로고
    • Attention and the metric structure of the stimulus space
    • Shepard, R. N. 1964. Attention and the metric structure of the stimulus space. Journal of Mathematical Psychology, 1: 54-87.
    • (1964) Journal of Mathematical Psychology , vol.1 , pp. 54-87
    • Shepard, R.N.1
  • 61
    • 0008958139 scopus 로고
    • Stimulus generalization in the learning of classifications
    • Shepard, R. N. and Chang, J. 1963. Stimulus generalization in the learning of classifications. Journal of Experimental Psychology, 65: 94-102.
    • (1963) Journal of Experimental Psychology , vol.65 , pp. 94-102
    • Shepard, R.N.1    Chang, J.2
  • 62
    • 0026915783 scopus 로고
    • Similarity-scaling studies of dot-pattern classification and recognition
    • Shin, H. J. and Nosofsky, R. M. 1992. Similarity-scaling studies of dot-pattern classification and recognition. Journal of Experimental Psychology: General, 121(3): 278-304.
    • (1992) Journal of Experimental Psychology: General , vol.121 , Issue.3 , pp. 278-304
    • Shin, H.J.1    Nosofsky, R.M.2
  • 66
    • 34547831050 scopus 로고    scopus 로고
    • Guidance of visual search by preattentive information
    • In: Itti L., Rees G., Tsotsos J., editors San Diego, CA: Academic Press
    • Wolfe, J. M. 2005. "Guidance of visual search by preattentive information". In Neurobiology of attention, Edited by: Itti, L., Rees, G. and Tsotsos, J. San Diego, CA: Academic Press.
    • (2005) Neurobiology of attention
    • Wolfe, J.M.1
  • 68


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.