More than one kind of inference: Re-examining what's learned in feature inference and classification

REFERENCES

• Anderson , A. L. , Ross , B. H. and Chin-Parker , S. 2002 . A further investigation of category learning by inference . Memory & Cognition , 30 : 119 – 128 .
   PubMed Web of Science ®Google Scholar
• Brooks , L. R. , Squire-Graydon , R. and Wood , T. J. 2007 . Diversion of attention in everyday concept learning: Identification in the service of use . Memory & Cognition , 35 : 1 – 14 .
   PubMed Web of Science ®Google Scholar
• Chin-Parker , S. and Ross , B. H. 2004 . Diagnosticity and prototypicality in category learning: A comparison of inference learning and classification learning . Journal of Experimental Psychology: Learning, Memory, & Cognition , 30 : 216 – 226 .
   PubMed Web of Science ®Google Scholar
• Gelman , S. A. and Heyman , G. D. 1999 . Carrot-eaters and creature-believers: The effects of lexicalization on children's inferences about social categories . Psychological Science , 10 : 489 – 493 .
   Web of Science ®Google Scholar
• Hayes-Roth , B. and Hayes-Roth , F. 1977 . Concept learning and the recognition and classification of exemplars . Journal of Verbal Learning & Verbal Behavior , 16 : 321 – 338 .
   Google Scholar
• Heit , E. 2000 . Properties of inductive reasoning . Psychonomic Bulletin & Review , 7 : 569 – 592 .
   PubMed Web of Science ®Google Scholar
• Jaswal , V. K. 2004 . Don't believe everything you hear: Preschoolers' sensitivity to speaker intent in category induction . Child Development , 75 : 1871 – 1885 .
   PubMed Web of Science ®Google Scholar
• Johansen , M. K. and Kruschke , J. K. 2005 . Category representation for classification and feature inference . Journal of Experimental Psychology: Learning, Memory, & Cognition , 31 : 1433 – 1458 .
   PubMed Web of Science ®Google Scholar
• Kruschke , J. K. 1992 . ALCOVE: An exemplar-based connectionist model of category learning . Psychological Review , 99 : 22 – 44 .
   PubMed Web of Science ®Google Scholar
• Murphy , G. L. 2002 . The big book of concepts , Cambridge, MA : MIT Press .
   Google Scholar
• Myung , I. J. and Pitt , M. A. 1997 . Applying Occam's razor in modeling cognition: A Bayesian approach . Psychonomic Bulletin & Review , 4 : 79 – 95 .
   Web of Science ®Google Scholar
• Nilsson , H. and Olsson , H. Categorization vs. inference: Shift in attention or in representation? . Proceedings of the 27th Annual Conference of the Cognitive Science Society . Edited by: Bara , B. G. , Barsalou , L. and Bucciarelli , M. pp. 1642 – 1647 . Austin, TX : Cognitive Science Society .
   Google Scholar
• Nosofsky , R. M. 1986 . Attention, similarity, and the identification–categorization relationship . Journal of Experimental Psychology: General , 115 : 39 – 57 .
   PubMed Web of Science ®Google Scholar
• Nosofsky , R. M. , Palmeri , T. J. and McKinley , S. C. 1994 . Rule-plus-exception model of classification learning . Psychological Review , 101 : 53 – 79 .
   PubMed Web of Science ®Google Scholar
• Osherson , D. N. , Smith , E. E. , Wilkie , O. , Lopez , A. and Shafir , E. 1990 . Category-based induction . Psychological Review , 97 : 185 – 200 .
   Web of Science ®Google Scholar
• Rehder , B. , Colner , R. M. and Hoffman , A. 2009 . Feature inference learning and eyetracking . Journal of Memory and Language , 60 : 393 – 419 .
   Google Scholar
• Rips , L. J. 1975 . Inductive judgments about natural categories . Journal of Verbal Learning & Verbal Behavior , 14 : 665 – 681 .
   Google Scholar
• Rips , L. J. , Blok , S. and Newman , G. 2006 . Tracing the identity of objects . Psychological Review , 113 : 1 – 30 .
   PubMed Web of Science ®Google Scholar
• Rosch , E. 1975 . Cognitive representations of semantic categories . Journal of Experimental Psychology: General , 104 : 192 – 233 .
   Web of Science ®Google Scholar
• Rosch , E. and Mervis , C. B. 1975 . Family resemblances: Studies in the internal structure of categories . Cognitive Psychology , 7 : 573 – 605 .
   Web of Science ®Google Scholar
• Yamauchi , T. , Kohn , N. and Yu , N.-Y. 2007 . Tracking mouse movement in feature inference: Category labels are different from feature labels . Memory & Cognition , 35 : 852 – 863 .
   PubMed Web of Science ®Google Scholar
• Yamauchi , T. , Love , B. C. and Markman , A. B. 2002 . Learning nonlinearly separable categories by inference and classification . Journal of Experimental Psychology: Learning, Memory, & Cognition , 28 : 585 – 593 .
   PubMed Web of Science ®Google Scholar
• Yamauchi , T. and Markman , A. B. 1998 . Category learning by inference and classification . Journal of Memory & Language , 39 : 124 – 148 .
   Web of Science ®Google Scholar
• Yamauchi , T. and Markman , A. B. 2000 . Inference using categories . Journal of Experimental Psychology: Learning, Memory, & Cognition , 26 : 776 – 795 .
   PubMed Web of Science ®Google Scholar
• Yamauchi , T. and Yu , N.-Y. Categories and feature inference: Category membership and a reasoning bias . Proceedings of the 27th Annual Conference of the Cognitive Science Society . Edited by: Bara , B. G. , Barsalou , L. and Bucciarelli , M. pp. 2404 – 2409 . Austin, TX : Cognitive Science Society .
   Google Scholar