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Original Articles

Gaze and informativeness during category learning: Evidence for an inverse relation

, &
Pages 446-476 | Received 30 Aug 2012, Accepted 24 Apr 2013, Published online: 03 Jun 2013

REFERENCES

  • Bourne , L. E. 1966 . Human conceptual behavior . Boston , MA : Allyn & Bacon
  • Cheng , S. , & Liu , Y. 2012 . Eye-tracking based adaptive user interface: implicit human-computer interaction for preference indication . Journal on Multimodal User Interfaces , 5 , 77 – 84 .
  • Djamasbi , S. , Siegel , M. , Skorinko , J. , & Tullis , T. 2011 . Online Viewing and Aesthetic Preferences of Generation Y and the Baby Boom Generation: Testing User Web Site Experience Through Eye Tracking . International Journal of Electronic Commerce , 15 , 121 – 158 .
  • Dreze , X. , & Hussherr , F. X. 2003 . Internet advertising: Is anybody watching? Journal of interactive marketing , 17 , 8 – 23 .
  • Estes , W. K. 1986 . Array models for category learning . Cognitive psychology , 18 , 500 – 549 .
  • Estes , W. K. 1994 . Classification and cognition ( Oxford Psychology Series, No. 22 ). Oxford : Oxford University Press .
  • Furrer , S. D. , & Younger , B. A. 2005 . Beyond the distributional input? A developmental investigation of asymmetry in infants' categorization of cats and dogs . Developmental Science , 8 , 544 – 550 doi: 10.1111/j.1467-7687.2005.00446.x
  • Garner , W. R. 1974 . The processing of information and structure . New York , NY : Wiley .
  • Hayhoe , M. , & Ballard , D. 2005 . Eye movements in natural behavior . Trends in Cognitive Sciences , 9 , 188 – 194 doi: 10.1016/j.tics.2005.02.009
  • Henderson , J. M. , & Hollingworth , A. 1999 . High-level scene perception . Annual Review of Psychology , 50 , 243 – 271 doi: 10.1146/annurev.psych.50.1.243
  • Kowler , E. 1991 . The role of visual and cognitive processes in the control of eye movement . In E. Kowler , Eye Movements and Their Role in Visual and Cognitive Processes 1 – 70 . Amsterdam : Elsevier .
  • Krajbich , I. , & Rangel , A. 2011 . A multi-alternative drift diffusion model predicts the relationship between visual fixations and choice in value-based decisions . Proceedings of the National Academy of Sciences , 108 , 13852 – 13857 doi: 10.1073/pnas.1101328108
  • Kruschke , J. K. 1992 . ALCOVE: An exemplar-based connectionist model of category learning . Psychological Review , 99 , 22 – 44 doi: 10.1037/0033-295X.99.1.22
  • Kruschke , J. K. 2003 . Attention in learning . Current Directions in Psychological Science , 12 , 171 – 175 doi: 10.1111/1467-8721.01254
  • Little , D. R. , Nosofsky , R. M. , & Denton , S. E. 2011 . Response-time tests of logical-rule models of categorization . Journal of Experimental Psychology: Learning, Memory, and Cognition , 37 , 1 – 27 doi: 10.1037/a0021330
  • Little , D. R. , Nosofsky , R. M. , Donkin , C. , & Denton , S. E. 2012 . Logical Rules and the Classification of Integral-Dimension Stimuli . Journal of experimental psychology. Learning, memory, and cognition , 39 , 801 – 820 .
  • Liversedge , S. P. , & Findlay , J. M. 2000 . Saccadic eye movements and cognition . Trends in Cognitive Sciences , 4 , 6 – 14 doi: 10.1016/S1364-6613(99)01418-7
  • Love , B. C. , Medin , D. L. , & Gureckis , T. M. 2004 . SUSTAIN: A network model of category learning . Psychological Review , 111 , 309 – 332 doi: 10.1037/0033-295X.111.2.309
  • Martinez-Conde , S. , Macknik , S. L. , & Hubel , D. H. 2004 . The role of fixational eye movements in visual perception . Nature Reviews Neuroscience , 5 , 229 – 240 doi: 10.1038/nrn1348
  • Medin , D. L. , & Schaffer , M. M. 1978 . Context theory of classification learning . Psychological Review , 85 , 207 – 238 doi: 10.1037/0033-295X.85.3.207
  • Mele , M. L. , & Federici , S. 2012 . Gaze and eye-tracking solutions for psychological research . Cognitive processing , 13 , 261 – 265 .
  • Najemnik , J. , & Geisler , W. S. 2009 . Simple summation rule for optimal fixation selection in visual search . Vision Research , 49 , 1286 – 1294 doi: 10.1016/j.visres.2008.12.005
  • Nelson , J. D. 2005 . Finding useful questions: On Bayesian diagnosticity, probability, impact, and information gain . Psychological Review , 112 , 979 – 999 doi: 10.1037/0033-295X.112.4.979
  • Nelson , J. D. & Cottrell , G. W. 2007 . A probabilistic model of eye movements in concept formation . Neurocomputing , 70 , 2256 – 2272 doi: 10.1016/j.neucom.2006.02.026
  • Nelson , J. D. , McKenzie , C. R. M. Cottrell , G. W. , & Sejnowski , T. J. 2010 . Experience matters: Information acquisition optimizes probability gain . Psychological Science , 21 , 960 – 969 doi: 10.1177/0956797610372637
  • Nosofsky , R. M. , Gluck , M. A. , Palmeri , T. J. , Mckinley , S. C. , & Glauthier , S. C. 1994 . Comparing models of rule-based classification learning: A replication and extension of Shepard, Hovland, and Jenkins (1961) . Memory and Cognition , 24 , 352 – 369 .
  • Nosofsky , R. M. Palmeri , T. J. , & McKinley , S. C. 1994 . Rule-plus-exception model of classification learning . Psychological Review , 101 , 53 – 79 doi: 10.1037/0033-295X.101.1.53
  • Nosofsky , R. M. , & Zaki , S. R. 2002 . Exemplar and prototype models revisited: Response strategies, selective attention, and stimulus generalization . Journal of Experimental Psychology: Learning, Memory, and Cognition , 28 , 924 – 940 doi: 10.1037/0278-7393.28.5.924
  • Oakes , L. M. , & Ribar , R. J. 2005 . A comparison of infants' categorization in paired and successive presentation familiarization tasks . Infancy , 7 , 85 – 98 doi: 10.1207/s15327078in0701_7
  • Ozanne , J. L. Brucks , M. , & Grewal , D. 1992 . A study of information search behavior during the categorization of new products . Journal of Consumer Research , 18 , 452 – 463 doi: 10.1086/209273
  • Palmeri , T. J. , & Nosofsky , R. M. 1995 . Recognition memory for exceptions to the category rule . Journal of Experimental Psychology: Learning, Memory, and Cognition , 21 , 548 – 568 doi: 10.1037/0278-7393.21.3.548
  • Pan , B. , Hembrooke , H. A. , Gay , G. K. , Granka , L. A. , Feusner , M. K. , & Newman , J. K. 2004 March , . The determinants of web page viewing behavior: an eye-tracking study . In Proceedings of the 2004 symposium on Eye tracking research & applications 147 – 154 . San Antonio , TX. ACM .
  • Quinn , P. C. 2004 . Development of subordinate-level categorization in 3-to 7-month-old infants . Child Development , 75 , 886 – 899 doi: 10.1111/j.1467-8624.2004.00712.x
  • Quinn , P. C. , & Bhatt , R. S. 1998 . Visual pop-out in young infants: Convergent evidence and an extension . Infant Behavior and Development , 21 , 273 – 288 doi: 10.1016/S0163-6383(98)90006-6
  • Rayner , K. 1998 . Eye movements in reading and information processing: 20 years of research . Psychological Bulletin , 124 , 372 – 422 doi: 10.1037/0033-2909.124.3.372
  • Rayner , K. , Smith , T. J. , Malcolm , G. L. , & Henderson , J. M. 2009 . Eye movements and visual encoding during scene perception . Psychological Science , 20 , 6 – 10 doi: 10.1111/j.1467-9280.2008.02243.x
  • Rehder , B. , & Hoffman , A. B. 2005 . Eyetracking and selective attention in category learning . Cognitive Psychology , 51 , 1 – 41 doi: 10.1016/j.cogpsych.2004.11.001
  • Reutskaja , E. , Nagel , R. , Camerer , C. F. , & Rangel , A. 2011 . Search dynamics in consumer choice under time pressure: An eye-tracking study . The American Economic Review , 101 , 900 – 926 .
  • Rolfs , M. 2009 . Microsaccades: Small steps on a long way . Vision Research , 49 , 2415 – 2441 doi: 10.1016/j.visres.2009.08.010
  • Rosch , E. 1978 . Principles of categorization . In E. Rosch & B. B. Lloyd , Cognition and categorization (pp. 27–48). Hillsdale, NJ: Lawrence Erlbaum Associates, Inc. Reprinted in E. Margolis & S. Laurence (Eds.). (1999), Concepts: Core readings 189 – 206 . Cambridge , MA : MIT Press .
  • Rosch , E. , & Mervis , C. B. 1975 . Family resemblances: Studies in the internal structures of categories . Cognitive Psychology , 7 , 573 – 605 doi: 10.1016/0010-0285(75)90024-9
  • Shepard , R. N. , Hovland , C. L. , & Jenkins , H. M. 1961 . Learning and memorization of classifications . Psychological Monographs: General and Applied , 75 , 1 – 42 doi: 10.1037/h0093825
  • Shepard , R. N. 1974 . Representation of structure in similarity data: Problems and prospects . Psychometrika , 39 , 373 – 421 .
  • Shepard , R. N. 1987 . Toward a universal law of generalization for psychological science . Science , 237 , 1317 – 1323 .
  • Smith , J. D. , Murray , M. J. , & Minda , J. P. 1997 . Straight talk about linear separability . Journal of Experimental Psychology: Learning, Memory, and Cognition , 23 , 659 – 680 doi: 10.1037/0278-7393.23.3.659
  • Vigo , R. 2009a . Categorical invariance and structural complexity in human concept learning . Journal of Mathematical Psychology , 53 , 203 – 221 .
  • Vigo , R. 2009b . Modal similarity . Journal of Experimental and Theoretical Artificial Intelligence , 21 , 181 – 196 .
  • Vigo , R. , Allen , C. 2009c . How to reason without words: inference as categorization . Cognitive Processing , 10 , 77 – 88 .
  • Vigo , R. 2011a . Representational information: A new general notion and measure of information . Information Sciences , 181 , 4847 – 4859 .
  • Vigo , R. 2011 . Towards a Law of Invariance in Human Conceptual Behavior . In Proceedings of the 33rd Annual Meeting of the Cognitive Science Society 2580 – 2585 . Cognitive Science Society .
  • Vigo , R. 2013a . Meaning over uncertainty in Generalized Representational Information Theory (GRIT): A structure sensitive theory of information . Information , 4 , 1 – 30 .
  • Vigo , R. 2013b . The GIST of concepts . Cognition . doi: 10.1016/j.cognition.2013.05.008
  • Vigo , R. , & Basawaraj , B. 2013 . Will the most informative object stand? Determining the impact of structural context on informativeness judgements . Journal of Cognitive Psychology , 1 – 19 . ( in press )
  • Viviani , P. 1990 . Eye movements in visual search: cognitive, perceptual and motor control aspects . In E. Kowler , Eye Movements and Their Role in Visual and Cognitive Processes 253 – 393 . Amsterdam : Elsevier .
  • Yarbus , A. L. 1967 . Eye-movements and vision . New York , NY : Plenum Press .

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