The utility of modelling word identification from visual input within models of eye movements in reading

References

• Agresti , A. 2002 . Categorical data analysis , 2nd ed , New York , NY : Wiley .
   Google Scholar
• Anderson , J. R. 1990 . The adaptive character of thought , Hillsdale , NJ : Lawrence Erlbaum Associates, Inc .
   Google Scholar
• Balota , D. A. , Pollatsek , A. and Rayner , K. 1985 . The interaction of contextual constraints and parafoveal visual information in reading . Cognitive Psychology , 17 : 364 – 390 .
   PubMed Web of Science ®Google Scholar
• Bicknell , K. , & Levy , R. 2010 . A rational model of eye movement control in reading . In Proceedings of the 48th annual meeting of the Association for Computational Linguistics (ACL) (pp. 1168 – 1178 ). Uppsala , , Sweden : Association for Computational Linguistics .
   Google Scholar
• Butko , N. J. and Movellan , J. R. 2010 . Infomax control of eye movements . IEEE Transactions on Autonomous Mental Development , 2 : 91 – 107 .
   Google Scholar
• Chen , S. F. , & Goodman , J. 1998 . An empirical study of smoothing techniques for language modeling ( Tech. Rep. No. TR-10-98 ). Cambridge , MA : Computer Science Group, Harvard University .
   Google Scholar
• Clark , J. J. and O'Regan , J. K. 1999 . Word ambiguity and the optimal viewing position in reading . Vision Research , 39 : 843 – 857 .
   PubMed Web of Science ®Google Scholar
• Cover , T. M. and Thomas , J. A. 2006 . Elements of information theory , 2nd ed , Hoboken , NJ : Wiley .
   Google Scholar
• Ehrlich , S. F. and Rayner , K. 1981 . Contextual effects on word perception and eye movements during reading . Journal of Verbal Learning and Verbal Behavior , 20 : 641 – 655 .
   Google Scholar
• Engbert , R. , Longtin , A. and Kliegl , R. 2002 . A dynamical model of saccade generation in reading based on spatially distributed lexical processing . Vision Research , 42 : 621 – 636 .
   PubMed Web of Science ®Google Scholar
• Engbert , R. , Nuthmann , A. , Richter , E. M. and Kliegl , R. 2005 . SWIFT: A dynamical model of saccade generation during reading . Psychological Review , 112 : 777 – 813 .
   PubMed Web of Science ®Google Scholar
• Grainger , J. 2003 . “ Moving eyes and reading words: How can a computational model combine the two? ” . In The mind's eye: Cognitive and applied aspects of eye movement research , Edited by: Hyönä , J. , Radach , R. and Deubel , H. 457 – 470 . Amsterdam , , The Netherlands : Elsevier .
   Google Scholar
• Greenberg , S. N. , Inhoff , A. W. and Weger , U. W. 2006 . The impact of letter detection on eye movement patterns during reading: Reconsidering lexical analysis in connected text as a function of task . Quarterly Journal of Experimental Psychology , 59 : 987 – 995 .
   PubMed Web of Science ®Google Scholar
• Holmes , V. M. and O'Regan , J. K. 1987 . “ Decomposing French words ” . In Eye movements: From physiology to cognition , Edited by: O'Regan , J. K. and Levy-Schoen , A. 459 – 466 . Amsterdam , , The Netherlands : North-Holland .
   Google Scholar
• Huestegge , L. , Grainger , J. and Radach , R. 2003 . Visual word recognition and oculomotor control in reading . Behavioral and Brain Sciences , 26 : 487 – 488 .
   Web of Science ®Google Scholar
• Hyönä , J. 1995 . Do irregular letter combinations attract readers’ attention? Evidence from fixation locations in words . Journal of Experimental Psychology: Human Perception and Performance , 21 : 68 – 81 .
   Web of Science ®Google Scholar
• Hyönä , J. , Niemi , P. and Underwood , G. 1989 . Reading long words embedded in sentences: Informativeness of word halves affects eye movements . Journal of Experimental Psychology: Human Perception and Performance , 15 : 142 – 152 .
   PubMed Web of Science ®Google Scholar
• Itti , L. and Baldi , P. 2009 . Bayesian surprise attracts human attention . Vision Research , 29 : 1295 – 1306 .
   Web of Science ®Google Scholar
• Itti , L. and Koch , C. 2000 . A saliency-based search mechanism for overt and covert shifts of visual attention . Vision Research , 40 : 1489 – 1506 .
   PubMed Web of Science ®Google Scholar
• Jurafsky , D. and Martin , J. H. 2009 . Speech and language processing: An introduction to natural language processing, computational linguistics, and speech recognition , 2nd ed , Upper Saddle River , NJ : Prentice Hall .
   Google Scholar
• Kanan , C. , Tong , M. H. , Zhang , L. and Cottrell , G. W. 2009 . SUN: Top-down saliency using natural statistics . Visual Cognition , 17 : 979 – 1003 .
   PubMed Web of Science ®Google Scholar
• Kennedy , A. and Pynte , J. 2005 . Parafoveal-on-foveal effects in normal reading . Vision Research , 45 : 153 – 168 .
   PubMed Web of Science ®Google Scholar
• Legge , G. E. , Hooven , T. A. , Klitz , T. S. , Mansfield , J. S. and Tjan , B. S. 2002 . Mr. Chips 2002: New insights from an ideal-observer model of reading . Vision Research , 42 : 2219 – 2234 .
   PubMed Web of Science ®Google Scholar
• Legge , G. E. , Klitz , T. S. and Tjan , B. S. 1997 . Mr. Chips: An ideal-observer model of reading . Psychological Review , 104 : 524 – 553 .
   PubMed Web of Science ®Google Scholar
• Levy , R. , Bicknell , K. , Slattery , T. and Rayner , K. 2009 . Eye movement evidence that readers maintain and act on uncertainty about past linguistic input. Proceedings of the National Academy of Sciences of the USA, 106, 21086–21090 . Correction: Proceedings of the National Academy of Sciences of the USA , 107 : 5260
   Web of Science ®Google Scholar
• Marat , S. , & Itti , L. 2012 . Influence of the amount of context learned for improving object classification when simultaneously learning object and contextual cues . Visual Cognition , 20 , 581 – 603 .
   Web of Science ®Google Scholar
• Marr , D. 1982 . Vision: A computational investigation into the human representation and processing of visual information , San Francisco , CA : W.H. Freeman .
   Google Scholar
• McClelland , J. L. and Rumelhart , D. E. 1981 . An interactive activation model of context effects in letter perception: Part 1. An account of basic findings . Psychological Review , 88 : 375 – 407 .
   Web of Science ®Google Scholar
• McConkie , G. W. , Kerr , P. W. , Reddix , M. D. and Zola , D. 1988 . Eye movement control during reading: I. The location of initial eye fixations on words . Vision Research , 28 : 1107 – 1118 .
   PubMed Web of Science ®Google Scholar
• McConkie , G. W. , Kerr , P. W. , Reddix , M. D. , Zola , D. and Jacobs , A. M. 1989 . Eye movement control during reading: II. Frequency of refixating a word . Perception and Psychophysics , 46 : 245 – 253 .
   PubMed Web of Science ®Google Scholar
• McDonald , S. A. and Shillcock , R. C. 2003 . Low-level predictive inference in reading: The influence of transitional probabilities on eye movements . Vision Research , 43 : 1735 – 1751 .
   PubMed Web of Science ®Google Scholar
• Morris , R. K. , Rayner , K. and Pollatsek , A. 1990 . Eye movement guidance in reading: The role of parafoveal letter and space information . Journal of Experimental Psychology: Human Perception and Performance , 16 : 268 – 281 .
   PubMed Web of Science ®Google Scholar
• Morton , J. 1964 . The effects of context upon speed of reading, eye movements and eye-voice span . Quarterly Journal of Experimental Psychology , 16 : 340 – 354 .
   Web of Science ®Google Scholar
• Moscoso del Prado Martín , F. 2008 . “ A fully analytic model of the visual lexical decision task ” . In Proceedings of the 30th annual conference of the Cognitive Science Society , Edited by: Love , B. C. , McRae , K. and Sloutsky , V. M. 1035 – 1040 . Austin , TX : Cognitive Science Society .
   Google Scholar
• Najemnik , J. and Geisler , W. S. 2005 . Optimal eye movement strategies in visual search . Science , 434 : 387 – 391 .
   Google Scholar
• Najemnik , J. and Geisler , W. S. 2008 . Eye movement statistics in humans are consistent with an optimal search strategy . Journal of Vision , 8 : 1 – 14 .
   PubMed Web of Science ®Google Scholar
• Norris , D. 2006 . The Bayesian reader: Explaining word recognition as an optimal Bayesian decision process . Psychological Review , 113 : 327 – 357 .
   PubMed Web of Science ®Google Scholar
• Norris , D. 2009 . Putting it all together: A unified account of word recognition and reaction-time distributions . Psychological Review , 116 : 207 – 219 .
   PubMed Web of Science ®Google Scholar
• Nuthmann , A. , & Henderson , J. M. 2012 . Using CRISP to model global characteristics of fixation durations in scene viewing and reading with a common mechanism . Visual Cognition , 20 , 457 – 494 .
   Web of Science ®Google Scholar
• Nuthmann , A. , Smith , T. J. , Engbert , R. and Henderson , J. M. 2010 . CRISP: A computational model of fixation durations in scene viewing . Psychological Review , 117 : 382 – 405 .
   PubMed Web of Science ®Google Scholar
• O'Regan , J. K. 1981 . “ The “convenient viewing position” hypothesis ” . In Eye movements: Cognition and visual perception , Edited by: Fisher , D. F. , Monty , R. A. and Senders , J. W. 289 – 298 . Hillsdale , NJ : Lawrence Erlbaum Associates, Inc .
   Google Scholar
• O'Regan , J. K. and Lévy-Schoen , A. 1987 . “ Eye-movement strategy and tactics in word recognition and reading ” . In Attention and performance XII: The psychology of reading , Edited by: Coltheart , M. 363 – 383 . Hillsdale , NJ : Lawrence Erlbaum Associates, Inc .
   Google Scholar
• O'Regan , J. K. , Lévy-Schoen , A. , Pynte , J. and Brugaillère , B. 1984 . Convenient fixation location within isolated words of different length and structure . Journal of Experimental Psychology: Human Perception and Performance , 10 : 250 – 257 .
   PubMed Web of Science ®Google Scholar
• Pollatsek , A. , Perea , M. and Binder , K. S. 1999 . The effects of “neighborhood size” in reading and lexical decision . Journal of Experimental Psychology: Human Perception and Performance , 25 : 1142 – 1158 .
   PubMed Web of Science ®Google Scholar
• Pollatsek , A. and Rayner , K. 1982 . Eye movement control in reading: The role of word boundaries . Journal of Experimental Psychology: Human Perception and Performance , 8 : 817 – 833 .
   Web of Science ®Google Scholar
• Pollatsek , A. , Reichle , E. D. and Rayner , K. 2006 . Tests of the E-Z Reader model: Exploring the interface between cognition and eye-movement control . Cognitive Psychology , 52 : 1 – 56 .
   PubMed Web of Science ®Google Scholar
• Pynte , J. , Kennedy , A. and Murray , W. S. 1991 . Within-word inspection strategies in continuous reading: Time course of perceptual, lexical, and contextual processes . Journal of Experimental Psychology: Human Perception and Performance , 17 : 458 – 470 .
   Web of Science ®Google Scholar
• Rayner , K. 1979 . Eye guidance in reading: Fixation locations within words . Perception , 8 : 21 – 30 .
   PubMed Web of Science ®Google Scholar
• Rayner , K. 1998 . Eye movements in reading and information processing: 20 years of research . Psychological Bulletin , 124 : 372 – 422 .
   PubMed Web of Science ®Google Scholar
• Rayner , K. 2009 . The 35th Sir Frederick Bartlett lecture: Eye movements and attention in reading, scene perception, and visual search . Quarterly Journal of Experimental Psychology , 62 : 1457 – 1506 .
   PubMed Web of Science ®Google Scholar
• Rayner , K. , Ashby , J. , Pollatsek , A. and Reichle , E. D. 2004 . The effects of frequency and predictability on eye fixations in reading: Implications for the E-Z Reader model . Journal of Experimental Psychology: Human Perception and Performance , 30 : 720 – 732 .
   PubMed Web of Science ®Google Scholar
• Rayner , K. and McConkie , G. W. 1976 . What guides a reader's eye movements? . Vision Research , 16 : 829 – 837 .
   PubMed Web of Science ®Google Scholar
• Rayner , K. , McConkie , G. W. and Zola , D. 1980 . Integrating information across eye movements . Cognitive Psychology , 12 : 206 – 226 .
   PubMed Web of Science ®Google Scholar
• Rayner , K. and Morris , R. K. 1992 . Eye movement control in reading: Evidence against semantic preprocessing . Journal of Experimental Psychology: Human Perception and Performance , 18 : 163 – 172 .
   PubMed Web of Science ®Google Scholar
• Rayner , K. , Sereno , S. C. and Raney , G. E. 1996 . Eye movement control in reading: A comparison of two types of models . Journal of Experimental Psychology: Human Perception and Performance , 22 : 1188 – 1200 .
   PubMed Web of Science ®Google Scholar
• Rayner , K. and Well , A. D. 1996 . Effects of contextual constraint on eye movements in reading: A further examination . Psychonomic Bulletin and Review , 3 : 504 – 509 .
   PubMed Web of Science ®Google Scholar
• Rayner , K. , Well , A. D. , Pollatsek , A. and Bertera , J. H. 1982 . The availability of useful information to the right of fixation in reading . Perception and Psychophysics , 31 : 537 – 550 .
   PubMed Web of Science ®Google Scholar
• Reichle , E. D. , Pollatsek , A. , Fisher , D. L. and Rayner , K. 1998 . Toward a model of eye movement control in reading . Psychological Review , 105 : 125 – 157 .
   PubMed Web of Science ®Google Scholar
• Reichle , E. D. , Rayner , K. and Pollatsek , A. 2003 . The E-Z Reader model of eye-movement control in reading: Comparisons to other models . Behavioral and Brain Sciences , 26 : 445 – 526 .
   PubMed Web of Science ®Google Scholar
• Reichle , E. D. , Rayner , K. , & Pollatsek , A. 2012 . Eye movements in reading versus non-reading tasks: Using E-Z Reader to understand the role of word/stimulus familiarity . Visual Cognition , 20 , 360 – 390 .
   PubMed Web of Science ®Google Scholar
• Reichle , E. D. , Warren , T. and McConnell , K. 2009 . Using E-Z Reader to model the effects of higher level language processing on eye movements during reading . Psychonomic Bulletin and Review , 16 : 1 – 21 .
   PubMed Web of Science ®Google Scholar
• Reilly , R. G. and Radach , R. 2006 . Some empirical tests of an interactive activation model of eye movement control in reading . Cognitive Systems Research , 7 : 34 – 55 .
   Web of Science ®Google Scholar
• Renninger , L. W. , Verghese , P. and Coughlan , J. 2007 . Where to look next? Eye movements reduce local uncertainty . Journal of Vision , 7 : 1 – 17 .
   Web of Science ®Google Scholar
• Rumelhart , D. E. and McClelland , J. L. 1982 . An interactive activation model of context effects in letter perception: Part 2. The contextual enhancement effect and some tests and extensions of the model . Psychological Review , 89 : 60 – 94 .
   PubMed Web of Science ®Google Scholar
• Schad , D. , & Engbert , R. 2012 . The zoom lens of attention: Simulating shuffled versus normal text reading using the SWIFT model . Visual Cognition , 20 , 391 – 421 .
   PubMed Web of Science ®Google Scholar
• Slattery , T. J. 2009 . Word misperception, the neighbor frequency effect, and the role of sentence context: Evidence from eye movements . Journal of Experimental Psychology: Human Perception and Performance , 35 : 1969 – 1975 .
   PubMed Web of Science ®Google Scholar
• Torralba , A. , Oliva , A. , Castelhano , M. S. and Henderson , J. M. 2006 . Contextual guidance of eye movements and attention in real-world scenes: The role of global features in object search . Psychological Review , 113 : 766 – 786 .
   PubMed Web of Science ®Google Scholar
• Underwood , G. , Bloomfield , R. and Clews , S. 1988 . Information influences the pattern of eye fixations during sentence comprehension . Perception , 17 : 267 – 278 .
   PubMed Web of Science ®Google Scholar
• Underwood , G. , Clews , S. and Everatt , J. 1990 . How do readers know where to look next? Local information distributions influence eye fixations . Quarterly Journal of Experimental Psychology , 42A : 39 – 65 .
   Web of Science ®Google Scholar
• Vitu , F. , O'Regan , J. K. , Inhoff , A. W. and Topolski , R. 1995 . Mindless reading: Eye-movement characteristics are similar in scanning letter strings and reading texts . Perception and Psychophysics , 57 : 352 – 364 .
   PubMed Web of Science ®Google Scholar
• Vitu , F. , O'Regan , J. K. and Mittau , M. 1990 . Optimal landing position in reading isolated words and continuous text . Perception and Psychophysics , 47 : 583 – 600 .
   PubMed Web of Science ®Google Scholar
• Zelinsky , G. J. 2008 . A theory of eye movements during target acquisition . Psychological Review , 115 : 787 – 835 .
   PubMed Web of Science ®Google Scholar
• Zelinsky , G. J. 2012 . TAM: Explaining off-object fixations and central fixation tendencies as effects of population averaging during search . Visual Cognition , 20 , 515 – 545 .
   PubMed Web of Science ®Google Scholar
• Zhang , L. , Tong , M. H. , Marks , T. K. , Shan , H. and Cottrell , G. W. 2008 . SUN: A Bayesian framework for saliency using natural statistics . Journal of Vision , 8 : 1 – 20 .
   Web of Science ®Google Scholar