OB1-Reader: A Model of Word Recognition and Eye Movements in Text Reading.

Decades of reading research have led to sophisticated accounts of single-word recognition and, in parallel, accounts of eye-movement control in text reading. Although these two endeavors have strongly advanced the field, their relative independence has precluded an integrated account of the reading...

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Publicado en:Psychological Review Vol. 125; no. 6; pp. 969 - 985
Autores principales: Snell, Joshua, van Leipsig, Sam, Grainger, Jonathan, Meeter, Martijn
Formato: Artículo
Publicado: American Psychological Association Nov2018
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Acceso en línea:Ver este registro en EBSCOhost
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      dt: Nov2018
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      pub: American Psychological Association
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        10.1037/rev0000119
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        atl: OB1-Reader: A Model of Word Recognition and Eye Movements in Text Reading.
      aug:
        au:
          Snell, Joshua
          van Leipsig, Sam
          Grainger, Jonathan
          Meeter, Martijn
        affil:
          Aix-Marseille University
          Brain & Language Research Institute, Marseille, France
          Vrije Universiteit Amsterdam
          Centre National de Recherche Scientifique, Marseille, France
          Vrije Universiteit Amsterdam and LEARN! Research Institute, Amsterdam, the Netherlands
      su:
        Reading
        Word recognition
        Eye movements
        Reading machines
        Sentences (Grammar)
      sug:
        subj:
          Reading
          Word recognition
          Eye movements
          Reading machines
          Sentences (Grammar)
      keyword:
        computational model
        lexical processing
        orthographic processing
        parallel word processing
        text reading
        computational model
        lexical processing
        orthographic processing
        parallel word processing
        text reading
      ab: Decades of reading research have led to sophisticated accounts of single-word recognition and, in parallel, accounts of eye-movement control in text reading. Although these two endeavors have strongly advanced the field, their relative independence has precluded an integrated account of the reading process. To bridge the gap, we here present a computational model of reading, OBI-reader, which integrates insights from both literatures. Key features of OBI are as follows: (1) parallel processing of multiple words, modulated by an attentional window of adaptable size; (2) coding of input through a layer of open bigram nodes that represent pairs of letters and their relative position; (3) activation of word representations based on constituent bigram activity, competition with other word representations and contextual predictability; (4) mapping of activated words onto a spatiotopic sentence-level representation to keep track of word order; and (5) saccade planning, with the saccade goal being dependent on the length and activation of surrounding word units, and the saccade onset being influenced by word recognition. A comparison of simulation results with experimental data shows that the model provides a fruitful and parsimonious theoretical framework for understanding reading behavior.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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