Computational Models of Reading

Computational Models of Reading

Author: Erik D. Reichle

Publisher:

ISBN: 0190853824

Category: Human information processing

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"This book describes computational models of reading, or models that simulate and explain the mental processes that support the reading of text. The book provides introductory chapters on both reading research and computer models. The central chapters of the book then review what has been learned about reading from empirical research on four core reading processes: word identification, sentence processing, discourse representation, and how these three processes are coordinated with visual processing, attention, and eye-movement control. These central chapters also review an influential sample of computer models that have been developed to explain these key empirical findings, as well as comparative analyses of those models. The final chapter attempts to integrate this empirical and theoretical work be both describing a new comprehensive model of reading, Über-Reader, and reporting several simulations to illustrate how the model accounts for many of the basic phenomena related to reading"--
Computational Models of Reading
Language: en
Pages:
Authors: Erik D. Reichle
Categories: Human information processing
Type: BOOK - Published: 2021 - Publisher:

"This book describes computational models of reading, or models that simulate and explain the mental processes that support the reading of text. The book provides introductory chapters on both reading research and computer models. The central chapters of the book then review what has been learned about reading from empirical
Understanding Language Understanding
Language: en
Pages: 499
Authors: Ashwin Ram, Kenneth Moorman
Categories: Education
Type: BOOK - Published: 1999 - Publisher: MIT Press

This book highlights cutting-edge research relevant to the building of a computational model of reading comprehension, as in the processing and understanding of a natural language text or story. The book takes an interdisciplinary approach to the study of reading, with contributions from computer science, psychology, and philosophy. Contributors cover
Computational Models of Reading
Language: en
Pages: 608
Authors: Erik D. Reichle
Categories: Computers
Type: BOOK - Published: 2021 - Publisher: Oxford University Press

Computational Models of Reading is a reference book that can be used to learn about reading research and how computer models have been used to explain and simulate the mental processes involved in reading. These mental processes include the identification of printed words, the active construction of larger units of
Modelling Word Recognition and Reading Aloud
Language: en
Pages: 256
Authors: Taylor & Francis Group
Categories: Computers
Type: BOOK - Published: 2019-06-06 - Publisher: Psychology Press

Computational modeling has tremendously advanced our understanding of the processes involved in normal and impaired reading. While previous research has mainly focused on simulating reading aloud of monosyllabic words in English, the present special issue highlights some new directions in the field of word recognition and reading aloud. These new
Computational Models of Learning
Language: en
Pages: 208
Authors: Leonard Bolc
Categories: Computers
Type: BOOK - Published: 2011-12-15 - Publisher: Springer

In recent years, machine learning has emerged as a significant area of research in artificial intelligence and cognitive science. At present, research in the field is being intensified from both the point of view of theory and of implementation, and the results are being introduced in practice. Machine learning has