Theoretical and Computational Models of Word Learning: Trends in Psychology and Artificial Intelligence PDF Download
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Author: Gogate, Lakshmi
Publisher: IGI Global
ISBN: 1466629746
Category : Computers
Languages : en
Pages : 451
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Book Description
The process of learning words and languages may seem like an instinctual trait, inherent to nearly all humans from a young age. However, a vast range of complex research and information exists in detailing the complexities of the process of word learning. Theoretical and Computational Models of Word Learning: Trends in Psychology and Artificial Intelligence strives to combine cross-disciplinary research into one comprehensive volume to help readers gain a fuller understanding of the developmental processes and influences that makeup the progression of word learning. Blending together developmental psychology and artificial intelligence, this publication is intended for researchers, practitioners, and educators who are interested in language learning and its development as well as computational models formed from these specific areas of research.
Author: Gogate, Lakshmi
Publisher: IGI Global
ISBN: 1466629746
Category : Computers
Languages : en
Pages : 451
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Book Description
The process of learning words and languages may seem like an instinctual trait, inherent to nearly all humans from a young age. However, a vast range of complex research and information exists in detailing the complexities of the process of word learning. Theoretical and Computational Models of Word Learning: Trends in Psychology and Artificial Intelligence strives to combine cross-disciplinary research into one comprehensive volume to help readers gain a fuller understanding of the developmental processes and influences that makeup the progression of word learning. Blending together developmental psychology and artificial intelligence, this publication is intended for researchers, practitioners, and educators who are interested in language learning and its development as well as computational models formed from these specific areas of research.
Author: Ron Sun
Publisher: Cambridge University Press
ISBN: 0521674107
Category : Computers
Languages : en
Pages : 767
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Book Description
A cutting-edge reference source for the interdisciplinary field of computational cognitive modeling.
Author: Charles S. Taber
Publisher: SAGE
ISBN: 9780803972704
Category : Computers
Languages : en
Pages : 108
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Book Description
In this introduction to computational modelling the authors provide a concise description of computational methods, including dynamic simulation, knowledge-based models and machine learning, as a single broad class of research tools.
Author: Michael Spivey
Publisher: Cambridge University Press
ISBN: 1139536141
Category : Psychology
Languages : en
Pages : 1297
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Book Description
Our ability to speak, write, understand speech and read is critical to our ability to function in today's society. As such, psycholinguistics, or the study of how humans learn and use language, is a central topic in cognitive science. This comprehensive handbook is a collection of chapters written not by practitioners in the field, who can summarize the work going on around them, but by trailblazers from a wide array of subfields, who have been shaping the field of psycholinguistics over the last decade. Some topics discussed include how children learn language, how average adults understand and produce language, how language is represented in the brain, how brain-damaged individuals perform in terms of their language abilities and computer-based models of language and meaning. This is required reading for advanced researchers, graduate students and upper-level undergraduates who are interested in the recent developments and the future of psycholinguistics.
Author: Erik D. Reichle
Publisher: Oxford University Press
ISBN: 019537066X
Category : Computers
Languages : en
Pages : 609
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Book Description
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 meaning (for example, of sentences), and the integration of the latter into memory so that a text can be understood and remembered. The final chapter describes a new model of reading, in its entirety, and then reports simulations showing how it explains important findings related to reading.
Author: Stephan Lewandowsky
Publisher: SAGE
ISBN: 1452236194
Category : Psychology
Languages : en
Pages : 377
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Book Description
An accessible introduction to the principles of computational and mathematical modeling in psychology and cognitive science This practical and readable work provides students and researchers, who are new to cognitive modeling, with the background and core knowledge they need to interpret published reports, and develop and apply models of their own. The book is structured to help readers understand the logic of individual component techniques and their relationships to each other.
Author: Hinrich Schütze
Publisher: Center for the Study of Language and Information Publications
ISBN: 9781575860749
Category : Language Arts & Disciplines
Languages : en
Pages : 230
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Book Description
This volume is concerned with how ambiguity and ambiguity resolution are learned, that is, with the acquisition of the different representations of ambiguous linguistic forms and the knowledge necessary for selecting among them in context. Schütze concentrates on how the acquisition of ambiguity is possible in principle and demonstrates that particular types of algorithms and learning architectures (such as unsupervised clustering and neural networks) can succeed at the task. Three types of lexical ambiguity are treated: ambiguity in syntactic categorisation, semantic categorisation, and verbal subcategorisation. The volume presents three different models of ambiguity acquisition: Tag Space, Word Space, and Subcat Learner, and addresses the importance of ambiguity in linguistic representation and its relevance for linguistic innateness.
Author: Alastair Smith
Publisher: World Scientific
ISBN: 9814699357
Category : Psychology
Languages : en
Pages : 153
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Book Description
This volume presents peer-reviewed versions of papers presented at the 14th Neural Computation and Psychology Workshop (NCPW14), which took place in July 2014 at Lancaster University, UK. The workshop draws international attendees from the cutting edge of interdisciplinary research in psychology, computational modeling, artificial intelligence and psychology, and aims to drive forward our understanding of the mechanisms underlying a range of cognitive processes.
Author: Margaret J. Snowling
Publisher: John Wiley & Sons
ISBN: 1119705134
Category : Language Arts & Disciplines
Languages : en
Pages : 608
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Book Description
Provides an overview of state-of-the-art research on the science of reading, revised and updated throughout The Science of Reading presents the most recent advances in the study of reading and related skills. Bringing together contributions from a multidisciplinary team of experts, this comprehensive volume reviews theoretical approaches, stage models of reading, cross-linguistic studies of reading, reading instruction, the neurobiology of reading, and more. Divided into six parts, the book explores word recognition processes in skilled reading, learning to read and spell, reading comprehension and its development, reading and writing in different languages, developmental and acquired reading disorders, and the social, biological, and environmental factors of literacy. The second edition of The Science of Reading is extensively revised to reflect contemporary theoretical insights and methodological advances. Two entirely new chapters on co-occurrence and complexity are accompanied by reviews of recent findings and discussion of future trends and research directions. Updated chapters cover the development of reading and language in preschools, the social correlates of reading, experimental research on sentence processing, learning to read in alphabetic orthographies, comorbidities that occur frequently with dyslexia, and other central topics. Demonstrates how different knowledge sources underpin reading processes using a wide range of methodologies Presents critical appraisals of theoretical and computational models of word recognition and evidence-based research on reading intervention Reviews evidence on skilled visual word recognition, the role of phonology, methods for identifying dyslexia, and the molecular genetics of reading and language Highlights the importance of language as a foundation for literacy and as a risk factor for developmental dyslexia and other reading disorders Discusses learning to read in different types of writing systems, with a language impairment, and in variations of the home literacy environment Describes the role of contemporary analytical tools such as dominance analysis and quantile regression in modelling the development of reading and comprehension Part of the acclaimed Wiley Blackwell Handbooks of Developmental Psychology series, the second edition of The Science of Reading: A Handbook remains an invaluable resource for advanced students, researchers, and specialist educators looking for an up-to-date overview of the field.
Author: Margaret A. Boden
Publisher: Cambridge University Press
ISBN: 9780521270335
Category : Medical
Languages : en
Pages : 306
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Book Description
This book shows how computer models are used to study many psychological phenomena - including vision, language, reasoning, and learning.
