Implications of Psycho-computational Modelling for Morphological Theory
Author: Vito Pirrelli
Publisher: Frontiers Media SA
Published: 2022-07-12
Total Pages: 190
ISBN-13: 2889765415
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Author: Vito Pirrelli
Publisher: Frontiers Media SA
Published: 2022-07-12
Total Pages: 190
ISBN-13: 2889765415
DOWNLOAD EBOOKAuthor: Jeffrey B. Vancouver
Publisher: Taylor & Francis
Published: 2023-11-02
Total Pages: 348
ISBN-13: 1003815219
DOWNLOAD EBOOKThis collection provides a primer to the process and promise of computational modeling for industrial-organizational psychologists. With contributions by global experts in the field, the book is designed to expand readers’ appreciation for computational modeling via chapters focused on key modeling achievements in domains relevant to industrial-organizational psychology, including decision making in organizations, diversity and inclusion, learning and training, leadership, and teams. To move the use of computational modeling forward, the book includes specific how-to-chapters on two of the most commonly used modeling approaches: agent-based modeling and system dynamics modeling. It also gives guidance on how to evaluate these models qualitatively and quantitatively, and offers advice on how to read, review, and publish papers with computational models. The authors provide an extensive description of the myriad of values computational modeling can bring to the field, highlighting how they offer a more transparent, precise way to represent theories and can be simulated to offer a test of the internal consistency of a theory and allow for predictions. This is accompanied by an overview of the history of computational modeling as it relates to I-O psychology. Throughout, the authors reflect on computational modeling’s journey, looking back to its history as they imagine its future in I-O psychology. Each contribution demonstrates the value and opportunities computational modeling can provide the individual researcher, research teams, and fields of I-O psychology and management. This volume is an ideal resource for anyone interested in computational modeling, from scholarly consumers to computational model creators. Chapter 1 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license.
Author: Margaret A. Boden
Publisher: Cambridge University Press
Published: 1988-04-29
Total Pages: 306
ISBN-13: 9780521270335
DOWNLOAD EBOOKThis book shows how computer models are used to study many psychological phenomena - including vision, language, reasoning, and learning.
Author: Richard William Sproat
Publisher: MIT Press
Published: 1992
Total Pages: 332
ISBN-13: 9780262193146
DOWNLOAD EBOOKThis book provides the first broad yet thorough coverage of issues in morphological theory. It includes a wide array of techniques and systems in computational morphology (including discussion of their limitations), and describes some unusual applications.Sproat motivates the study of computational morphology by arguing that a computational natural language system, such as a parser or a generator, must incorporate a model of morphology. He discusses a range of applications for programs with knowledge of morphology, some of which are not generally found in the literature. Sproat then provides an overview of some of the basic descriptive facts about morphology and issues in theoretical morphology and (lexical) phonology, as well as psycholinguistic evidence for human processing of morphological structure. He take up the basic techniques that have been proposed for doing morphological processing and discusses at length various systems (such as DECOMP and KIMMO) that incorporate part or all of those techniques, pointing out the inadequacies of such systems from both a descriptive and a computational point of view. He concludes by touching on interesting peripheral areas such as the analysis of complex nominals in English, and on the main contributions of Rumelhart and McClelland's connectionism to the computational analysis of words.
Author: Stephan Lewandowsky
Publisher: SAGE
Published: 2010-11-29
Total Pages: 377
ISBN-13: 1412970768
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Author: Bruce Mayo
Publisher:
Published: 1999
Total Pages: 285
ISBN-13:
DOWNLOAD EBOOKAuthor: Margaret A. Boden
Publisher:
Published: 1981
Total Pages: 328
ISBN-13:
DOWNLOAD EBOOKAuthor: Peter Baofu
Publisher:
Published: 2014-05-14
Total Pages: 708
ISBN-13: 9781628089820
DOWNLOAD EBOOKAuthor: Vito Pirrelli
Publisher: Walter de Gruyter GmbH & Co KG
Published: 2020-04-20
Total Pages: 621
ISBN-13: 3110432447
DOWNLOAD EBOOKWord storage and processing define a multi-factorial domain of scientific inquiry whose thorough investigation goes well beyond the boundaries of traditional disciplinary taxonomies, to require synergic integration of a wide range of methods, techniques and empirical and experimental findings. The present book intends to approach a few central issues concerning the organization, structure and functioning of the Mental Lexicon, by asking domain experts to look at common, central topics from complementary standpoints, and discuss the advantages of developing converging perspectives. The book will explore the connections between computational and algorithmic models of the mental lexicon, word frequency distributions and information theoretical measures of word families, statistical correlations across psycho-linguistic and cognitive evidence, principles of machine learning and integrative brain models of word storage and processing. Main goal of the book will be to map out the landscape of future research in this area, to foster the development of interdisciplinary curricula and help single-domain specialists understand and address issues and questions as they are raised in other disciplines.
Author: Lívia Körtvélyessy
Publisher: Cambridge University Press
Published: 2020-10-08
Total Pages: 399
ISBN-13: 1108490298
DOWNLOAD EBOOKDrawing on innovative research, the book reveals the wealth and breadth of the study of word-formation, both theoretically and empirically.