Analogical Modeling Of Language

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Analogical Modeling of Language

Author : R. Skousen
Publisher : Springer Science & Business Media
ISBN 13 : 9400919069
Total Pages : 220 pages
Book Rating : 4.4/5 (9 download)

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Book Synopsis Analogical Modeling of Language by : R. Skousen

Download or read book Analogical Modeling of Language written by R. Skousen and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1. Structuralist Versus Analogical Descriptions ONE important purpose of this book is to compare two completely dif ferent approaches to describing language. The first of these approaches, commonly called stnlctllralist, is the traditional method for describing behavior. Its methods are found in many diverse fields - from biological taxonomy to literary criticism. A structuralist description can be broadly characterized as a system of classification. The fundamental question that a structuralist description attempts to answer is how a general contextual space should be partitioned. For each context in the partition, a rule is defined. The rule either specifies the behavior of that context or (as in a taxonomy) assigns a name to that context. Structuralists have implicitly assumed that descriptions of behavior should not only be correct, but should also minimize the number of rules and permit only the simplest possible contextual specifications. It turns out that these intuitive notions can actually be derived from more fundamental statements about the uncertainty of rule systems. Traditionally, linguistic analyses have been based on the idea that a language is a system of rules. Saussure, of course, is well known as an early proponent of linguistic structuralism, as exemplified by his characterization of language as "a self-contained whole and principle of classification" (Saussure 1966:9). Yet linguistic structuralism did not originate with Saussure - nor did it end with "American structuralism".

Analogical Modeling

Author : Royal Skousen
Publisher : John Benjamins Publishing
ISBN 13 : 9027296944
Total Pages : 427 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Analogical Modeling by : Royal Skousen

Download or read book Analogical Modeling written by Royal Skousen and published by John Benjamins Publishing. This book was released on 2002-11-29 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analogical Modeling (AM) is an exemplar-based general theory of description that uses both neighbors and non-neighbors (under certain well-defined conditions of homogeneity) to predict language behavior. This book provides a basic introduction to AM, compares the theory with nearest-neighbor approaches, and discusses the most recent advances in the theory, including psycholinguistic evidence, applications to specific languages, the problem of categorization, and how AM relates to alternative approaches of language description (such as instance families, neural nets, connectionism, and optimality theory). The book closes with a thorough examination of the problem of the exponential explosion, an inherent difficulty in AM (and in fact all theories of language description). Quantum computing (based on quantum mechanics with its inherent simultaneity and reversibility) provides a precise and natural solution to the exponential explosion in AM. Finally, an extensive appendix provides three tutorials for running the AM computer program (available online).

Analogical classification in formal grammar

Author : Matías Guzmán Naranjo
Publisher : Language Science Press
ISBN 13 : 3961101868
Total Pages : 256 pages
Book Rating : 4.9/5 (611 download)

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Book Synopsis Analogical classification in formal grammar by : Matías Guzmán Naranjo

Download or read book Analogical classification in formal grammar written by Matías Guzmán Naranjo and published by Language Science Press. This book was released on 2019 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: The organization of the lexicon, and especially the relations between groups of lexemes is a strongly debated topic in linguistics. Some authors have insisted on the lack of any structure of the lexicon. In this vein, Di Sciullo & Williams (1987: 3) claim that “[t]he lexicon is like a prison – it contains only the lawless, and the only thing that its inmates have in commonis lawlessness”. In the alternative view, the lexicon is assumed to have a rich structure that captures all regularities and partial regularities that exist between lexical entries.Two very different schools of linguistics have insisted on the organization of the lexicon. On the one hand, for theories like HPSG (Pollard & Sag 1994), but also some versions of construction grammar (Fillmore & Kay 1995), the lexicon is assumed to have a very rich structure which captures common grammatical properties between its members. In this approach, a type hierarchy organizes the lexicon according to common properties between items. For example, Koenig (1999: 4, among others), working from an HPSG perspective, claims that the lexicon “provides a unified model for partial regularties, medium-size generalizations, and truly productive processes”. On the other hand, from the perspective of usage-based linguistics, several authors have drawn attention to the fact that lexemes which share morphological or syntactic properties, tend to be organized in clusters of surface (phonological or semantic) similarity (Bybee & Slobin 1982; Skousen 1989; Eddington 1996). This approach, often called analogical, has developed highly accurate computational and non-computational models that can predict the classes to which lexemes belong. Like the organization of lexemes in type hierarchies, analogical relations between items help speakers to make sense of intricate systems, and reduce apparent complexity (Köpcke & Zubin 1984). Despite this core commonality, and despite the fact that most linguists seem to agree that analogy plays an important role in language, there has been remarkably little work on bringing together these two approaches. Formal grammar traditions have been very successful in capturing grammatical behaviour, but, in the process, have downplayed the role analogy plays in linguistics (Anderson 2015). In this work, I aim to change this state of affairs. First, by providing an explicit formalization of how analogy interacts with grammar, and second, by showing that analogical effects and relations closely mirror the structures in the lexicon. I will show that both formal grammar approaches, and usage-based analogical models, capture mutually compatible relations in the lexicon.

Analogy and Structure

Author : R. Skousen
Publisher : Springer Science & Business Media
ISBN 13 : 9780792319351
Total Pages : 402 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Analogy and Structure by : R. Skousen

Download or read book Analogy and Structure written by R. Skousen and published by Springer Science & Business Media. This book was released on 1992-09-30 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analogy and Structure provides the necessary foundation for understanding the nature of analogical and structuralist (or rule-based) approaches to describing behavior. In the first part of this book, the mathematical properties of rule approaches are developed; in the second part, the analogical alternative to rules is developed. This book serves as the mathematical basis for Analogical Modeling of Language (Kluwer, 1989). Features include: A Natural Measure of Uncertainty: The disagreement between randomly chosen occurences avids the difficulties of using entropy as the measure of uncertainty. Optimal Descriptions: The implicit assumption of structuralist descriptions (namely, that descriptions of behavior should be corrected and minimal) can be derived from more fundamental statements about the uncertainty of rule systems. Problems with Rule Approaches: The correct description of nondeterministic behavior leads to an atomistic, analog alternative to structuralist (or rule-based) descriptions. Natural Statistics: Traditional statistical tests are eliminated in favor of statistically equivalent decision rules that involve little or no mathematical calculation. Psycholinguistic Factors: Analogical models, unlike, neural networks, directly account for probabilistic learning as well as reaction times in world-recognition experiments.

The Changing English Language

Author : Marianne Hundt
Publisher : Cambridge University Press
ISBN 13 : 1107086868
Total Pages : 431 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis The Changing English Language by : Marianne Hundt

Download or read book The Changing English Language written by Marianne Hundt and published by Cambridge University Press. This book was released on 2017-07-20 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: Experts from psycholinguistics and English historical linguistics address core factors in language change.

Analogy and Structure

Author : R. Skousen
Publisher : Springer Science & Business Media
ISBN 13 : 9401580987
Total Pages : 382 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis Analogy and Structure by : R. Skousen

Download or read book Analogy and Structure written by R. Skousen and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analogy and Structure provides the necessary foundation for understanding the nature of analogical and structuralist (or rule-based) approaches to describing behavior. In the first part of this book, the mathematical properties of rule approaches are developed; in the second part, the analogical alternative to rules is developed. This book serves as the mathematical basis for Analogical Modeling of Language (Kluwer, 1989). Features include: A Natural Measure of Uncertainty: The disagreement between randomly chosen occurences avids the difficulties of using entropy as the measure of uncertainty. Optimal Descriptions: The implicit assumption of structuralist descriptions (namely, that descriptions of behavior should be corrected and minimal) can be derived from more fundamental statements about the uncertainty of rule systems. Problems with Rule Approaches: The correct description of nondeterministic behavior leads to an atomistic, analog alternative to structuralist (or rule-based) descriptions. Natural Statistics: Traditional statistical tests are eliminated in favor of statistically equivalent decision rules that involve little or no mathematical calculation. Psycholinguistic Factors: Analogical models, unlike, neural networks, directly account for probabilistic learning as well as reaction times in world-recognition experiments.

Analogy in Word-formation

Author : Elisa Mattiello
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110549735
Total Pages : 244 pages
Book Rating : 4.1/5 (15 download)

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Book Synopsis Analogy in Word-formation by : Elisa Mattiello

Download or read book Analogy in Word-formation written by Elisa Mattiello and published by Walter de Gruyter GmbH & Co KG. This book was released on 2017-05-22 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book fills a gap in lexical morphology, especially with reference to analogy in English word-formation. Many studies have focused their interest on the role played by analogy within English inflectional morphology. However, the analogical mechanism also deserves investigation on account of its relevance to neology in English. This volume provides in-depth qualitative analyses and stimulating quantitative findings in this realm.

Analogical Modeling

Author : Royal Skousen
Publisher : John Benjamins Publishing
ISBN 13 : 9789027223623
Total Pages : 440 pages
Book Rating : 4.2/5 (236 download)

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Book Synopsis Analogical Modeling by : Royal Skousen

Download or read book Analogical Modeling written by Royal Skousen and published by John Benjamins Publishing. This book was released on 2002-01-01 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analogical Modeling (AM) is an exemplar-based general theory of description that uses both neighbors and non-neighbors (under certain well-defined conditions of homogeneity) to predict language behavior. This book provides a basic introduction to AM, compares the theory with nearest-neighbor approaches, and discusses the most recent advances in the theory, including psycholinguistic evidence, applications to specific languages, the problem of categorization, and how AM relates to alternative approaches of language description (such as instance families, neural nets, connectionism, and optimality theory). The book closes with a thorough examination of the problem of the exponential explosion, an inherent difficulty in AM (and in fact all theories of language description). Quantum computing (based on quantum mechanics with its inherent simultaneity and reversibility) provides a precise and natural solution to the exponential explosion in AM. Finally, an extensive appendix provides three tutorials for running the AM computer program (available online).

The Power of Analogy

Author : Dieter Wanner
Publisher : Walter de Gruyter
ISBN 13 : 3110919818
Total Pages : 349 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis The Power of Analogy by : Dieter Wanner

Download or read book The Power of Analogy written by Dieter Wanner and published by Walter de Gruyter. This book was released on 2011-06-24 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: In The Power of Anology, Dieter Wanner argues for reinstating historical linguistics, especially in (morpho-)syntax, as constitutive of any theoretical account of language. In the first part, he provides a critique of some foundational concepts of an object-oriented linguistic perspective, questioning the distinction between synchrony and diachrony, dichotomous parametrization, grammaticality judgments, and formal generalization. Instead, the immanent perspective of the linguistic individual, licensed by broad cognitive functions, highlights such relegated dimensions as similarity, (surface) redundancy, frequency of form, and social and environmental conditions on language use. In the second part, Dieter Wanner relies on a systematic construct of analogy as the dynamic force enabling language, tying together acquisition, language use, and linguistic change. Such analogy is pervasive, driven by local models, and inevitably spreading through the social web of linguistic practice. The unpredictability, incompletion, and typical slowness of change thereby become the norm, while categorical closure remains a marked possibility. The framework of "Soft Syntax" spells out an operative model for syntax relying on precedence, cohesion, dependence, agreement, constructional identity, and concatenation. These six dimensions and their interplay undergo a detailed exploration of their diachronic operation and implications, applying them to typical examples taken from the history of the Romance languages. The openness of the framework enables diachronic linguistics to approach old problems in a new light and to ask new questions about the mechanics and nature of language change.

Similarity and Analogical Reasoning

Author : Stella Vosniadou
Publisher : Cambridge University Press
ISBN 13 : 9780521389358
Total Pages : 612 pages
Book Rating : 4.3/5 (893 download)

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Book Synopsis Similarity and Analogical Reasoning by : Stella Vosniadou

Download or read book Similarity and Analogical Reasoning written by Stella Vosniadou and published by Cambridge University Press. This book was released on 1989 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Similarity and analogy are fundamental in human cognition. They are crucial for recognition and classification, and have been associated with scientific discovery and creativity. Any adequate understanding of similarity and analogy requires the integration of theory and data from diverse domains. This interdisciplinary volume explores current development in research and theory from psychological, computational, and educational perspectives, and considers their implications for learning and instruction. The distinguished contributors examine the psychological processes involved in reasoning by similarity and analogy, the computational problems encountered in simulating analogical processing in problem solving, and the conditions promoting the application of analogical reasoning in everyday situations.

Analogy in Grammar

Author : James P. Blevins
Publisher : Oxford University Press on Demand
ISBN 13 : 0199547548
Total Pages : 293 pages
Book Rating : 4.1/5 (995 download)

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Book Synopsis Analogy in Grammar by : James P. Blevins

Download or read book Analogy in Grammar written by James P. Blevins and published by Oxford University Press on Demand. This book was released on 2009-07-30 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, leading researchers in morphology, syntax, language acquisition, psycholinguistics, and computational linguistics address central questions about the form and acquisition of analogy in grammar. What kinds of patterns do speakers select as the basis for analogical extension? What types of items are particularly susceptible or resistant to analogical pressures? At what levels do analogical processes operate and how do processes interact? What formal mechanisms areappropriate for modelling analogy? The novel synthesis of typological, theoretical, computational, and developmental paradigms in this volume brings us closer to answering these questions than ever before.

Analogy-making as Perception

Author : Melanie Mitchell
Publisher : Bradford Book
ISBN 13 : 9780262515443
Total Pages : 0 pages
Book Rating : 4.5/5 (154 download)

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Book Synopsis Analogy-making as Perception by : Melanie Mitchell

Download or read book Analogy-making as Perception written by Melanie Mitchell and published by Bradford Book. This book was released on 1993 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The psychologist William James observed that "a native talent for perceiving analogies is... the leading fact in genius of every order." The centrality and the ubiquity of analogy in creative thought have been noted again and again by scientists, artists, and writers, and understanding and modeling analogical thought have emerged as two of the most important challenges for cognitive science.Analogy-Making as Perception is based on the premise that analogy-making is fundamentally a high-level perceptual process in which the interaction of perception and concepts gives rise to "conceptual slippages" which allow analogies to be made. It describes Copycat - a computer model of analogymaking, developed by the author with Douglas Hofstadter, that models the complex, subconscious interaction between perception and concepts that underlies the creation of analogies.In Copycat, both concepts and high-level perception are emergent phenomena, arising from large numbers of low-level, parallel, non-deterministic activities. In the spectrum of cognitive modeling approaches, Copycat occupies a unique intermediate position between symbolic systems and connectionist systems a position that is at present the most useful one for understanding the fluidity of concepts and high-level perception.On one level the work described here is about analogy-making, but on another level it is about cognition in general. It explores such issues as the nature of concepts and perception and the emergence of highly flexible concepts from a lower-level "subcognitive" substrate.Melanie Mitchell, Assistant Professor in the Department of Electrical Engineering and Computer Science at the University of Michigan, is a Fellow of the Michigan Society of Fellows. She is also Director of the Adaptive Computation Program at the Santa Fe Institute.

Multiple Analogies in Science and Philosophy

Author : Cameron Shelley
Publisher : John Benjamins Publishing
ISBN 13 : 9027296588
Total Pages : 184 pages
Book Rating : 4.0/5 (272 download)

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Book Synopsis Multiple Analogies in Science and Philosophy by : Cameron Shelley

Download or read book Multiple Analogies in Science and Philosophy written by Cameron Shelley and published by John Benjamins Publishing. This book was released on 2003-07-17 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: A multiple analogy is a structured comparison in which several sources are likened to a target. In Multiple analogies in science and philosophy, Shelley provides a thorough account of the cognitive representations and processes that participate in multiple analogy formation. Through analysis of real examples taken from the fields of evolutionary biology, archaeology, and Plato's Republic, Shelley argues that multiple analogies are not simply concatenated single analogies but are instead the general form of analogical inference, of which single analogies are a special case. The result is a truly general cognitive model of analogical inference.Shelley also shows how a cognitive account of multiple analogies addresses important philosophical issues such as the confidence that one may have in an analogical explanation, and the role of analogy in science and philosophy. This book lucidly demonstrates that important questions regarding analogical inference cannot be answered adequately by consideration of single analogies alone.

Cognitive Modeling

Author : Thad A. Polk
Publisher : MIT Press
ISBN 13 : 9780262661164
Total Pages : 1300 pages
Book Rating : 4.6/5 (611 download)

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Book Synopsis Cognitive Modeling by : Thad A. Polk

Download or read book Cognitive Modeling written by Thad A. Polk and published by MIT Press. This book was released on 2002 with total page 1300 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to the computational modeling of human cognition.

The Handbook of Historical Linguistics, Volume II

Author : Richard D. Janda
Publisher : John Wiley & Sons
ISBN 13 : 111873226X
Total Pages : 640 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis The Handbook of Historical Linguistics, Volume II by : Richard D. Janda

Download or read book The Handbook of Historical Linguistics, Volume II written by Richard D. Janda and published by John Wiley & Sons. This book was released on 2020-09-15 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: An entirely new follow-up volume providing a detailed account of numerous additional issues, methods, and results that characterize current work in historical linguistics. This brand-new, second volume of The Handbook of Historical Linguistics is a complement to the well-established first volume first published in 2003. It includes extended content allowing uniquely comprehensive coverage of the study of language(s) over time. Though it adds fresh perspectives on several topics previously treated in the first volume, this Handbook focuses on extensions of diachronic linguistics beyond those key issues. This Handbook provides readers with studies of language change whose perspectives range from comparisons of large open vs. small closed corpora, via creolistics and linguistic contact in general, to obsolescence and endangerment of languages. Written by leading scholars in their respective fields, new chapters are offered on matters such as the origin of language, evidence from language for reconstructing human prehistory, invocations of language present in studies of language past, benefits of linguistic fieldwork for historical investigation, ways in which not only biological evolution but also field biology can serve as heuristics for research into the rise and spread of linguistic innovations, and more. Moreover, it: offers novel and broadened content complementing the earlier volume so as to provide the fullest available overview of a wholly engrossing field includes 23 all-new contributed chapters, treating some familiar themes from fresh perspectives but mostly covering entirely new topics features expanded discussion of material from language families other than Indo-European provides a multiplicity of views from numerous specialists in linguistic diachrony. The Handbook of Historical Linguistics, Volume II is an ideal book for undergraduate and graduate students in linguistics, researchers and professional linguists, as well as all those interested in the history of particular languages and the history of language more generally.

Quantitative Linguistik / Quantitative Linguistics

Author : Reinhard Köhler
Publisher : Walter de Gruyter
ISBN 13 : 3110194147
Total Pages : 1056 pages
Book Rating : 4.1/5 (11 download)

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Book Synopsis Quantitative Linguistik / Quantitative Linguistics by : Reinhard Köhler

Download or read book Quantitative Linguistik / Quantitative Linguistics written by Reinhard Köhler and published by Walter de Gruyter. This book was released on 2008-07-14 with total page 1056 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past two decades, statistical and other quantitative concepts, models and methods have been increasingly gaining importance and interest in all areas of linguistics and text analysis, as well as in a number of neighboring disciplines and areas of application. The term "quantitative linguistics" comprises all scientific and technical approaches which use such terms and methods in the analysis of or work with language(s), texts and other related subjects. The 71 articles in this handbook, written by internationally-recognized experts, offer a broad, up-to-date overview of the scientific-theoretical principles, the history, the diversity of the subject areas studied, the methods and models used, the results obtained thus far and their applications. The articles are divided up into thirteen chapters: the first chapter includes contributions on the basic principles and the history of the field, nine additional chapters are dedicated to individual descriptions of the levels of linguistic research (from phonology to pragmatics) as well as typological, diachronic and geolinguistic questions. The next two chapters include a description of important models, hypotheses and principles; selected areas of application; and references to neighboring disciplines. The last portion of the handbook is an informative contribution, with information about publication forums, bibliographies, major projects, Internet links, etc. This handbook is useful not only for researchers, teachers and students of all branches of linguistics and the philologies, but also for scientists in neighboring fields, whose theoretical and empirical research touches on linguistic questions (for instance, psychology and sociology), or for those who want to make use of the proven methods or results from quantitative linguistics in their own research.

Encyclopedia of the Sciences of Learning

Author : Norbert M. Seel
Publisher : Springer Science & Business Media
ISBN 13 : 1441914277
Total Pages : 3643 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Encyclopedia of the Sciences of Learning by : Norbert M. Seel

Download or read book Encyclopedia of the Sciences of Learning written by Norbert M. Seel and published by Springer Science & Business Media. This book was released on 2011-10-05 with total page 3643 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past century, educational psychologists and researchers have posited many theories to explain how individuals learn, i.e. how they acquire, organize and deploy knowledge and skills. The 20th century can be considered the century of psychology on learning and related fields of interest (such as motivation, cognition, metacognition etc.) and it is fascinating to see the various mainstreams of learning, remembered and forgotten over the 20th century and note that basic assumptions of early theories survived several paradigm shifts of psychology and epistemology. Beyond folk psychology and its naïve theories of learning, psychological learning theories can be grouped into some basic categories, such as behaviorist learning theories, connectionist learning theories, cognitive learning theories, constructivist learning theories, and social learning theories. Learning theories are not limited to psychology and related fields of interest but rather we can find the topic of learning in various disciplines, such as philosophy and epistemology, education, information science, biology, and – as a result of the emergence of computer technologies – especially also in the field of computer sciences and artificial intelligence. As a consequence, machine learning struck a chord in the 1980s and became an important field of the learning sciences in general. As the learning sciences became more specialized and complex, the various fields of interest were widely spread and separated from each other; as a consequence, even presently, there is no comprehensive overview of the sciences of learning or the central theoretical concepts and vocabulary on which researchers rely. The Encyclopedia of the Sciences of Learning provides an up-to-date, broad and authoritative coverage of the specific terms mostly used in the sciences of learning and its related fields, including relevant areas of instruction, pedagogy, cognitive sciences, and especially machine learning and knowledge engineering. This modern compendium will be an indispensable source of information for scientists, educators, engineers, and technical staff active in all fields of learning. More specifically, the Encyclopedia provides fast access to the most relevant theoretical terms provides up-to-date, broad and authoritative coverage of the most important theories within the various fields of the learning sciences and adjacent sciences and communication technologies; supplies clear and precise explanations of the theoretical terms, cross-references to related entries and up-to-date references to important research and publications. The Encyclopedia also contains biographical entries of individuals who have substantially contributed to the sciences of learning; the entries are written by a distinguished panel of researchers in the various fields of the learning sciences.