Spreading Activation, Lexical Priming and the Semantic Web

Released on by Michael Pace-Sigge
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  • Spreading Activation, Lexical Priming and the Semantic Web Book Detail

  • Author : Michael Pace-Sigge
  • Release Date : 2018-06-04
  • Publisher : Springer
  • Genre : Language Arts & Disciplines
  • Pages : 145
  • ISBN 13 : 3319907190
  • File Size : 39,39 MB
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Spreading Activation, Lexical Priming and the Semantic Web by Michael Pace-Sigge PDF Summary

Book Description: This book explores the interconnections between linguistics and Artificial Intelligence (AI) research, their mutually influential theories and developments, and the areas where these two groups can still learn from each other. It begins with a brief history of artificial intelligence theories focusing on figures including Alan Turing and M. Ross Quillian and the key concepts of priming, spread-activation and the semantic web. The author details the origins of the theory of lexical priming in early AI research and how it can be used to explain structures of language that corpus linguists have uncovered. He explores how the idea of mirroring the mind’s language processing has been adopted to create machines that can be taught to listen and understand human speech in a way that goes beyond a fixed set of commands. In doing so, he reveals how the latest research into the semantic web and Natural Language Processing has developed from its early roots. The book moves on to describe how the technology has evolved with the adoption of inference concepts, probabilistic grammar models, and deep neural networks in order to fine-tune the latest language-processing and translation tools. This engaging book offers thought-provoking insights to corpus linguists, computational linguists and those working in AI and NLP.

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Semantic priming - the improvement in speed or accuracy to respond to a word when it is preceded by a semantically related word - is addressed in this volume, w

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This book constitutes the thoroughly refereed proceedings of the 8th Joint International Semantic Technology Conference, JIST 2018, held in Awaji, Japan, in Nov