Studies in Computational Intelligence

Recent Advances in NLP: The Case of Arabic Language

Editors: Abd El Aziz, M., Al-qaness, M.A.A., Ewees, A.A., Dahou, A. (Eds.)

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  • Focuses on developing and improving deep learning methods and architectures using metaheuristic algorithms (MA) for Arabic NLP tasks
     
    Presents a compendium of recent computational methods and techniques to address the problems of various Arabic NLP tasks
     
    Discusses recent advances in nature language processing, focusing on Arabic language

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eBook $109.00
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  • ISBN 978-3-030-34614-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
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Hardcover $149.99
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  • ISBN 978-3-030-34613-3
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  • Usually dispatched within 3 to 5 business days.
About this book

In light of the rapid rise of new trends and applications in various natural language processing tasks, this book presents high-quality research in the field. Each chapter addresses a common challenge in a theoretical or applied aspect of intelligent natural language processing related to Arabic language. Many challenges encountered during the development of the solutions can be resolved by incorporating language technology and artificial intelligence.

The topics covered include machine translation; speech recognition; morphological, syntactic, and semantic processing; information retrieval; text classification; text summarization; sentiment analysis; ontology construction; Arabizi translation; Arabic dialects; Arabic lemmatization; and building and evaluating linguistic resources.

This book is a valuable reference for scientists, researchers, and students from academia and industry interested in computational linguistics and artificial intelligence, especially for Arabic linguistics and related areas.

Table of contents (10 chapters)

Table of contents (10 chapters)
  • Text Summarization: A Brief Review

    Pages 1-15

    Abualigah, Laith (et al.)

  • Single Arabic Document Summarization Using Natural Language Processing Technique

    Pages 17-37

    Bialy, Asmaa A. (et al.)

  • A Proposed Natural Language Processing Preprocessing Procedures for Enhancing Arabic Text Summarization

    Pages 39-57

    Elbarougy, Reda (et al.)

  • Effects of Light Stemming on Feature Extraction and Selection for Arabic Documents Classification

    Pages 59-79

    Alhaj, Yousif A. (et al.)

  • Improving Arabic Lemmatization Through a Lemmas Database and a Machine-Learning Technique

    Pages 81-100

    Namly, Driss (et al.)

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-030-34614-0
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $149.99
price for USA in USD
  • ISBN 978-3-030-34613-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Recent Advances in NLP: The Case of Arabic Language
Editors
  • Mohamed Abd El Aziz
  • Mohammed A. A. Al-qaness
  • Ahmed A. Ewees
  • Abdelghani Dahou
Series Title
Studies in Computational Intelligence
Series Volume
874
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-34614-0
DOI
10.1007/978-3-030-34614-0
Hardcover ISBN
978-3-030-34613-3
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XIV, 209
Topics