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  • © 2018

Intelligent Natural Language Processing: Trends and Applications

  • Presents state-of-the-art research on natural language processing, computational linguistics, applied Arabic linguistics, and related areas
  • Highlights emerging trends in natural language processing systems, such as big data analysis, social network analysis, the Internet of Things, smart services, mobile computing, and computer games
  • Written by respected experts in the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 740)

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Table of contents (35 chapters)

  1. Text Classification

    1. Machine Learning Implementations in Arabic Text Classification

      • Mohammed Elarnaoty, Ali Farghaly
      Pages 295-324
    2. Authorship and Time Attribution of Arabic Texts Using JGAAP

      • Patrick Juola, Jiří Milička, Petr Zemánek
      Pages 325-349
  2. Text Mining

    1. Front Matter

      Pages 371-371
    2. Using Text Mining Techniques for Extracting Information from Research Articles

      • Said A. Salloum, Mostafa Al-Emran, Azza Abdel Monem, Khaled Shaalan
      Pages 373-397
    3. Text Mining and Analytics: A Case Study from News Channels Posts on Facebook

      • Chaker Mhamdi, Mostafa Al-Emran, Said A. Salloum
      Pages 399-415
    4. A Survey of Arabic Text Mining

      • Said A. Salloum, Ahmad Qasim AlHamad, Mostafa Al-Emran, Khaled Shaalan
      Pages 417-431
  3. Text Summarization

    1. Front Matter

      Pages 433-433
    2. Multi-document Summarizer

      • Hazem Bakkar, Asma Al-Hamad, Mohammed Bakar
      Pages 461-478
  4. Character and Speech Recognition

    1. Front Matter

      Pages 479-479
    2. Features Extraction and On-line Recognition of Isolated Arabic Characters

      • Benbakreti Samir, Boukelif Aoued
      Pages 481-500
    3. A Call Center Agent Productivity Modeling Using Discriminative Approaches

      • Abdelrahman Ahmed, Yasser Hifny, Sergio Toral, Khaled Shaalan
      Pages 501-520
  5. Morphological, Syntactic, and Semantic Processing

    1. Front Matter

      Pages 521-521
    2. Learning Context-Integration in a Dependency Parser for Natural Language

      • Amr Rekaby Salama, Wolfgang Menzel
      Pages 545-569
    3. Fast, Accurate, Multilingual Semantic Relatedness Measurement Using Wikipedia Links

      • Dante Degl’Innocenti, Dario De Nart, M. Helmy, C. Tasso
      Pages 571-584
    4. A Survey and Comparative Study of Arabic NLP Architectures

      • Younes Jaafar, Karim Bouzoubaa
      Pages 585-610
  6. Building and Evaluating Linguistic Resources

    1. Front Matter

      Pages 611-611
    2. Arabic Corpus Linguistics: Major Progress, but Still a Long Way to Go

      • Imad Zeroual, Abdelhak Lakhouaja
      Pages 613-636

About this book

This book brings together scientists, researchers, practitioners, and students from academia and industry to present recent and ongoing research activities concerning the latest advances, techniques, and applications of natural language processing systems, and to promote the exchange of new ideas and lessons learned.

Taken together, the chapters of this book provide a collection of high-quality research works that address broad challenges in both theoretical and applied aspects of intelligent natural language processing. The book presents the state-of-the-art in research on natural language processing, computational linguistics, applied Arabic linguistics and related areas.

New trends in natural language processing systems are rapidly emerging – and finding application in various domains including education, travel and tourism, and healthcare, among others. Many issues encountered during the development of these applications can be resolved by incorporating language

technology solutions.

The topics covered by the book include: Character and Speech Recognition; Morphological, Syntactic, and Semantic Processing; Information Extraction; Information Retrieval and Question Answering; Text Classification and Text Mining; Text Summarization; Sentiment Analysis; Machine Translation Building and Evaluating Linguistic Resources; and Intelligent Language Tutoring Systems.

Editors and Affiliations

  • The British University in Dubai, Dubai, United Arab Emirates

    Khaled Shaalan

  • Faculty of Computers and Information Technology, Cairo University, Giza, Egypt

    Aboul Ella Hassanien

  • Faculty of Computers and Information, Ain Shams University, Cairo, Egypt

    Fahmy Tolba

Bibliographic Information

Buy it now

Buying options

eBook USD 229.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 299.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 299.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access