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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. Front Matter

    Pages i-x
  2. Sentiment Analysis

    1. Front Matter

      Pages 1-1
    2. Using Deep Neural Networks for Extracting Sentiment Targets in Arabic Tweets

      • Ayman El-Kilany, Amr Azzam, Samhaa R. El-Beltagy
      Pages 3-15
    3. Evaluation and Enrichment of Arabic Sentiment Analysis

      • Sanjeera Siddiqui, Azza Abdel Monem, Khaled Shaalan
      Pages 17-34
    4. Hotel Arabic-Reviews Dataset Construction for Sentiment Analysis Applications

      • Ashraf Elnagar, Yasmin S. Khalifa, Anas Einea
      Pages 35-52
    5. Using Twitter to Monitor Political Sentiment for Arabic Slang

      • Amal Mahmoud, Tarek Elghazaly
      Pages 53-66
    6. Estimating Time to Event of Future Events Based on Linguistic Cues on Twitter

      • Ali Hürriyetoǧlu, Nelleke Oostdijk, Antal van den Bosch
      Pages 67-97
  3. Machine Translation

    1. Front Matter

      Pages 99-99
    2. Automatic Machine Translation for Arabic Tweets

      • Fatma Mallek, Ngoc Tan Le, Fatiha Sadat
      Pages 101-119
    3. Developing a Transfer-Based System for Arabic Dialects Translation

      • Salwa Hamada, Reham M. Marzouk
      Pages 121-138
    4. The Key Challenges for Arabic Machine Translation

      • Manar Alkhatib, Khaled Shaalan
      Pages 139-156
  4. Information Extraction

    1. Front Matter

      Pages 157-157
    2. Graph-Based Keyword Extraction

      • Omar Alqaryouti, Hassan Khwileh, Tarek Farouk, Ahmed Nabhan, Khaled Shaalan
      Pages 159-172
    3. CasANER: Arabic Named Entity Recognition Tool

      • Fatma Ben Mesmia, Kais Haddar, Nathalie Friburger, Denis Maurel
      Pages 173-198
    4. Semantic Relations Extraction and Ontology Learning from Arabic Texts—A Survey

      • Aya M. Al-Zoghby, Aya Elshiwi, Ahmed Atwan
      Pages 199-225
  5. Information Retrieval and Question Answering

    1. Front Matter

      Pages 227-227
    2. An Empirical Study of Documents Information Retrieval Using DWT

      • Mohamed Yehia Dahab, Mahmoud Kamel, Sara Alnofaie
      Pages 251-264
    3. A Review of the State of the Art in Hindi Question Answering Systems

      • Santosh Kumar Ray, Amir Ahmad, Khaled Shaalan
      Pages 265-292
  6. Text Classification

    1. Front Matter

      Pages 293-293

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

  • Book Title: Intelligent Natural Language Processing: Trends and Applications

  • Editors: Khaled Shaalan, Aboul Ella Hassanien, Fahmy Tolba

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-319-67056-0

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2018

  • Hardcover ISBN: 978-3-319-67055-3Published: 29 November 2017

  • Softcover ISBN: 978-3-319-88371-7Published: 01 September 2018

  • eBook ISBN: 978-3-319-67056-0Published: 17 November 2017

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: X, 776

  • Number of Illustrations: 73 b/w illustrations, 142 illustrations in colour

  • Topics: Computational Intelligence, Natural Language Processing (NLP), Computational Linguistics, Big Data

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