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Intelligent Natural Language Processing: Trends and Applications

  • Khaled Shaalan
  • Aboul Ella Hassanien
  • Fahmy Tolba

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

Table of contents

  1. Front Matter
    Pages i-x
  2. Sentiment Analysis

    1. Front Matter
      Pages 1-1
    2. Ayman El-Kilany, Amr Azzam, Samhaa R. El-Beltagy
      Pages 3-15
    3. Sanjeera Siddiqui, Azza Abdel Monem, Khaled Shaalan
      Pages 17-34
    4. Ashraf Elnagar, Yasmin S. Khalifa, Anas Einea
      Pages 35-52
    5. Amal Mahmoud, Tarek Elghazaly
      Pages 53-66
    6. Ali Hürriyetoǧlu, Nelleke Oostdijk, Antal van den Bosch
      Pages 67-97
  3. Machine Translation

    1. Front Matter
      Pages 99-99
    2. Fatma Mallek, Ngoc Tan Le, Fatiha Sadat
      Pages 101-119
    3. Salwa Hamada, Reham M. Marzouk
      Pages 121-138
    4. Manar Alkhatib, Khaled Shaalan
      Pages 139-156
  4. Information Extraction

    1. Front Matter
      Pages 157-157
    2. Omar Alqaryouti, Hassan Khwileh, Tarek Farouk, Ahmed Nabhan, Khaled Shaalan
      Pages 159-172
    3. Fatma Ben Mesmia, Kais Haddar, Nathalie Friburger, Denis Maurel
      Pages 173-198
    4. Aya M. Al-Zoghby, Aya Elshiwi, Ahmed Atwan
      Pages 199-225
  5. Information Retrieval and Question Answering

    1. Front Matter
      Pages 227-227
    2. Mohamed Yehia Dahab, Mahmoud Kamel, Sara Alnofaie
      Pages 251-264
    3. Santosh Kumar Ray, Amir Ahmad, Khaled Shaalan
      Pages 265-292
  6. Text Classification

    1. Front Matter
      Pages 293-293
    2. Mohammed Elarnaoty, Ali Farghaly
      Pages 295-324
    3. Patrick Juola, Jiří Milička, Petr Zemánek
      Pages 325-349
  7. Text Mining

    1. Front Matter
      Pages 371-371
    2. Said A. Salloum, Mostafa Al-Emran, Azza Abdel Monem, Khaled Shaalan
      Pages 373-397
    3. Chaker Mhamdi, Mostafa Al-Emran, Said A. Salloum
      Pages 399-415
    4. Said A. Salloum, Ahmad Qasim AlHamad, Mostafa Al-Emran, Khaled Shaalan
      Pages 417-431
  8. Text Summarization

    1. Front Matter
      Pages 433-433
    2. Hazem Bakkar, Asma Al-Hamad, Mohammed Bakar
      Pages 461-478
  9. Character and Speech Recognition

    1. Front Matter
      Pages 479-479
    2. Benbakreti Samir, Boukelif Aoued
      Pages 481-500
    3. Abdelrahman Ahmed, Yasser Hifny, Sergio Toral, Khaled Shaalan
      Pages 501-520
  10. Morphological, Syntactic, and Semantic Processing

    1. Front Matter
      Pages 521-521
    2. Amr Rekaby Salama, Wolfgang Menzel
      Pages 545-569
    3. Dante Degl’Innocenti, Dario De Nart, M. Helmy, C. Tasso
      Pages 571-584
    4. Younes Jaafar, Karim Bouzoubaa
      Pages 585-610
  11. Building and Evaluating Linguistic Resources

  12. E-learning

    1. Front Matter
      Pages 711-711
    2. Constantin Orăsan, Richard Evans, Ruslan Mitkov
      Pages 713-740
    3. Mohamed Yehia Dahab, Sara Alnofaie, Mahmoud Kamel
      Pages 761-776

About this book

Introduction

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.

Keywords

Big Data Natural Language Processing NLP Computational Linguistics Computational Intelligence

Editors and affiliations

  • Khaled Shaalan
    • 1
  • Aboul Ella Hassanien
    • 2
  • Fahmy Tolba
    • 3
  1. 1.The British University in DubaiDubaiUnited Arab Emirates
  2. 2.Faculty of Computers and Information TechnologyCairo UniversityGizaEgypt
  3. 3.Faculty of Computers and InformationAin Shams UniversityCairoEgypt

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-67056-0
  • Copyright Information Springer International Publishing AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-67055-3
  • Online ISBN 978-3-319-67056-0
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • Buy this book on publisher's site