Intelligent Natural Language Processing Trends and Applications 1st Edition by Khaled Shaalan, Aboul Ella Hassanien, Fahmy Tolba ISBN 9783319670553 3319670557

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Product details:

ISBN 10:   3319670557

ISBN 13: 9783319670553

Author: Khaled Shaalan, Aboul Ella Hassanien, Fahmy Tolba

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.

Table of contents: 

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

2. Evaluation and Enrichment of Arabic Sentiment Analysis

3. Hotel Arabic-Reviews Dataset Construction for Sentiment Analysis Applications

4. Using Twitter to Monitor Political Sentiment for Arabic Slang

5. Estimating Time to Event of Future Events Based on Linguistic Cues on Twitter

6. Automatic Machine Translation for Arabic Tweets

7. Developing a Transfer-Based System for Arabic Dialects Translation

8. The Key Challenges for Arabic Machine Translation

9. Graph-Based Keyword Extraction

10. CasANER: Arabic Named Entity Recognition Tool

11. Semantic Relations Extraction and Ontology Learning from Arabic Texts—A Survey

12. A New Semantic Distance Measure for the VSM-Based Information Retrieval Systems

13. An Empirical Study of Documents Information Retrieval Using DWT

14. A Review of the State of the Art in Hindi Question Answering Systems

15. Machine Learning Implementations in Arabic Text Classification

16. Authorship and Time Attribution of Arabic Texts Using JGAAP

17. Automatic Text Classification Using Neural Network and Statistical Approaches

18. Using Text Mining Techniques for Extracting Information from Research Articles

19. Text Mining and Analytics: A Case Study from News Channels Posts on Facebook

20. A Survey of Arabic Text Mining

21. TALAA-ATSF: A Global Operation-Based Arabic Text Summarization Framework

22. Multi-document Summarizer

23. Features Extraction and On-line Recognition of Isolated Arabic Characters

24. A Call Center Agent Productivity Modeling Using Discriminative Approaches

25. Alserag: An Automatic Diacritization System for Arabic

26. Learning Context-Integration in a Dependency Parser for Natural Language

27. Fast, Accurate, Multilingual Semantic Relatedness Measurement Using Wikipedia Links

28. A Survey and Comparative Study of Arabic NLP Architectures

29. Arabic Corpus Linguistics: Major Progress, but Still a Long Way to Go

30. An Evaluation of the Morphological Analysis of Egyptian Arabic TreeBank

31. Building and Exploiting Domain-Specific Comparable Corpora for Statistical Machine Translation

32. A Cross-Cultural Corpus Study of the Use of Hedging Markers and Dogmatism in Postgraduate Writing of Native and Non-native Speakers of English

33. Intelligent Text Processing to Help Readers with Autism

34. Education and Knowledge Based Augmented Reality (AR)

35. A Tutorial on Information Retrieval Using Query Expansion

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Tags: Khaled Shaalan, Aboul Ella Hassanien, Fahmy Tolba, Intelligent Natural Language Processing, Trends, Applications