Overview
- Provides a single-source introduction to the applications of soft computing techniques for various web-based problems
- Presents new applications such as Soft-computing-based Recommender Systems, Online Document Summarization, the Internet of Things and Web Security Applications
- Sheds new light on emerging soft computing techniques
- Pursues a systematic approach and provides a comprehensive overview of recent advances in web applications of soft computing
- Collects 14 structured chapters, each of which can be read independently of others
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Table of contents (16 chapters)
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Front Matter
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Soft Computing Based Recommender Systems
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Soft Computing Based Online Documents Summarization
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Soft Computing Based Web Data Extraction
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Soft Computing Based Question Answering Systems
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Soft Computing Based Online Health Care Systems
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Soft Computing Based Online Documents Clustering
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Soft Computing Based Web Security Applications
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Soft Computing Based Online Market Intelligence
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Keywords
About this book
This book discusses the applications of different soft computing techniques for the web-based systems and services. The respective chapters highlight recent developments in the field of soft computing applications, from web-based information retrieval to online marketing and online healthcare. In each chapter author endeavor to explain the basic ideas behind the proposed applications in an accessible format for readers who may not possess a background in these fields.
This carefully edited book covers a wide range of new applications of soft computing techniques in Web recommender systems, Online documents classification, Online documents summarization, Online document clustering, Online market intelligence, Web usage profiling, Web data extraction, Social network extraction, Question answering systems, Online health care, Web knowledge management, Multimedia information retrieval, Navigation guides, User profiles extraction, Web-based distributed information systems, Web security applications, Internet of Things Applications and so on.
The book is aimed for researchers and practitioner who are engaged in developing and applying intelligent systems principles for solving real-life problems. Further, it has been structured so that each chapter can be read independently of the others.
Editors and Affiliations
About the editors
Rashid Ali obtained his B.Tech. and M.Tech. degrees from Aligarh Muslim University, India in 1999 and 2001, respectively. He went on to acquire his Ph.D. in Computer Engineering from the same university in 2010 and is currently working as an Associate Professor at the Department of Computer Engineering, Aligarh Muslim University, India. He has authored 8 book chapters and over 100 papers in various international journals and international conference proceedings of repute. His research interests include Web-Searching, Web-Mining and Soft Computing Techniques.
Prof. M. M. Sufyan Beg
Prof. M. M. Sufyan Beg holds a B.Tech. from Aligarh Muslim University, M.Tech. from the Indian Institute of Technology Kanpur (IIT Kanpur), India and a Ph.D. from the Indian Institute of Technology Delhi (IIT Delhi), India. Currently he is a Professor at the Department of ComputerEngineering, Aligarh Muslim University, India. He has also visited the University of California at Berkeley as a BT Fellow. Prof. Beg has published 16 book chapters and over 115 papers. He has served as a reviewer and on the editorial board of many prominent journals. His current research interests are in the areas of Soft Computing, Question Answering Systems, Web Mining and Searching.
Bibliographic Information
Book Title: Applications of Soft Computing for the Web
Editors: Rashid Ali, MM Sufyan Beg
DOI: https://doi.org/10.1007/978-981-10-7098-3
Publisher: Springer Singapore
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Singapore Pte Ltd. 2017
Hardcover ISBN: 978-981-10-7097-6Published: 18 January 2018
Softcover ISBN: 978-981-13-4994-2Published: 11 December 2018
eBook ISBN: 978-981-10-7098-3Published: 08 January 2018
Edition Number: 1
Number of Pages: XVIII, 288
Number of Illustrations: 23 b/w illustrations, 62 illustrations in colour
Topics: Special Purpose and Application-Based Systems, Data Mining and Knowledge Discovery, Information Storage and Retrieval, Information Systems Applications (incl. Internet), e-Business/e-Commerce, Computer Applications