Overview
- Covers recent research in Intelligent Information and Database Systems
- Carefully selected results of the 7th Asian Conference on Intelligent Information and Database Systems
- Written by experts in the field
Part of the book series: Studies in Computational Intelligence (SCI, volume 598)
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Table of contents (38 papers)
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Front Matter
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Advanced Machine Learning and Data Mining
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Front Matter
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Intelligent Computational Methods in Information Systems
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Front Matter
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Semantic Web, Social Networks and Recommendation Systems
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Front Matter
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Keywords
About this book
Intelligent information and database systems are two closely related subfields of modern computer science which have been known for over thirty years. They focus on the integration of artificial intelligence and classic database technologies to create the class of next generation information systems. The book focuses on new trends in intelligent information and database systems and discusses topics addressed to the foundations and principles of data, information, and knowledge models, methodologies for intelligent information and database systems analysis, design, and implementation, their validation, maintenance and evolution. They cover a broad spectrum of research topics discussed both from the practical and theoretical points of view such as: intelligent information retrieval, natural language processing, semantic web, social networks, machine learning, knowledge discovery, data mining, uncertainty management and reasoning under uncertainty, intelligent optimization techniques in information systems, security in databases systems, and multimedia data analysis. Intelligent information systems and their applications in business, medicine and industry, database systems applications, and intelligent internet systems are also presented and discussed in the book.
The book consists of 38 chapters based on original works presented during the 7th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2015) held on 23–25 March 2015 in Bali, Indonesia. The book is divided into six parts related to Advanced Machine Learning and Data Mining, Intelligent Computational Methods in Information Systems, Semantic Web, Social Networks and Recommendation Systems, Cloud Computing and Intelligent Internet Systems, Knowledge and Language Processing, and Intelligent Information and Database Systems: Applications.
Editors and Affiliations
Bibliographic Information
Book Title: New Trends in Intelligent Information and Database Systems
Editors: Dariusz Barbucha, Ngoc Thanh Nguyen, John Batubara
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-319-16211-9
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Hardcover ISBN: 978-3-319-16210-2Published: 31 March 2015
Softcover ISBN: 978-3-319-36850-4Published: 06 October 2016
eBook ISBN: 978-3-319-16211-9Published: 22 March 2015
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: X, 382
Number of Illustrations: 163 b/w illustrations