New Trends in Intelligent Information and Database Systems

ISBN-13: 9783319162102 / Angielski / Twarda / 2015 / 382 str.

Dariusz Barbucha; Ngoc Thanh Nguyen; John Batubara

Opis

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.

Spis treści

Part I: Advanced Machine Learning and Data Mining.- Part II: Intelligent Computational Methods in Information Systems.- Part III: Semantic Web, Social Networks and Recommendation Systems.- Part IV: Cloud Computing and Intelligent Internet Systems.- Part V: Knowledge and Language Processing.- Part VI: Intelligent Information and Database Systems: Applications.