Web-Age Information Management First International Conference, WAIM 2000 Shanghai, China, June 21-23, 2000 Proceedings (Lecture Notes in Computer Science) by HongjunLu, AoyingZhou Paperback, 460 Pages, Published 2000 by Springer ISBN-13: 978-3-540-67627-0, ISBN: 3-540-67627-9
"Database research and development has been remarkably successful over the past three decades. Now the field is facing new challenges posted by the rapid advances of technology, especially the penetration of the Web and Internet into everyone's daily life. The economical and financial environment where database systems are used has been changing dramatically. In addition to being able to efficiently manage a l ..."
Lecture Notes in Computer Science Ser.(1st Edition) Web-Age Information Management : First International Conference, WAIM 2000 Shanghai, China, June 21-23, 2000 Proceedings by HongjunLu, AoyingZhou Digital, 464 Pages, Published 2003 by Springer ISBN-13: 978-3-540-45151-8, ISBN: 3-540-45151-X
"This book constitutes the refereed proceedings of the First International Conference on Web-Age Information Management, WAIM 2000, held in Shanghai, China, in June 2000.The 27 revised full papers and 14 short papers presented together with 2 invited talks were carefully reviewed and selected from numerous submissions. The book is organized in sections on XML: queries and DTD, object-orientation: modeling and implementation, association ..."
"This illustrative compendium analyzes the load balancing problem in distributed stream processing systems and explores a set of high-performance real-time processing scheme based on key-based balancing strategy, join-matrix model and fault tolerance mechanisms. The volume succinctly provides the theoretical support for the proposed techniques. Through a rich set of experiments and comparisons with the other state-of-the-art techniques u ..."
"This illustrative compendium analyzes the load balancing problem in distributed stream processing systems and explores a set of high-performance real-time processing scheme based on key-based balancing strategy, join-matrix model and fault ..."
"This unique compendium provides a novel research on how time influences the conversions of advertising and product recommendation in E-commerce. It proposes time-aware conversion prediction models to solve the problem — what products should be recommended for a given period to maximize conversion? The volume also presents a series of researches on how to build data-driven attribution models to allocate the time-sensitive contribution of ..."
"Transaction processing is fundamental for many modern applications. These applications require the backend transaction processing engines to be available at all times as well as provide a massive horizontal scale for intensive transaction requests.Concurrency control and Recovery features recent progress in research in online transaction processing and showcases the authors' recent research results on a highly scalable OLTP system. Its ..."
"This book comprehensively illustrates quality-ware scheduling in key-value stores. In addition, it provides scheduling strategies and a prototype framework of quality-aware scheduler as well as a demonstration of online applications. The book offers a rich blend of theory and practice which is suitable for students, researchers and practitioners interested in distributed systems, NoSQL key-value stores and scheduling."
"Data uncertainty widely exists in many applications, and an uncertain data stream is a series of uncertain tuples that arrive rapidly. However, traditional techniques for deterministic data streams cannot be applied to deal with data uncertainty directly due to the exponential growth of possible solution space.This book provides a comprehensive overview of the authors' work on querying and mining uncertain data streams. Its contents inc ..."
"This book provides a comprehensive introduction on opinion analysis for online reviews. It offers the newest research on opinion mining, including theories, algorithms and datasets. A new feature presentation method is highlighted for sentiment classification. Then, a three-phase framework for sentiment classification is proposed, where a set of sentiment classifiers are selected automatically to make predictions. Such predictions are i ..."
"This book presents the recent achievements on the processing of representative user generated content (UGC) on E-commerce websites. This large size of UGC is valuable information for data mining to help customer/object profiling. It provides a comprehensive overview on the concept of customer credibility, object-oriented review summarization technology and content-based collaborative filtering algorithm. It covers a feedback mechanism w ..."
"This book presents the recent achievements on the processing of representative user generated content (Ugc) on E-commerce websites. This large size of Ugc is valuable information for data mining to help customer/object profiling. It provides a comprehensive overview on the concept of customer credibility, object-oriented review summarization technology and content-based collaborative filtering algorithm. It covers a feedback mechanism w ..."
"This book provides a comprehensive introduction on opinion analysis for online reviews. It offers the newest research on opinion mining, including theories, algorithms and datasets. A new feature presentation method is highlighted for sentiment classification. Then, a three-phase framework for sentiment classification is proposed, where a set of sentiment classifiers are selected automatically to make predictions. Such predictions are i ..."
"Data uncertainty widely exists in many applications, and an uncertain data stream is a series of uncertain tuples that arrive rapidly. However, traditional techniques for deterministic data streams cannot be applied to deal with data uncertainty directly due to the exponential growth of possible solution space. This book provides a comprehensive overview of the authors' work on querying and mining uncertain data streams. Its contents in ..."
"Lin Yuming, Wang Xiaoling, Zhou Aoying. The dictionary-based methods are
easy to implement, but they depend on the quality and quantity of seed words. At
the same time, the prediction accuracy is limited due to the polysemy. To reduce
the influence of polysemous words, some researchers used glosses in WordNet
to support word's sentiment identification [Andreevskaia and Bergler (2006); Su
and Markert (2009); Esuli and Sebastiani (20 ..."
"Recommendation. So far, there are two major approaches to produce
recommendations [Rajaraman and Ullman (2012)]: content-based filtering and
collaborative filtering. They typically rely on analyzing users' past rating behavior
to make predictions on new items for a user, in which unstructured review text is
not utilized. However, the sheer review text contains abundantinformation about
users'opinions and preferences, which are valu ..."
"... Liqiao Chen (Professor, School of Life Sciences, East China Normal University
) Liangjun Da (Professor, Department of Environmental Science, East China
Normal University) Pingxing Ding (Zijiang Chair Professor, State Key Laboratory
of Estuarine and Coastal Research, East China Normal University) Chungang
Duan (Zijiang Chair Professor, Director of the Key Laboratory of Polar Materials
and Devices, East China Normal University) Fa ..."