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Moving Objects Management: Models, Techniques and Applications

✍ Scribed by Prof. Xiaofeng Meng, Dr. Jidong Chen (auth.)


Publisher
Springer Berlin Heidelberg
Year
2010
Tongue
English
Leaves
199
Edition
Jointly published with Tsinghua University Press2010
Category
Library

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✦ Synopsis


The continued advances in wireless communication and positioning technologies such as GPS have made new data management applications possible, such as location-based services (LBS) that store and manage the continuously changing positions of moving objects. "Moving Objects Management - Models, Techniques and Applications" focuses on moving objects management, from the location management perspective to the exploration of how the continually changing locations affect the traditional database and data mining technology. Specifically, the book describes the topics of moving objects modeling and location updating, indexing and querying, clustering, location uncertainty and privacy issues, as well as their application to intelligent transportation systems. This book is intended for developers of database management systems and mobile applications, research scientists and advanced-level students in computer science and geography. Dr. Xiaofeng Meng is a professor at the School of Information, Renmin University of China; Dr. Jidong Chen is a senior research scientist at EMC Research China, one of the research groups of the EMC Corporation.

✦ Table of Contents


Front Matter....Pages i-xii
Front Matter....Pages 1-2
Introduction....Pages 3-11
Moving Objects Modeling....Pages 13-23
Moving Objects Updating....Pages 25-33
Moving Objects Indexing....Pages 35-65
Front Matter....Pages 67-68
Moving Objects Basic Querying....Pages 69-80
Moving Objects Advanced Querying....Pages 81-104
Trajectory Prediction of Moving Objects....Pages 105-112
Uncertainty of Moving Objects....Pages 113-124
Front Matter....Pages 125-126
Dynamic Transportation Navigation....Pages 127-135
Dynamic Transportation Networks....Pages 137-150
Clustering Analysis of Moving Objects....Pages 151-171
Location Privacy....Pages 173-186
Back Matter....Pages 187-190

✦ Subjects


Database Management; Data Mining and Knowledge Discovery; Information Systems and Communication Service; Geographical Information Systems/Cartography


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