Computing with Spatial Trajectories

Established: November 16, 2011

Editor: Yu ZhengXiaofang Zhou

Foreword by Jiawei Han

Editorial board: Ralf Hartmut Güting, Hans-Peter Kriegel, Hanan Samet

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With the rapid development of wireless communication and mobile computing technologies and global positioning and navigational systems, spatial trajectory data has been mounting up, calling for systematic research and development of new computing technologies for storage, preprocessing, retrieving, and mining of trajectory data and exploring its broad applications. Thus, computing with spatial trajectories becomes an increasingly important research theme.

We chose 17 active researchers in the field of computing with spatial trajectories to contribute chapters to this book in their areas of expertise. These chapters are organized according to the paradigm of “trajectory preprocessing (prior databases)–> trajectory indexing and retrieval (in databases) –> advanced topics (above databases),” as illustrated in the following Figure.

Specifically, the book gradually introduces the concepts and technologies for solving the problems that newcomers will be faced with when exploring this field, starting from the preprocessing and managing of spatial trajectories, then to mining uncertainty, privacy, and patterns of trajectories, and finally ending with some advanced applications based on spatial trajectories including activity recognition, driving, and location-based social networks.

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    Yu Zheng, Microsoft Research Asia

    Xiaofang Zhou, University of Queensland, Brisbane, Australia

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    Wang-Chien Lee, The Pennsylvania State University, USA

    John Krumm, Microsoft Research, Redmond, WA, USA

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    Ke Deng, Kexin Xie, Kevin Zheng and Xiaofang Zhou

    University of Queensland, Brisbane, Australia

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    Goce Trajcevski, Northwestern University, USA

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    Chi-Yin Chow, City University of Hong Kong, China

    Mohamed F. Mokbel, University of Minnesota, USA

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    Hoyoung Jeung, Ecole Polytechnique F´ed´erale de Lausanne, Switzerland

    Man Lung Yiu, Department of Computing, Hong Kong Polytechnic University, Hong Kong

    Christian S. Jensen, Department of Computer Science, Aarhus University, Denmark

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    Yin Zhu, Vincent Wenchen Zheng, Qiang Yang

    Hong Kong University of Science and Technology, China

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    John Krumm, Microsoft Research, Redmond, WA, USA

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    Yu Zheng, Microsoft Research Asia, China

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    Yu Zheng, Xing Xie, Microsoft Research Asia, China