Point-Of-Interest Recommendation in Location-Based Social Networks
Language: English
Published by SPRINGER NATURE Jul 2018, 2018
Series: Book 267 of 322 - SpringerBriefs in Computer Science
- Softcover
- New
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.
AbeBooks seller since January 11, 2012
Condition: New
£ 45.96
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Add to basketItem description from seller
This item is printed on demand - it takes 3-4 days longer - Neuware -This book systematically introduces Point-of-interest (POI) recommendations in Location-based Social Networks (LBSNs). Starting with a review of the advances in this area, the book then analyzes user mobility in LBSNs from geographical and temporal perspectives. Further, it demonstrates how to build a state-of-the-art POI recommendation system by incorporating the user behavior analysis. Lastly, the book discusses future research directions in this area.This book is intended for professionals involved in POI recommendation and graduate students working on problems related to location-based services. It is assumed that readers have a basic knowledge of mathematics, as well as some background in recommendation systems. 101 pp. Englisch.
Seller Inventory # 9789811313486
- Title
- Point-Of-Interest Recommendation in Location-Based Social Networks
- Author
- Shenglin Zhao
- Publisher
- SPRINGER NATURE Jul 2018
- Publication year
- 2018
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 9811313482
- ISBN 13
- 9789811313486
- Item weight
- 191 grams
- Dimensions
- 233x156x12 mm
- Series
- Book 267 of 322: SpringerBriefs in Computer Science
This book systematically introduces Point-of-interest (POI) recommendations in Location-based Social Networks (LBSNs). Starting with a review of the advances in this area, the book then analyzes user mobility in LBSNs from geographical and temporal perspectives. Further, it demonstrates how to build a state-of-the-art POI recommendation system by incorporating the user behavior analysis. Lastly, the book discusses future research directions in this area.
This book is intended for professionals involved in POI recommendation and graduate students working on problems related to location-based services. It is assumed that readers have a basic knowledge of mathematics, as well as some background in recommendation systems."Synopsis" may belong to another edition of this title.
About the Author
Dr. Shenglin Zhao is currently a senior researcher at Youtu Lab in Tencent, and was recently awarded a Ph.D. by the Chinese University of Hong Kong. He is an expert in the area of recommendation systems, especially for POI recommendation. In this area, he has published several journal and conference papers, such as “Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation” (ICONIP 17, Best Paper Runner-up), “Geo-teaser: Geo-temporal sequential embedding rank for point-of-interest recommendation”(WWW17), and “STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation” (AAAI 16).
Dr. Michael R. Lyu is currently a Professor and the Chairman of the Department of Computer Science and Engineering at the Chinese University of Hong Kong. He was elected IEEE Fellow in 2004, AAAS Fellow in 2007, and ACM Fellow in 2015. His research interests include software engineering, dependable computing, distributed systems, cloud computing, mobile networking, big data, and machine learning. He has published over 480 refereed journal and conference papers.
Dr. Irwin King is Associate Dean (Education) at the Faculty of Engineering and a Professor at the Department of Computer Science and Engineering, the Chinese University of Hong Kong. His research interests include machine learning, social computing, web intelligence, data mining, and multimedia information processing. In these areas, he has published over 210 technical papers in various journals (JMLR, ACM TOIS, IEEE TNN, Neurocomputing, NN, IEEE BME, PR, IEEE SMC, JAMC, JASIST, IJPRAI, DSS, etc.) and conferences (NIPS, IJCAI, CIKM, SIGIR, KDD, PAKDD, ICDM, WWW, WI/IAT, WCCI, IJCNN, ICONIP, ICDAR.). In addition, he has contributed over 30 book chapters to edited volumes.
"About the title" may belong to another edition of this title.
BuchWeltWeit Ludwig Meier e.K.
Bergisch Gladbach, Germany
AbeBooks seller since January 11, 2012
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