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Point-of-Interest Recommendation in Location-Based Social Networks / by Shenglin Zhao, Michael R. Lyu, Irwin King.
- Format:
- Book
- Author/Creator:
- Zhao, Shenglin, author.
- Lyu, Michael R., author.
- King, Irwin, 1961- author.
- Series:
- Computer Science (Springer-11645)
- SpringerBriefs in computer science 2191-5768
- SpringerBriefs in Computer Science, 2191-5768
- Language:
- English
- Subjects (All):
- Data mining.
- Application software.
- Multimedia systems.
- Artificial intelligence.
- Geographic information systems.
- Data Mining and Knowledge Discovery.
- Information Systems Applications (incl. Internet).
- Multimedia Information Systems.
- Artificial Intelligence.
- Geographical Information Systems/Cartography.
- Local Subjects:
- Data Mining and Knowledge Discovery.
- Information Systems Applications (incl. Internet).
- Multimedia Information Systems.
- Artificial Intelligence.
- Geographical Information Systems/Cartography.
- Physical Description:
- 1 online resource (IX, 101 pages) : 38 illustrations.
- Edition:
- First edition 2018.
- Contained In:
- Springer eBooks
- Place of Publication:
- Singapore : Springer Singapore : Imprint: Springer, 2018.
- System Details:
- text file PDF
- Summary:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-981-13-1349-3
- 9789811313493
- 9789811313486
- 9789811313509
- Access Restriction:
- Restricted for use by site license.
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