Point-of-Interest Recommendation in Location-Based Social Networks
Buch in deiner Nähe kaufen
Beschreibung
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.Provides a systematic literature review for the area of point-of-interest (POI) recommendation Introduces several state-of-the-art POI recommendation systems Analyzes the user check-in behavior based on real-world data
Autor*in
Shenglin Zhao
Themen in »Point-of-Interest Recommendation in Location-Based Social Networks«
Location-Based Services Point-Of-Interest Recommendation Spatio-Temporal Analysis User Modeling User Behavior Analysis Location-Based Social Networks Location Recommendation Geographical Recommender Systems LBSN Behavior Research User Mobility Recommendation Methods Mobile Information Processing Systems