03527nam 22006495 450 991029930410332120200706041124.0981-13-1349-0978-981-13-1349-310.1007/978-981-13-1349-3(CKB)4100000005248554(DE-He213)978-981-13-1349-3(MiAaPQ)EBC5452798(PPN)229499589(EXLCZ)99410000000524855420180713d2018 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierPoint-of-Interest Recommendation in Location-Based Social Networks /by Shenglin Zhao, Michael R. Lyu, Irwin King1st ed. 2018.Singapore :Springer Singapore :Imprint: Springer,2018.1 online resource (IX, 101 p. 38 illus.) SpringerBriefs in Computer Science,2191-5768981-13-1348-2 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.SpringerBriefs in Computer Science,2191-5768Data miningApplication softwareMultimedia information systemsArtificial intelligenceGeographical information systemsData Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Information Systems Applications (incl. Internet)https://scigraph.springernature.com/ontologies/product-market-codes/I18040Multimedia Information Systemshttps://scigraph.springernature.com/ontologies/product-market-codes/I18059Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Geographical Information Systems/Cartographyhttps://scigraph.springernature.com/ontologies/product-market-codes/J13000Data mining.Application software.Multimedia information systems.Artificial intelligence.Geographical information systems.Data Mining and Knowledge Discovery.Information Systems Applications (incl. Internet).Multimedia Information Systems.Artificial Intelligence.Geographical Information Systems/Cartography.006.312Zhao Shenglinauthttp://id.loc.gov/vocabulary/relators/aut933167Lyu Michael Rauthttp://id.loc.gov/vocabulary/relators/autKing Irwinauthttp://id.loc.gov/vocabulary/relators/autBOOK9910299304103321Point-of-Interest Recommendation in Location-Based Social Networks2100355UNINA