A Point-of-interest Recommendation Method Based on Hawkes Process

A Point-of-interest Recommendation Method Based on Hawkes Process

Point-of-interest (POI) recommendation is a crucial personalized location service in LBSNs.To cope with the complexity and extreme sparsity of users check-in data,we proposed a context-aware collaborative filtering POI recommendation algorithm based on Hawkes process (HWCF).First,we analyzed users&#...

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Bibliographic Details
Main Authors: ZHANG Guoming, WANG Junshu, JIANG Nan, SHENG Yehua
Format: Article
Language:zho
Published: Surveying and Mapping Press 2018-09-01
Series:Acta Geodaetica et Cartographica Sinica
Subjects:
point-of-interest recommendation
location based social network
Hawkes process
Online Access:http://html.rhhz.net/CHXB/html/2018-9-1261.htm

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