Personalized Geographical Influence Modeling for POI Recommendation
نویسندگان
چکیده
منابع مشابه
Personalized POI Travel Recommendation from Social Media
Travel based recommendation and journey planning are challenging tasks because of various interest preferences and trip restrictions such as limitation of time, source and destination points for each tourist. Large amount of data can be collected from the Internet and travel guides, but these resources normally recommend individual Point of Interest (POI) that is considered to be familiar, but ...
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The rapidly growing of Location-based Social Networks (LBSNs) provides a vast amount of check-in data, which enables many services, e.g., point-ofinterest (POI) recommendation. In this paper, we study the next new POI recommendation problem in which new POIs with respect to users’ current location are to be recommended. The challenge lies in the difficulty in precisely learning users’ sequentia...
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Point-of-Interest (POI) recommendation is a significant service for location-based social networks (LBSNs). It recommends new places such as clubs, restaurants, and coffee bars to users. Whether recommended locations meet users’ interests depends on three factors: user preference, social influence, and geographical influence. Hence extracting the information from users’ check-in records is the ...
متن کاملPersonalized POI Recommendation on Location-Based Social Networks Disseration Prospectus
The rapid urban expansion has greatly extended the physical boundary of our living area, along with a large number of POIs (points of interest) being developed. A POI is a specific location (e.g., hotel, restaurant, theater, mall) that a user may find useful or interesting. When exploring the city and neighborhood, the increasing number of POIs could enrich people’s daily life, providing them w...
متن کاملPersonalized POI Recommendation on Location-Based Social Networks
The rapid urban expansion has greatly extended the physical boundary of our living area, along with a large number of POIs (points of interest) being developed. A POI is a specific location (e.g., hotel, restaurant, theater, mall) that a user may find useful or interesting. When exploring the city and neighborhood, the increasing number of POIs could enrich people’s daily life, providing them w...
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ژورنال
عنوان ژورنال: IEEE Intelligent Systems
سال: 2020
ISSN: 1541-1672,1941-1294
DOI: 10.1109/mis.2020.2998040