Results 1 to 10 of about 1,139,810 (293)

Bidirectional Trust-Enhanced Collaborative Filtering for Point-of-Interest Recommendation [PDF]

Sensors, 2023
A personalized point-of-interest (POI) recommender system is of great significance to facilitate the daily life of users. However, it suffers from some challenges, such as trustworthiness and data sparsity problems.
Jingmin An, Wei Jiang, Guanyu Li
doaj   +2 more sources

Time Aware Point-of-interest Recommendation [PDF]

Jisuanji kexue, 2021
In location-based social networks (LBSN),users share their location and content related to location information.Point-of-interest (POI) recommendation is an important application in LBSN which recommends locations that might be of interest to users ...
WANG Ying-li, JIANG Cong-cong, FENG Xiao-nian, QIAN Tie-yun
doaj   +2 more sources

Successive Point-of-Interest Recommendation With Local Differential Privacy [PDF]

IEEE Access, 2021
A point-of-interest (POI) recommendation system performs an important role in location-based services because it can help people to explore new locations and promote advertisers to launch advertisements at appropriate locations.
Jong Seon Kim, Jong Wook Kim, Yon Dohn Chung   +2 more
doaj   +3 more sources

Exploring IoT Location Information to Perform Point of Interest Recommendation Engine: Traveling to a New Geographical Region [PDF]

Sensors, 2019
With the development of wireless Internet and the popularity of location sensors in mobile phones, the coupling degree between social networks and location sensor information is increasing.
Xu Yang, Billy Zimba, Tingting Qiao, Keyan Gao, Xiaoya Chen   +4 more
doaj   +2 more sources

Point of Interest Recommendation System Using Sentiment Analysis

Journal of Information Science Theory and Practice
Sentiment analysis is one of the promising approaches for developing a point of interest (POI) recommendation system. It uses natural language processing techniques that deploy expert insights from user-generated content such as reviews and feedback.
Gaurav Meena, Ajay Indian, Krishna Kumar Mohbey, Kunal Jangid   +3 more
doaj   +2 more sources

Contextualized Point-of-Interest Recommendation [PDF]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Point-of-interest (POI) recommendation has become an increasingly important sub-field of recommendation system research. Previous methods employ various assumptions to exploit the contextual information for improving the recommendation accuracy. The common property among them is that similar users are more likely to visit similar POIs and similar POIs ...
Peng Han, Zhongxiao Li, Yong Liu, Peilin Zhao, Jing Li, Hao Wang, Shuo Shang   +6 more
openaire   +1 more source

Review of Point of Interest Recommendation Systems in Location-Based Social Networks [PDF]

Jisuanji kexue yu tansuo, 2022
Point of interest recommendation is recently one of the hotspots in the field of location-based social networks and recommendation systems. Understanding the research status of the point of interest recommendation in location-based social networks can ...
CHEN Jiangmei, ZHANG Wende
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Spatio-Temporal Transformer Recommender: Next Location Recommendation with Attention Mechanism by Mining the Spatio-Temporal Relationship between Visited Locations

ISPRS International Journal of Geo-Information, 2023
Location-based social networks (LBSN) allow users to socialize with friends by sharing their daily life experiences online. In particular, a large amount of check-ins data generated by LBSNs capture the visit locations of users and open a new line of ...
Shuqiang Xu, Qunying Huang, Zhiqiang Zou
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A BiLSTM-attention-based point-of-interest recommendation algorithm

Journal of Intelligent Systems, 2023
Aiming at the problem that users’ check-in interest preferences in social networks have complex time dependences, which leads to inaccurate point-of-interest (POI) recommendations, a location-based POI recommendation model using deep learning for social ...
Li Aichuan, Liu Fuzhi
doaj   +1 more source

Human Mobility Pattern Prior Knowledge Based POI Recommendation [PDF]

Jisuanji kexue, 2023
Point of interest(POI) recommendation is a fundamental task in location-based social networks,which provides users with personalized place recommendations.However,the current point of interest recommendation is mostly based on learning the user's check ...
YI Qiuhua, GAO Haoran, CHEN Xinqi, KONG Xiangjie
doaj   +1 more source