Negative Sampling in Next-POI Recommendations: Observation, Approach, and Evaluation

Author:

Bae Hong-Kyun1ORCID,Kim Yebeen1ORCID,Kim Hyunjoon1ORCID,Kim Sang-Wook1ORCID

Affiliation:

1. Hanyang University, Seoul, Republic of Korea

Funder

Institute of Information & Communications Technology Planning & Evaluation

Publisher

ACM

Reference40 articles.

1. Hong-Kyun Bae, Jeewon Ahn, Dongwon Lee, and Sang-Wook Kim. 2023. LANCER: A Lifetime-Aware News Recommender System. In AAAI Conference on Artificial Intelligence (AAAI). 4141--4148.

2. A Competition-Aware Approach to Accurate TV Show Recommendation

3. Improving the spatial–temporal aware attention network with dynamic trajectory graph learning for next Point-Of-Interest recommendation

4. Dong-Kyu Chae, Jihoo Kim, Sang-Wook Kim, and Duen Horng Chau. 2020. ARCF: Augmenting Virtual Users and Items in Collaborative Filtering for Addressing Cold-Start Problems. In ACM SIGIR Conference on Research and Development in Information Retrieval. 1251--1260.

5. Building and exploiting spatial–temporal knowledge graph for next POI recommendation

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