An Experimental Evaluation of Point-of-interest Recommendation in Location-based Social Networks
Summary: Systematic evaluation of 12 state-of-the-art POI recommender models for Location-Based Social Networks. Key findings illuminate performance patterns and scenario-specific guidance to inform model selection and deployment. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Yiding Liu
- 2. Tuan-Anh Nguyen Pham
- 3. Gao Cong
- 4. Quan Yuan
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,059 | Efficient Shortest Path Index Maintenance on Dynamic Road Networks with Theoretical Guarantees | 2020 | VLDB | 9.3142927e-05 |
| 6,181 | Densely Connected User Community and Location Cluster Search in Location-Based Social Networks | 2020 | SIGMOD | 6.0233223e-05 |
| 7,104 | Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach | 2022 | VLDB | 5.754502e-05 |
| 7,601 | ABC: Attributed Bipartite Co-clustering | 2022 | VLDB | 5.6439465e-05 |
| 9,366 | Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks | 2022 | VLDB | 5.339987e-05 |
| 11,382 | Example-based Spatial Pattern Matching | 2022 | VLDB | 5.1725247e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
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| 3,743 | Personalized Social Recommendations - Accurate or Private? | 2011 | VLDB | 7.2138174e-05 |
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| 12,075 | GroupFinder: A New Approach to Top-K Point-of-Interest Group Retrieval | 2013 | VLDB | 5.1725247e-05 |
| 9,366 | Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks | 2022 | VLDB | 5.339987e-05 |