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 (Nanyang Technological University)
- 2. Tuan-Anh Nguyen Pham (Nanyang Technological University)
- 3. Gao Cong (Nanyang Technological University)
- 4. Quan Yuan (University of Illinois Urbana-Champaign)
BibTeX Citation
@article{liu_vldb17,
title = {{An Experimental Evaluation of Point-of-interest Recommendation in Location-based Social Networks}},
author = {Liu, Yiding and Pham, Tuan-Anh Nguyen and Cong, Gao and Yuan, Quan},
journal = {PVLDB},
series = {{VLDB} '17},
volume = {10},
number = {10},
pages = {1010--1021},
doi = {10.14778/3115404.3115407},
url = {https://doi.org/10.14778/3115404.3115407},
year = {2017}
}Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,097 | Efficient Shortest Path Index Maintenance on Dynamic Road Networks with Theoretical Guarantees | 2020 | VLDB | 9.1725037e-05 |
| 6,179 | Densely Connected User Community and Location Cluster Search in Location-Based Social Networks | 2020 | SIGMOD | 5.9496108e-05 |
| 7,226 | Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach | 2022 | VLDB | 5.6667372e-05 |
| 7,727 | ABC: Attributed Bipartite Co-clustering | 2022 | VLDB | 5.5580534e-05 |
| 9,504 | Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks | 2022 | VLDB | 5.2585442e-05 |
| 11,578 | Example-based Spatial Pattern Matching | 2022 | VLDB | 5.093636e-05 |
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
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