Challenging the Long Tail Recommendation
Summary: Introduces graph-based long-tail recommendation using user–item Hitting Time, efficient Absorbing Time, and entropy-biased Absorbing Cost algorithms. These model rating-pair variation to improve sparse-tail accuracy and diversity, outperforming existing recommenders on two real datasets. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Hongzhi Yin (Peking University)
- 2. Bin Cui (Peking University)
- 3. Jing Li (Peking University)
- 4. Junjie Yao (Peking University)
- 5. Chen Chen (Peking University)
BibTeX Citation
@article{yin_vldb12,
title = {{Challenging the Long Tail Recommendation}},
author = {Yin, Hongzhi and Cui, Bin and Li, Jing and Yao, Junjie and Chen, Chen},
journal = {PVLDB},
series = {{VLDB} '12},
volume = {5},
number = {9},
pages = {896--907},
doi = {10.14778/2311906.2311916},
url = {https://doi.org/10.14778/2311906.2311916},
year = {2012}
}Incoming Citations (Sorted by Pagerank)
Showing 8 of 8 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,157 | Efficient Estimation of Pairwise Effective Resistance | 2023 | SIGMOD | 6.3409526e-05 |
| 8,748 | A Temporal Context-Aware Model for User Behavior Modeling in Social Media Systems | 2014 | SIGMOD | 5.3766157e-05 |
| 8,911 | Efficient and Provable Effective Resistance Computation on Large Graphs: an Index-based Approach | 2024 | SIGMOD | 5.3483178e-05 |
| 10,240 | Fast Estimation of Pairwise Biharmonic Distance on Graphs | 2026 | SIGMOD | 5.093636e-05 |
| 10,366 | Efficient Exact Resistance Distance Computation on Small-Treewidth Graphs: a Labelling Approach | 2026 | SIGMOD | 5.093636e-05 |
| 11,172 | Efficient Approximation of Kemeny’s Constant for Large Graphs | 2024 | SIGMOD | 5.093636e-05 |
| 12,151 | Inferring Continuous Dynamic Social Influence and Personal Preference for Temporal Behavior Prediction | 2015 | VLDB | 5.093636e-05 |
| 12,262 | Mobility and Social Networking: A Data Management Perspective | 2013 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 2 of 2 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,149 | Assessing and Ranking Structural Correlations in Graphs | 2011 | SIGMOD | 7.7066337e-05 |
| 6,248 | Recsplorer: Recommendation Algorithms Based on Precedence Mining | 2010 | SIGMOD | 5.9425237e-05 |
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