Global Reinforcement of Social Networks: The Anchored Coreness Problem
Summary: Global reinforcement of social networks via anchored coreness: anchor a small vertex set to maximize total coreness gain. NP-hard; introduces pruning-based heuristic that reuses intermediate results, with experiments on real data demonstrating effectiveness and efficiency. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Qingyuan Linghu (Guangdong University of Technology; University of New South Wales)
- 2. Fan Zhang (Guangdong University of Technology)
- 3. Xuemin Lin (University of New South Wales)
- 4. Wenjie Zhang (University of New South Wales)
- 5. Ying Zhang (University of Technology Sydney)
BibTeX Citation
@inproceedings{linghu_sigmod20,
title = {{Global Reinforcement of Social Networks: The Anchored Coreness Problem}},
author = {Linghu, Qingyuan and Zhang, Fan and Lin, Xuemin and Zhang, Wenjie and Zhang, Ying},
series = {{SIGMOD} '20},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3318464.3389744},
url = {https://dl.acm.org/doi/10.1145/3318464.3389744},
year = {2020}
}
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,869 | Hierarchical Core Maintenance on Large Dynamic Graphs | 2021 | VLDB | 7.9197812e-05 |
| 3,412 | Scaling Up k-Clique Densest Subgraph Detection | 2023 | SIGMOD | 7.321657e-05 |
| 3,875 | Cohesive Subgraph Search over Big Heterogeneous Information Networks: Applications, Challenges, and Solutions | 2021 | SIGMOD | 6.9503439e-05 |
| 6,550 | Fast Algorithms for Core Maximization on Large Graphs | 2022 | VLDB | 5.7479806e-05 |
| 9,552 | Hindering Influence Diffusion of Community | 2022 | SIGMOD | 5.1591847e-05 |
| 10,728 | Anchored Maximum Communities over Large Directed Graphs | 2026 | VLDB | 4.9769913e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 11 of 11 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 100 | Truss Decomposition in Massive Networks | 2012 | VLDB | 0.0003396253 |
| 184 | Querying K-Truss Community in Large and Dynamic Graphs | 2014 | SIGMOD | 0.00026097449 |
| 589 | Large Scale Cohesive Subgraphs Discovery for Social Network Visual Analysis | 2013 | VLDB | 0.00015898419 |
| 645 | Finding Maximal Cliques in Massive Networks by H*-graph | 2010 | SIGMOD | 0.00015208902 |
| 834 | K-Core Decomposition of Large Networks on a Single PC | 2016 | VLDB | 0.00013576778 |
| 1,414 | Effective Community Search over Large Spatial Graphs | 2017 | VLDB | 0.00010732477 |
| 1,648 | Distance-generalized Core Decomposition | 2019 | SIGMOD | 9.9816501e-05 |
| 3,318 | Skyline Community Search in Multi-valued Networks | 2018 | SIGMOD | 7.4289128e-05 |
| 4,580 | OLAK: An Efficient Algorithm to Prevent Unraveling in Social Networks | 2017 | VLDB | 6.5195194e-05 |
| 4,758 | Efficient Cohesive Subgraphs Detection in Parallel | 2014 | SIGMOD | 6.4293075e-05 |
| 5,664 | Efficiently Computing k-Edge Connected Components via Graph Decomposition | 2013 | SIGMOD | 6.0444315e-05 |
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Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 7,918 | Triangular Stability Maximization by Influence Spread over Social Networks | 2023 | VLDB |
| 2 | 6,316 | Densely Connected User Community and Location Cluster Search in Location-Based Social Networks | 2020 | SIGMOD |
| 3 | 2,869 | Hierarchical Core Maintenance on Large Dynamic Graphs | 2021 | VLDB |
| 4 | 3,416 | An efficient reconciliation algorithm for social networks | 2014 | VLDB |
| 5 | 6,508 | Influence Maximization in Real-World Closed Social Networks | 2023 | VLDB |
| 6 | 6,550 | Fast Algorithms for Core Maximization on Large Graphs | 2022 | VLDB |
| 7 | 4,580 | OLAK: An Efficient Algorithm to Prevent Unraveling in Social Networks | 2017 | VLDB |
| 8 | 11,108 | A Local Search Approach to Efficient (k, p)-Core Maintenance | 2025 | SIGMOD |
| 9 | 4,095 | When Engagement Meets Similarity: Efficient (k,r)-Core Computation on Social Networks | 2017 | VLDB |
| 10 | 10,728 | Anchored Maximum Communities over Large Directed Graphs | 2026 | VLDB |