Efficient Location-Aware Influence Maximization
Summary: Proposes location-aware influence maximization to exploit user location for greater spread in social graphs. Introduces two greedy algorithms with 1-1/e guarantees and two fast epsilon*(1-1/e) methods for instant-speed results; experiments on real datasets show strong spread and outperformance. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Guoliang Li (Tsinghua University)
- 2. Shuo Chen (Tsinghua University)
- 3. Jianhua Feng (Tsinghua University)
- 4. Kian-lee Tan (National University of Singapore)
- 5. Wen-Syan Li (SAP)
BibTeX Citation
@inproceedings{li_sigmod14,
title = {{Efficient Location-Aware Influence Maximization}},
author = {Li, Guoliang and Chen, Shuo and Feng, Jianhua and Tan, Kian-lee and Li, Wen-Syan},
series = {{SIGMOD} '14},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/2588555.2588561},
url = {https://dl.acm.org/doi/10.1145/2588555.2588561},
year = {2014}
}Incoming Citations (Sorted by Pagerank)
Showing 10 of 10 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 2,106 | Maximum Co-located Community Search in Large Scale Social Networks | 2018 | VLDB | 9.1568079e-05 |
| 2,199 | Real-time Targeted Influence Maximization for Online Advertisements | 2015 | VLDB | 8.9668012e-05 |
| 2,260 | Online Topic-Aware Influence Maximization | 2015 | VLDB | 8.8526838e-05 |
| 3,989 | Real-Time Influence Maximization on Dynamic Social Streams | 2017 | VLDB | 6.9716774e-05 |
| 6,179 | Densely Connected User Community and Location Cluster Search in Location-Based Social Networks | 2020 | SIGMOD | 5.9496108e-05 |
| 6,214 | CHASSIS: Conformity Meets Online Information Diffusion | 2020 | SIGMOD | 5.9425753e-05 |
| 7,006 | Topic-based Community Search over Spatial-Social Networks | 2020 | VLDB | 5.726836e-05 |
| 7,771 | Triangular Stability Maximization by Influence Spread over Social Networks | 2023 | VLDB | 5.5470467e-05 |
| 9,057 | Efficient Influence Minimization via Node Blocking | 2024 | VLDB | 5.3251649e-05 |
| 11,216 | Influence Maximization via Vertex Countering | 2024 | 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 |
|---|---|---|---|---|
| 5 | Optimal Aggregation Algorithms for Middleware [Extended Abstract] | 2001 | PODS | 0.0010828372 |
| 296 | A Data-Based Approach to Social Influence Maximization | 2012 | VLDB | 0.00022220351 |
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| 4 | 6,415 | Influence Maximization in Real-World Closed Social Networks | 2023 | VLDB |
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| 6 | 2,752 | Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks | 2020 | VLDB |
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| 9 | 296 | A Data-Based Approach to Social Influence Maximization | 2012 | VLDB |
| 10 | 2,260 | Online Topic-Aware Influence Maximization | 2015 | VLDB |