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Online Processing Algorithms for Influence Maximization

Summary: Proposes a novel OPIM algorithm enabling pause/resume interactions with provable guarantees, addressing the gap in interactive influence maximization. Empirically outperforms prior OPIM and offline methods on real data and extends to standard influence maximization. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hf08e859034ac4e9a
Venue
SIGMOD
Year
2018
Pagerank
0.00010556999
Overall Rank
1,474 | 90.10%
DOI
10.1145/3183713.3183749

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{tang_sigmod18,
        title = {{Online Processing Algorithms for Influence Maximization}},
        author = {Tang, Jing and Tang, Xueyan and Xiao, Xiaokui and Yuan, Junsong},
        series = {{SIGMOD} '18},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3183713.3183749},
        url = {https://dl.acm.org/doi/10.1145/3183713.3183749},
        year = {2018}
}

Incoming Citations (Sorted by Pagerank)

Showing 29 of 29 citing papers.

Rank Citing Paper Year Venue Pagerank
2,278 Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened 2020 SIGMOD 8.7070902e-05
2,697 Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks 2020 VLDB 8.1202432e-05
3,632 Efficient and Effective Algorithms for Clustering Uncertain Graphs 2019 VLDB 7.1494448e-05
4,652 Efficient Algorithms for Adaptive Influence Maximization 2018 VLDB 6.485164e-05
5,202 Pricing Influential Nodes in Online Social Networks 2020 VLDB 6.2317454e-05
5,688 Efficient Approximation Algorithms for Adaptive Seed Minimization 2019 SIGMOD 6.0356384e-05
5,872 The Solution Distribution of Influence Maximization: A High-level Experimental Study on Three Algorithmic Approaches 2020 SIGMOD 5.9639045e-05
5,980 Maximizing Welfare in Social Networks under A Utility Driven Influence Diffusion model 2019 SIGMOD 5.9281309e-05
7,294 Misinformation Mitigation under Differential Propagation Rates and Temporal Penalties 2022 VLDB 5.5635731e-05
7,405 Space-Efficient Random Walks on Streaming Graphs 2023 VLDB 5.5354654e-05
7,445 Analysis of Influence Contribution in Social Advertising 2022 VLDB 5.5247739e-05
7,913 Triangular Stability Maximization by Influence Spread over Social Networks 2023 VLDB 5.4277727e-05
8,375 Popularity Ratio Maximization: Surpassing Competitors through Influence Propagation 2023 SIGMOD 5.3439079e-05
8,496 Efficient Influence Minimization via Node Blocking 2024 VLDB 5.3301662e-05
8,757 Maximizing Social Welfare in a Competitive Diffusion Model 2021 VLDB 5.2840289e-05
8,978 Efficient and Effective Algorithms for Revenue Maximization in Social Advertising 2021 SIGMOD 5.2448813e-05
9,076 Efficient Approximation Algorithms for Minimum Cost Seed Selection with Probabilistic Coverage Guarantee 2024 SIGMOD 5.2283159e-05
9,416 Minimum Vertex Augmentation 2021 VLDB 5.1804375e-05
9,952 Efficient and Effective Algorithms for A Family of Influence Maximization Problems with A Matroid Constraint 2025 VLDB 5.1038322e-05
10,600 Time-Critical Influence Minimization via Node Blocking 2026 SIGMOD 4.9793485e-05
10,682 Robust Fair Influence Maximization under Multiple Community Partitions 2026 SIGMOD 4.9793485e-05
10,871 Efficient GPU-Accelerated Adaptive Minimum Cost Seed Selection 2026 VLDB 4.9793485e-05
11,058 Augmenting Social Influence of Uncertain Seeds via Probabilistic Link Insertion 2026 VLDB 4.9793485e-05
11,554 Influence Maximization via Vertex Countering 2024 VLDB 4.9793485e-05
11,604 A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs 2024 VLDB 4.9793485e-05
11,663 Host Profit Maximization: Leveraging Performance Incentives and User Flexibility 2024 VLDB 4.9793485e-05
11,718 Mitigating Filter Bubbles Under a Competitive Diffusion Model 2023 SIGMOD 4.9793485e-05
11,723 Efficient Algorithm for Budgeted Adaptive Influence Maximization: An Incremental RR-set Update Approach 2023 SIGMOD 4.9793485e-05
12,037 Towards an Efficient Weighted Random Walk Domination 2021 VLDB 4.9793485e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 12 of 12 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
9 Online Aggregation 1997 SIGMOD 0.00076195956
135 Ripple Joins for Online Aggregation 1999 SIGMOD 0.00029866033
199 Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency 2014 SIGMOD 0.00025522558
299 A Data-Based Approach to Social Influence Maximization 2012 VLDB 0.00021812174
320 Influence Maximization in Near-Linear Time: A Martingale Approach 2015 SIGMOD 0.00021143147
455 Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks 2016 SIGMOD 0.0001796092
1,553 Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study 2017 SIGMOD 0.0001027493
1,964 Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models 2016 SIGMOD 9.3059474e-05
2,229 Real-time Targeted Influence Maximization for Online Advertisements 2015 VLDB 8.8000047e-05
2,306 Online Topic-Aware Influence Maximization 2015 VLDB 8.6680219e-05
3,554 Revisiting the Stop-and-Stare Algorithms for Influence Maximization 2017 VLDB 7.2088217e-05
4,054 Real-Time Influence Maximization on Dynamic Social Streams 2017 VLDB 6.8274063e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 4,652 Efficient Algorithms for Adaptive Influence Maximization 2018 VLDB
2 320 Influence Maximization in Near-Linear Time: A Martingale Approach 2015 SIGMOD
3 3,554 Revisiting the Stop-and-Stare Algorithms for Influence Maximization 2017 VLDB
4 299 A Data-Based Approach to Social Influence Maximization 2012 VLDB
5 1,553 Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study 2017 SIGMOD
6 2,229 Real-time Targeted Influence Maximization for Online Advertisements 2015 VLDB
7 199 Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency 2014 SIGMOD
8 4,054 Real-Time Influence Maximization on Dynamic Social Streams 2017 VLDB
9 1,964 Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models 2016 SIGMOD
10 2,306 Online Topic-Aware Influence Maximization 2015 VLDB