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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
0.00010774759
Overall Rank
1,396 | 90.65%
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 30 of 30 citing papers.

Rank Citing Paper Year Venue Pagerank
2,171 Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened 2020 SIGMOD 8.9117572e-05
2,698 Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks 2020 VLDB 8.1020179e-05
3,644 Efficient and Effective Algorithms for Clustering Uncertain Graphs 2019 VLDB 7.1224321e-05
4,635 Efficient Algorithms for Adaptive Influence Maximization 2018 VLDB 6.4757053e-05
5,209 Pricing Influential Nodes in Online Social Networks 2020 VLDB 6.2146527e-05
5,669 Efficient Approximation Algorithms for Adaptive Seed Minimization 2019 SIGMOD 6.0271116e-05
5,849 The Solution Distribution of Influence Maximization: A High-level Experimental Study on Three Algorithmic Approaches 2020 SIGMOD 5.9530603e-05
5,990 Maximizing Welfare in Social Networks under A Utility Driven Influence Diffusion model 2019 SIGMOD 5.9061293e-05
6,437 Misinformation Mitigation under Differential Propagation Rates and Temporal Penalties 2022 VLDB 5.7680303e-05
6,537 Analysis of Influence Contribution in Social Advertising 2022 VLDB 5.7352831e-05
7,426 Space-Efficient Random Walks on Streaming Graphs 2023 VLDB 5.5145499e-05
7,933 Triangular Stability Maximization by Influence Spread over Social Networks 2023 VLDB 5.4072642e-05
8,398 Popularity Ratio Maximization: Surpassing Competitors through Influence Propagation 2023 SIGMOD 5.3237162e-05
8,519 Efficient Influence Minimization via Node Blocking 2024 VLDB 5.3100264e-05
8,765 Maximizing Social Welfare in a Competitive Diffusion Model 2021 VLDB 5.2704231e-05
9,007 Efficient and Effective Algorithms for Revenue Maximization in Social Advertising 2021 SIGMOD 5.2250638e-05
9,106 Efficient Approximation Algorithms for Minimum Cost Seed Selection with Probabilistic Coverage Guarantee 2024 SIGMOD 5.208561e-05
9,453 Minimum Vertex Augmentation 2021 VLDB 5.1608635e-05
9,692 Efficient Algorithm for Budgeted Adaptive Influence Maximization: An Incremental RR-set Update Approach 2023 SIGMOD 5.1258854e-05
9,993 Efficient and Effective Algorithms for A Family of Influence Maximization Problems with A Matroid Constraint 2025 VLDB 5.0845476e-05
10,381 Approximating Contribution in Misinformation Mitigation 2027 SIGMOD 4.9605343e-05
10,672 Time-Critical Influence Minimization via Node Blocking 2026 SIGMOD 4.9605343e-05
10,754 Robust Fair Influence Maximization under Multiple Community Partitions 2026 SIGMOD 4.9605343e-05
10,941 Efficient GPU-Accelerated Adaptive Minimum Cost Seed Selection 2026 VLDB 4.9605343e-05
11,128 Augmenting Social Influence of Uncertain Seeds via Probabilistic Link Insertion 2026 VLDB 4.9605343e-05
11,609 Influence Maximization via Vertex Countering 2024 VLDB 4.9605343e-05
11,657 A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs 2024 VLDB 4.9605343e-05
11,715 Host Profit Maximization: Leveraging Performance Incentives and User Flexibility 2024 VLDB 4.9605343e-05
11,770 Mitigating Filter Bubbles Under a Competitive Diffusion Model 2023 SIGMOD 4.9605343e-05
12,087 Towards an Efficient Weighted Random Walk Domination 2021 VLDB 4.9605343e-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 0.00076079812
135 Ripple Joins for Online Aggregation 1999 SIGMOD 0.00029805026
187 Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency 2014 SIGMOD 0.00025945191
290 A Data-Based Approach to Social Influence Maximization 2012 VLDB 0.00021935235
305 Influence Maximization in Near-Linear Time: A Martingale Approach 2015 SIGMOD 0.00021567807
441 Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks 2016 SIGMOD 0.00018233755
1,545 Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study 2017 SIGMOD 0.00010270407
1,946 Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models 2016 SIGMOD 9.3059083e-05
2,212 Real-time Targeted Influence Maximization for Online Advertisements 2015 VLDB 8.8427023e-05
2,300 Online Topic-Aware Influence Maximization 2015 VLDB 8.6638338e-05
3,320 Revisiting the Stop-and-Stare Algorithms for Influence Maximization 2017 VLDB 7.4137064e-05
4,031 Real-Time Influence Maximization on Dynamic Social Streams 2017 VLDB 6.8273933e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 4,635 Efficient Algorithms for Adaptive Influence Maximization 2018 VLDB
2 305 Influence Maximization in Near-Linear Time: A Martingale Approach 2015 SIGMOD
3 3,320 Revisiting the Stop-and-Stare Algorithms for Influence Maximization 2017 VLDB
4 290 A Data-Based Approach to Social Influence Maximization 2012 VLDB
5 1,545 Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study 2017 SIGMOD
6 2,212 Real-time Targeted Influence Maximization for Online Advertisements 2015 VLDB
7 187 Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency 2014 SIGMOD
8 4,031 Real-Time Influence Maximization on Dynamic Social Streams 2017 VLDB
9 1,946 Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models 2016 SIGMOD
10 2,300 Online Topic-Aware Influence Maximization 2015 VLDB