Real-Time Influence Maximization on Dynamic Social Streams

Summary: Introduces SIM: sliding-window, continuous IM on dynamic social streams, maintaining top-k seeds from recent actions. IC/SIC provide epsilon-approximate seeds with O(log_beta N) sparse checkpoints for real-time processing. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11574
Venue: VLDB
Year: 2017
Pagerank: 6.2459569e-05
Overall Rank: 4,371 | 69.60%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 8 of 8 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,801	Online Processing Algorithms for Influence Maximization	2018	SIGMOD	0.00010510943
2,664	Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened	2020	SIGMOD	8.3512717e-05
4,577	Accelerating Dynamic Graph Analytics on GPUs	2018	VLDB	6.0709631e-05
6,669	Influence Maximization in Real-World Closed Social Networks	2023	VLDB	4.9677027e-05
6,755	Better Sliding Window Algorithms to Maximize Subadditive and Diversity Objectives	2019	PODS	4.9383139e-05
7,929	Optimal Approximate Matrix Multiplication over Sliding Windows	2026	VLDB	4.613363e-05
8,003	Analysis of Influence Contribution in Social Advertising	2022	VLDB	4.6085729e-05
11,005	Influence Maximization via Vertex Countering	2024	VLDB	4.1945683e-05

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
90	A Data-Based Approach to Social Influence Maximization	2012	VLDB	0.00052068982
180	Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency	2014	SIGMOD	0.00037135181
337	Influence Maximization in Near-Linear Time: A Martingale Approach	2015	SIGMOD	0.00027011645
436	Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks	2016	SIGMOD	0.00023259324
1,850	Real-time Targeted Influence Maximization for Online Advertisements	2015	VLDB	0.00010328335
2,371	From Competition to Complementarity: Comparative Influence Diffusion and Maximization	2016	VLDB	8.9482922e-05
2,490	Online Topic-Aware Influence Maximization	2015	VLDB	8.6584707e-05
5,078	Efficient Location-Aware Influence Maximization	2014	SIGMOD	5.715243e-05
5,115	GetReal: Towards Realistic Selection of Influence Maximization Strategies in Competitive Networks	2015	SIGMOD	5.6853246e-05
5,359	Discovering Your Selling Points: Personalized Social Influential Tags Exploration	2017	SIGMOD	5.5485493e-05
7,323	Dynamic Influence Analysis in Evolving Networks	2016	VLDB	4.7625647e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,078	Efficient Location-Aware Influence Maximization	2014	SIGMOD	5.715243e-05
2,220	Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models	2016	SIGMOD	9.2622402e-05
337	Influence Maximization in Near-Linear Time: A Martingale Approach	2015	SIGMOD	0.00027011645
7,323	Dynamic Influence Analysis in Evolving Networks	2016	VLDB	4.7625647e-05
90	A Data-Based Approach to Social Influence Maximization	2012	VLDB	0.00052068982
1,850	Real-time Targeted Influence Maximization for Online Advertisements	2015	VLDB	0.00010328335
8,628	Finding Seeds and Relevant Tags Jointly: For Targeted Influence Maximization in Social Networks	2018	SIGMOD	4.4817474e-05
180	Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency	2014	SIGMOD	0.00037135181
5,090	Efficient Algorithms for Adaptive Influence Maximization	2018	VLDB	5.7042676e-05
2,490	Online Topic-Aware Influence Maximization	2015	VLDB	8.6584707e-05