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: 11575
Venue: VLDB
Year: 2017
Pagerank: 6.2399378e-05
Overall Rank: 4,369 | 69.64%
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
1,798	Online Processing Algorithms for Influence Maximization	2018	SIGMOD	0.00010500792
2,668	Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened	2020	SIGMOD	8.3432296e-05
4,578	Accelerating Dynamic Graph Analytics on GPUs	2018	VLDB	6.0651154e-05
6,669	Influence Maximization in Real-World Closed Social Networks	2023	VLDB	4.9629357e-05
6,758	Better Sliding Window Algorithms to Maximize Subadditive and Diversity Objectives	2019	PODS	4.9335749e-05
7,931	Optimal Approximate Matrix Multiplication over Sliding Windows	2026	VLDB	4.6089395e-05
8,007	Analysis of Influence Contribution in Social Advertising	2022	VLDB	4.604154e-05
11,008	Influence Maximization via Vertex Countering	2024	VLDB	4.1905499e-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	0.00052018478
180	Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency	2014	SIGMOD	0.00037101192
338	Influence Maximization in Near-Linear Time: A Martingale Approach	2015	SIGMOD	0.00026987013
437	Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks	2016	SIGMOD	0.00023237348
1,857	Real-time Targeted Influence Maximization for Online Advertisements	2015	VLDB	0.00010318371
2,375	From Competition to Complementarity: Comparative Influence Diffusion and Maximization	2016	VLDB	8.9401216e-05
2,490	Online Topic-Aware Influence Maximization	2015	VLDB	8.6500989e-05
5,077	Efficient Location-Aware Influence Maximization	2014	SIGMOD	5.7098565e-05
5,117	GetReal: Towards Realistic Selection of Influence Maximization Strategies in Competitive Networks	2015	SIGMOD	5.6798468e-05
5,355	Discovering Your Selling Points: Personalized Social Influential Tags Exploration	2017	SIGMOD	5.5518336e-05
7,320	Dynamic Influence Analysis in Evolving Networks	2016	VLDB	4.7579928e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
5,077	Efficient Location-Aware Influence Maximization	2014	SIGMOD	5.7098565e-05
2,226	Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models	2016	SIGMOD	9.2532857e-05
338	Influence Maximization in Near-Linear Time: A Martingale Approach	2015	SIGMOD	0.00026987013
7,320	Dynamic Influence Analysis in Evolving Networks	2016	VLDB	4.7579928e-05
90	A Data-Based Approach to Social Influence Maximization	2012	VLDB	0.00052018478
1,857	Real-time Targeted Influence Maximization for Online Advertisements	2015	VLDB	0.00010318371
8,626	Finding Seeds and Relevant Tags Jointly: For Targeted Influence Maximization in Social Networks	2018	SIGMOD	4.4774498e-05
180	Influence Maximization: Near-Optimal Time Complexity Meets Practical Efficiency	2014	SIGMOD	0.00037101192
5,092	Efficient Algorithms for Adaptive Influence Maximization	2018	VLDB	5.6987819e-05
2,490	Online Topic-Aware Influence Maximization	2015	VLDB	8.6500989e-05