Finding Seeds and Relevant Tags Jointly: For Targeted Influence Maximization in Social Networks

Summary: Jointly selects top-k seeds and top-r tags to maximize influence in a target user set, modeling content-dependent diffusion (e.g., hashtags). To cope with intractability, it delivers heuristics with indexing and optimization for scalable performance. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5591
Venue: SIGMOD
Year: 2018
Pagerank: 4.4817474e-05
Overall Rank: 8,628 | 39.98%
DOI: 10.1145/3183713.3199670

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
6,158	The Solution Distribution of Influence Maximization: A High-level Experimental Study on Three Algorithmic Approaches	2020	SIGMOD	5.1800945e-05
11,072	A Benchmark Study of Deep-RL Methods for Maximum Coverage Problems over Graphs	2024	VLDB	4.1945683e-05
11,139	Host Profit Maximization: Leveraging Performance Incentives and User Flexibility	2024	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 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
1,162	k-Nearest Neighbors in Uncertain Graphs	2010	VLDB	0.0001358105
1,850	Real-time Targeted Influence Maximization for Online Advertisements	2015	VLDB	0.00010328335
2,490	Online Topic-Aware Influence Maximization	2015	VLDB	8.6584707e-05
5,359	Discovering Your Selling Points: Personalized Social Influential Tags Exploration	2017	SIGMOD	5.5485493e-05

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5,090	Efficient Algorithms for Adaptive Influence Maximization	2018	VLDB	5.7042676e-05
5,359	Discovering Your Selling Points: Personalized Social Influential Tags Exploration	2017	SIGMOD	5.5485493e-05
2,486	Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks	2020	VLDB	8.6741469e-05
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6,669	Influence Maximization in Real-World Closed Social Networks	2023	VLDB	4.9677027e-05
4,371	Real-Time Influence Maximization on Dynamic Social Streams	2017	VLDB	6.2459569e-05
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