Maximizing Welfare in Social Networks under A Utility Driven Influence Diffusion model

Summary: UIC model links utility-driven adoption with influence diffusion for complementary items. Greedy allocation achieves (1-1/e-ε) welfare despite non-submodular objective; bundleGRD scales and outperforms baselines on real and synthetic networks. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5692
Venue: SIGMOD
Year: 2019
Pagerank: 5.2600149e-05
Overall Rank: 5,940 | 58.72%
DOI: 10.1145/3299869.3319879

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 7 of 7 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,284	CHASSIS: Conformity Meets Online Information Diffusion	2020	SIGMOD	6.2824978e-05
6,983	CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression	2023	SIGMOD	4.8682622e-05
7,991	Minimizing the Regret of an Influence Provider	2021	SIGMOD	4.6083801e-05
8,589	Maximizing Social Welfare in a Competitive Diffusion Model	2021	VLDB	4.4853244e-05
10,161	Enabling Efficient Direct Update on Rule-Based Compressed Graph	2026	SIGMOD	4.1905499e-05
11,142	Host Profit Maximization: Leveraging Performance Incentives and User Flexibility	2024	VLDB	4.1905499e-05
11,204	Mitigating Filter Bubbles Under a Competitive Diffusion Model	2023	SIGMOD	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 6 of 6 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
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
1,798	Online Processing Algorithms for Influence Maximization	2018	SIGMOD	0.00010500792
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
4,219	Revisiting the Stop-and-Stare Algorithms for Influence Maximization	2017	VLDB	6.3432726e-05

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2,485	Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks	2020	VLDB	8.6657901e-05
90	A Data-Based Approach to Social Influence Maximization	2012	VLDB	0.00052018478
338	Influence Maximization in Near-Linear Time: A Martingale Approach	2015	SIGMOD	0.00026987013
6,091	Continuous Influence Maximization: What Discounts Should We Offer to Social Network Users?	2016	SIGMOD	5.2141312e-05
5,092	Efficient Algorithms for Adaptive Influence Maximization	2018	VLDB	5.6987819e-05
2,375	From Competition to Complementarity: Comparative Influence Diffusion and Maximization	2016	VLDB	8.9401216e-05
7,393	Collective Influence Maximization for Multiple Competing Products with an Awareness-to-Influence Model	2021	VLDB	4.7373814e-05
8,589	Maximizing Social Welfare in a Competitive Diffusion Model	2021	VLDB	4.4853244e-05