DBScholar

Back to papers

Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models

Summary: Holistic Influence Maximization via an opinion-cum-interaction model; Maximizing the Effective Opinion (MEO) is NP-hard and non-approximable. OSIM using EaSyIM as scalable baseline delivers practical real-dataset performance with ~5% spread deviation. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
hdd143c7a3ec933df
Venue
SIGMOD
Year
2016
Pagerank
9.3059474e-05
Overall Rank
1,964 | 86.80%
DOI
10.1145/2882903.2882929

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{galhotra_sigmod16,
        title = {{Holistic Influence Maximization: Combining Scalability and Efficiency with Opinion-Aware Models}},
        author = {Galhotra, Sainyam and Arora, Akhil and Roy, Shourya},
        series = {{SIGMOD} '16},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/2882903.2882929},
        url = {https://dl.acm.org/doi/10.1145/2882903.2882929},
        year = {2016}
}

Incoming Citations (Sorted by Pagerank)

Showing 16 of 16 citing papers.

Rank Citing Paper Year Venue Pagerank
1,474 Online Processing Algorithms for Influence Maximization 2018 SIGMOD 0.00010556999
1,553 Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study 2017 SIGMOD 0.0001027493
2,278 Influence Maximization Revisited: Efficient Reverse Reachable Set Generation with Bound Tightened 2020 SIGMOD 8.7070902e-05
2,697 Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks 2020 VLDB 8.1202432e-05
5,688 Efficient Approximation Algorithms for Adaptive Seed Minimization 2019 SIGMOD 6.0356384e-05
5,872 The Solution Distribution of Influence Maximization: A High-level Experimental Study on Three Algorithmic Approaches 2020 SIGMOD 5.9639045e-05
6,342 CHASSIS: Conformity Meets Online Information Diffusion 2020 SIGMOD 5.8092399e-05
6,506 Influence Maximization in Real-World Closed Social Networks 2023 VLDB 5.7608239e-05
7,310 Collective Influence Maximization for Multiple Competing Products with an Awareness-to-Influence Model 2021 VLDB 5.5566021e-05
7,445 Analysis of Influence Contribution in Social Advertising 2022 VLDB 5.5247739e-05
7,913 Triangular Stability Maximization by Influence Spread over Social Networks 2023 VLDB 5.4277727e-05
8,978 Efficient and Effective Algorithms for Revenue Maximization in Social Advertising 2021 SIGMOD 5.2448813e-05
9,076 Efficient Approximation Algorithms for Minimum Cost Seed Selection with Probabilistic Coverage Guarantee 2024 SIGMOD 5.2283159e-05
9,415 Managing Conflicting Interests of Stakeholders in Influencer Marketing 2023 SIGMOD 5.1804375e-05
9,416 Minimum Vertex Augmentation 2021 VLDB 5.1804375e-05
11,723 Efficient Algorithm for Budgeted Adaptive Influence Maximization: An Incremental RR-set Update Approach 2023 SIGMOD 4.9793485e-05
Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

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

Previous Page 1 / 1 Next

Semantically Similar Papers