[HTML][HTML] Influence maximization frameworks, performance, challenges and directions on social network: A theoretical study

SS Singh, D Srivastva, M Verma, J Singh - Journal of King Saud University …, 2022 - Elsevier
The influence maximization (IM) problem identifies the subset of influential users in the
network to provide solutions for real-world problems like outbreak detection, viral marketing …

Study on information diffusion analysis in social networks and its applications

B Chang, T Xu, Q Liu, EH Chen - International Journal of Automation and …, 2018 - Springer
Due to the prevalence of social network services, more and more attentions are paid to
explore how information diffuses and users affect each other in these networks, which has a …

A survey of big data dimensions vs social networks analysis

M Ianni, E Masciari, G Sperlí - Journal of Intelligent Information Systems, 2021 - Springer
The pervasive diffusion of Social Networks (SN) produced an unprecedented amount of
heterogeneous data. Thus, traditional approaches quickly became unpractical for real life …

A viral marketing-based model for opinion dynamics in online social networks

S Tu, S Neumann - Proceedings of the ACM Web Conference 2022, 2022 - dl.acm.org
Online social networks provide a medium for citizens to form opinions on different societal
issues, and a forum for public discussion. They also expose users to viral content, such as …

Group influence maximization problem in social networks

J Zhu, S Ghosh, W Wu - IEEE Transactions on Computational …, 2019 - ieeexplore.ieee.org
Group plays an important role in social society. Much of the world's decision or work is done
by groups and teams. A group's decision should be made based on most of the members in …

Maximizing the diversity of exposure in a social network

A Matakos, C Aslay, E Galbrun… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Social-media platforms have created new ways for citizens to stay informed and participate
in public debates. However, to enable a healthy environment for information sharing, social …

Triple eagle: Simple, fast and practical budget-feasible mechanisms

K Han, Y Wu, H Huang, S Cui - Advances in Neural …, 2023 - proceedings.neurips.cc
We revisit the classical problem of designing Budget-Feasible Mechanisms (BFMs) for
submodular valuation functions, which has been extensively studied since the seminal …

Influence maximization in online social networks

C Aslay, LVS Lakshmanan, W Lu, X Xiao - Proceedings of the eleventh …, 2018 - dl.acm.org
Starting with the earliest studies showing that the spread of new trends, information, and
innovations is closely related to the social influence exerted on people by their social …

Co-exposure maximization in online social networks

S Tu, C Aslay, A Gionis - Advances in Neural Information …, 2020 - proceedings.neurips.cc
Social media has created new ways for citizens to stay informed on societal matters and
participate in political discourse. However, with its algorithmically-curated and virally …

Minimizing the regret of an influence provider

Y Zhang, Y Li, Z Bao, B Zheng… - Proceedings of the 2021 …, 2021 - dl.acm.org
Influence maximization has been studied extensively from the perspective of the influencer.
However, the influencer typically purchases influence from a provider, for example in the …