[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 …

Rumor, misinformation among web: a contemporary review of rumor detection techniques during different web waves

N Rani, P Das, AK Bhardwaj - Concurrency and Computation …, 2022 - Wiley Online Library
Sometimes, unverified information is disseminated as if it is true information on social media
sites. Most of the times, it goes viral and affects the belief of people and their emotions …

[HTML][HTML] Social influence analysis: models, methods, and evaluation

K Li, L Zhang, H Huang - Engineering, 2018 - Elsevier
Social influence analysis (SIA) is a vast research field that has attracted research interest in
many areas. In this paper, we present a survey of representative and state-of-the-art work in …

Temporal influence blocking: Minimizing the effect of misinformation in social networks

C Song, W Hsu, ML Lee - 2017 IEEE 33rd international …, 2017 - ieeexplore.ieee.org
The diffusion of rumors is a major concern for web users. Limiting the spread of rumor on
social networks has become an important task. One approach is to identify nodes to start a …

A theoretically guaranteed approach to efficiently block the influence of misinformation in social networks

MA Manouchehri, MS Helfroush… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Nowadays, social network plays an important role in human life. Besides all advantages of
social networks, the dissemination of rumors becomes a major concern for users, so it is …

Topic based time-sensitive influence maximization in online social networks

H Min, J Cao, T Yuan, B Liu - World Wide Web, 2020 - Springer
With the exponential expansion of online social networks (OSNs), an extensive research on
information diffusion in OSNs has been emerged in recent years. One of the key research is …

A novel nested q-learning method to tackle time-constrained competitive influence maximization

K Ali, CY Wang, YS Chen - IEEE Access, 2018 - ieeexplore.ieee.org
Time plays a critical role in competitive influence maximization. Companies aim to promote
their products before certain events, such as Christmas Eve or music concerts, to gain more …

Finding influential users for different time bounds in social networks using multi-objective optimization

A Mohammadi, M Saraee - Swarm and evolutionary computation, 2018 - Elsevier
Online social networks play an important role in marketing services. Influence maximization
is a major challenge, in which the goal is to find the most influential users in a social …

Examining the information dissemination process on social media during the Malaysia 2014 floods using social network analysis (SNA)

AST Olanrewaju, R Ahmad - Journal of Information and …, 2018 - e-journal.uum.edu.my
This article is based on a study which examined the information dissemination process on
the social media during the Malaysia 2014 floods by employing the Social Network Analysis …

Time-sensitive propagation values discount centrality measure

S Mokhtarzadeh, B Zamani Dehkordi, M Mosleh… - Computing, 2024 - Springer
The detection of influential individuals in social networks is called influence maximization
which has many applications in advertising and marketing. Several factors including …