Systematic literature review on identifying influencers in social networks

SF Seyfosadat, R Ravanmehr - Artificial Intelligence Review, 2023 - Springer
Considering the ever-increasing size and complexity of social networks, developing
methods to extract meaningful knowledge and information from users' vast amounts of data …

Social influence maximization in hypergraphs

A Antelmi, G Cordasco, C Spagnuolo, P Szufel - Entropy, 2021 - mdpi.com
This work deals with a generalization of the minimum Target Set Selection (TSS) problem, a
key algorithmic question in information diffusion research due to its potential commercial …

Analyzing X's Web of Influence: Dissecting News Sharing Dynamics through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures

S Abdidizaji, A Baekey, C Jayalath, A Mantzaris… - arXiv preprint arXiv …, 2024 - arxiv.org
The dissemination of news articles on social media platforms significantly impacts the
public's perception of global issues, with the nature of these articles varying in credibility and …

Entropy-Based Characterization of Influence Pathways in Traditional and Social Media

OO Garibay, N Yousefi, K Aslett… - 2022 IEEE 8th …, 2022 - ieeexplore.ieee.org
Despite much work on social media, analysis of individual influence campaigns, messages,
and platforms, we lack the tools and techniques and fundamental research to effectively …

Entropy-rate as prediction method for newspapers and information diffusion

A Russo, A Picone, V Miracula, G Giuffrida… - arXiv preprint arXiv …, 2022 - arxiv.org
This paper aims to show how some popular topics on social networks can be used to predict
online newspaper views, related to the topics. Newspapers site and many social networks …

Evolution of Intent and Social Influence Networks and Their Significance in Detecting COVID-19 Disinformation Actors on Social Media

C Gunaratne, D De, G Thakur, C Senevirathna… - … Conference on Social …, 2022 - Springer
Online disinformation actors are those individuals or bots who disseminate false or
misleading information over social media, with the intent to sway public opinion in the …

Predicting Interpersonal Influence from Conversational Features

L Gassmann, R McConville… - 2023 10th International …, 2023 - ieeexplore.ieee.org
Interpersonal influence has a radical impact on the dissemination of information in online
social media. Methods for measuring this influence between online conversation partners …

[PDF][PDF] Navigating Social Networks: A Hypergraph Approach to Influence Optimization.

MK Enduri - COMPLEXIS, 2024 - researchgate.net
In this study, we introduce a novel approach to influence optimization in social networks by
leveraging the mathematical framework of hypergraphs. Traditional centrality measures …

Models of Information Diffusion and The Role of Influence

CJJ Don Dimungu Arachchige - 2024 - stars.library.ucf.edu
Abstract Information diffusion is significant in fields such as propagation prediction and
influence maximization, with applications in viral marketing and rumor control. Despite …

Remote Sensing, Inference, and Intelligence in the Information Environment

T Galligani - 2023 - dspace.mit.edu
This thesis considers the ways researchers and decision-makers deal with malicious actions
in the information environment (IE). We are motivated by the profusion of research since …