Survey of generative methods for social media analysis

S Matwin, A Milios, P Prałat, A Soares… - arXiv preprint arXiv …, 2021 - arxiv.org
This survey draws a broad-stroke, panoramic picture of the State of the Art (SoTA) of the
research in generative methods for the analysis of social media data. It fills a void, as the …

[HTML][HTML] Modeling influence and community in social media data using the digital methods initiative-twitter capture and analysis toolkit (DMI-TCAT) and Gephi

J Groshek, V de Mees, R Eschmann - MethodsX, 2020 - Elsevier
The methods summarized in this video tutorial series are based on the open source Digital
Methods Initiative–Twitter Capture and Analysis Toolkit (DMI-TCAT) that allows media …

OSoMe: the IUNI observatory on social media

CA Davis, GL Ciampaglia, LM Aiello, K Chung… - PeerJ Computer …, 2016 - peerj.com
The study of social phenomena is becoming increasingly reliant on big data from online
social networks. Broad access to social media data, however, requires software …

[引用][C] Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

U Brandes, C Reddy, A Tagarelli - 2018 - dl.acm.org
Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks
Analysis and Mining | ACM Conferences ACM Digital Library home ACM home Google, Inc …

[图书][B] Generative Methods for Social Media Analysis

S Matwin, A Milios, P Prałat, A Soares, F Théberge - 2023 - books.google.com
This book provides a broad overview of the state of the art of the research in generative
methods for the analysis of social media data. It especially includes two important aspects …

Limits of Multilayer Diffusion Network Inference in Social Media Research

Y Xia, THY Chen, M Kivelä - … of the International AAAI Conference on …, 2022 - ojs.aaai.org
Abstract Information on social media spreads through an underlying diffusion network that
connects people of common interests and opinions. This diffusion network often comprises …

Realtime analysis of information diffusion in social media

I Taxidou, P Fischer - Proceedings of the VLDB Endowment, 2013 - dl.acm.org
The goal of this thesis is to investigate real-time analysis methods on social media with a
focus on information diffusion. From a conceptual point of view, we are interested both in the …

Applicability of multilayer diffusion network inference to social media data

Y Xia, THY Chen, M Kivelä - arXiv preprint arXiv:2111.06235, 2021 - arxiv.org
Information on social media spreads through an underlying diffusion network that connects
people of common interests and opinions. This diffusion network often comprises multiple …

Computational models for social network analysis: A brief survey

J Tang - Proceedings of the 26th international conference on …, 2017 - dl.acm.org
With the exponential growth of online social network services such as Facebook and Twitter,
social networks and social medias become more and more important, directly influencing …

A method to evaluate the reliability of social media data for social network analysis

D Weber, M Nasim, L Mitchell… - 2020 IEEE/ACM …, 2020 - ieeexplore.ieee.org
In order to study the effects of Online Social Network (OSN) activity on real-world offline
events, researchers need access to OSN data, the reliability of which has particular …