The evolution of topic modeling

R Churchill, L Singh - ACM Computing Surveys, 2022 - dl.acm.org
Topic models have been applied to everything from books to newspapers to social media
posts in an effort to identify the most prevalent themes of a text corpus. We provide an in …

A new direction in social network analysis: Online social network analysis problems and applications

U Can, B Alatas - Physica A: Statistical Mechanics and its Applications, 2019 - Elsevier
The use of online social networks has made significant progress in recent years as the use
of the Internet has become widespread worldwide as the technological infrastructure and the …

A survey of Twitter research: Data model, graph structure, sentiment analysis and attacks

D Antonakaki, P Fragopoulou, S Ioannidis - Expert systems with …, 2021 - Elsevier
Twitter is the third most popular worldwide Online Social Network (OSN) after Facebook and
Instagram. Compared to other OSNs, it has a simple data model and a straightforward data …

Social big data: Recent achievements and new challenges

G Bello-Orgaz, JJ Jung, D Camacho - Information Fusion, 2016 - Elsevier
Big data has become an important issue for a large number of research areas such as data
mining, machine learning, computational intelligence, information fusion, the semantic Web …

Information diffusion in online social networks: A survey

A Guille, H Hacid, C Favre, DA Zighed - ACM Sigmod Record, 2013 - dl.acm.org
Online social networks play a major role in the spread of information at very large scale. A lot
of effort have been made in order to understand this phenomenon, ranging from popular …

Information cascades in complex networks

M Jalili, M Perc - Journal of Complex Networks, 2017 - academic.oup.com
Abstract Information cascades are important dynamical processes in complex networks. An
information cascade can describe the spreading dynamics of rumour, disease, memes, or …

Discourse of Twitter and social media

M Zappavigna - Discourse of Twitter and Social Media, 2012 - torrossa.com
The history of linguistics is punctuated by sea changes of culture afforded by new
technologies of communication–first writing, then audio recording and most recently Web 1.0 …

Optimal control of the COVID-19 pandemic: controlled sanitary deconfinement in Portugal

CJ Silva, C Cruz, DFM Torres, AP Munuzuri… - Scientific reports, 2021 - nature.com
The COVID-19 pandemic has forced policy makers to decree urgent confinements to stop a
rapid and massive contagion. However, after that stage, societies are being forced to find an …

[图书][B] Text data mining

C Zong, R Xia, J Zhang - 2021 - Springer
With the rapid development and popularization of Internet and mobile communication
technologies, text data mining has attracted much attention. In particular, with the wide use …

Beyond trending topics: Real-world event identification on twitter

H Becker, M Naaman, L Gravano - … AAAI conference on web and social …, 2011 - ojs.aaai.org
User-contributed messages on social media sites such as Twitter have emerged aspowerful,
real-time means of information sharing on the Web. These short messages tend to reflect a …