A survey of information cascade analysis: Models, predictions, and recent advances

F Zhou, X Xu, G Trajcevski, K Zhang - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
The deluge of digital information in our daily life—from user-generated content, such as
microblogs and scientific papers, to online business, such as viral marketing and advertising …

Can cascades be predicted?

J Cheng, L Adamic, PA Dow, JM Kleinberg… - Proceedings of the 23rd …, 2014 - dl.acm.org
On many social networking web sites such as Facebook and Twitter, resharing or reposting
functionality allows users to share others' content with their own friends or followers. As …

[HTML][HTML] Virality prediction and community structure in social networks

L Weng, F Menczer, YY Ahn - Scientific reports, 2013 - nature.com
How does network structure affect diffusion? Recent studies suggest that the answer
depends on the type of contagion. Complex contagions, unlike infectious diseases (simple …

Deephawkes: Bridging the gap between prediction and understanding of information cascades

Q Cao, H Shen, K Cen, W Ouyang… - Proceedings of the 2017 …, 2017 - dl.acm.org
Online social media remarkably facilitates the production and delivery of information,
intensifying the competition among vast information for users' attention and highlighting the …

Information diffusion prediction via recurrent cascades convolution

X Chen, F Zhou, K Zhang, G Trajcevski… - 2019 IEEE 35th …, 2019 - ieeexplore.ieee.org
Effectively predicting the size of an information cascade is critical for many applications
spanning from identifying viral marketing and fake news to precise recommendation and …

An evolutionary algorithm approach to link prediction in dynamic social networks

CA Bliss, MR Frank, CM Danforth, PS Dodds - Journal of Computational …, 2014 - Elsevier
Many real world, complex phenomena have underlying structures of evolving networks
where nodes and links are added and removed over time. A central scientific challenge is …

The bursty dynamics of the twitter information network

SA Myers, J Leskovec - Proceedings of the 23rd international conference …, 2014 - dl.acm.org
In online social media systems users are not only posting, consuming, and resharing
content, but also creating new and destroying existing connections in the underlying social …

[HTML][HTML] Characterizing Twitter discussions about HPV vaccines using topic modeling and community detection

D Surian, DQ Nguyen, G Kennedy, M Johnson… - Journal of medical …, 2016 - jmir.org
Background In public health surveillance, measuring how information enters and spreads
through online communities may help us understand geographical variation in decision …

Online popularity and topical interests through the lens of instagram

E Ferrara, R Interdonato, A Tagarelli - … of the 25th ACM conference on …, 2014 - dl.acm.org
Online socio-technical systems can be studied as proxy of the real world to investigate
human behavior and social interactions at scale. Here we focus on Instagram, a media …

Online social network analysis: A survey of research applications in computer science

DB Kurka, A Godoy, FJ Von Zuben - arXiv preprint arXiv:1504.05655, 2015 - arxiv.org
The emergence and popularization of online social networks suddenly made available a
large amount of data from social organization, interaction and human behavior. All this …