Dynamics of information diffusion and its applications on complex networks

ZK Zhang, C Liu, XX Zhan, X Lu, CX Zhang, YC Zhang - Physics Reports, 2016 - Elsevier
The ongoing rapid expansion of the Word Wide Web (WWW) greatly increases the
information of effective transmission from heterogeneous individuals to various systems …

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 …

Spread of hate speech in online social media

B Mathew, R Dutt, P Goyal, A Mukherjee - Proceedings of the 10th ACM …, 2019 - dl.acm.org
Hate speech is considered to be one of the major issues currently plaguing the online social
media. With online hate speech culminating in gruesome scenarios like the Rohingya …

Comparing information diffusion mechanisms by matching on cascade size

JL Juul, J Ugander - … of the National Academy of Sciences, 2021 - National Acad Sciences
Do some types of information spread faster, broader, or further than others? To understand
how information diffusions differ, scholars compare structural properties of the paths taken …

Charting the landscape of online cryptocurrency manipulation

L Nizzoli, S Tardelli, M Avvenuti, S Cresci… - IEEE …, 2020 - ieeexplore.ieee.org
Cryptocurrencies represent one of the most attractive markets for financial speculation. As a
consequence, they have attracted unprecedented attention on social media. Besides …

SentiDiff: combining textual information and sentiment diffusion patterns for Twitter sentiment analysis

L Wang, J Niu, S Yu - IEEE Transactions on Knowledge and …, 2019 - ieeexplore.ieee.org
Twitter sentiment analysis has become a hot research topic in recent years. Most of existing
solutions to Twitter sentiment analysis basically only consider textual information of Twitter …

Exploiting investors social network for stock prediction in China's market

X Zhang, J Shi, D Wang, B Fang - Journal of computational science, 2018 - Elsevier
Recent works have shown that social media platforms are able to influence the trends of
stock price movements. However, existing works have major focused on the US stock market …

The lifecycle and cascade of wechat social messaging groups

J Qiu, Y Li, J Tang, Z Lu, H Ye, B Chen… - Proceedings of the 25th …, 2016 - dl.acm.org
Social instant messaging services are emerging as a transformative form with which people
connect, communicate with friends in their daily life they catalyze the formation of social …

HeDAN: Heterogeneous diffusion attention network for popularity prediction of online content

X Jia, J Shang, D Liu, H Zhang, W Ni - Knowledge-Based Systems, 2022 - Elsevier
Popularity prediction of online content over social media platforms is a valuable and
challenging issue, the core of which lies in how to capture predictive factors from available …

Modelling of information diffusion on social networks with applications to WeChat

L Liu, B Qu, B Chen, A Hanjalic, H Wang - Physica A: Statistical Mechanics …, 2018 - Elsevier
Traces of user activities recorded in online social networks open new possibilities to
systematically understand the information diffusion process on social networks. From the …