A survey of information cascade analysis: Models, predictions, and recent advances
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 …
microblogs and scientific papers, to online business, such as viral marketing and advertising …
Deephawkes: Bridging the gap between prediction and understanding of information cascades
Online social media remarkably facilitates the production and delivery of information,
intensifying the competition among vast information for users' attention and highlighting the …
intensifying the competition among vast information for users' attention and highlighting the …
Information diffusion prediction via recurrent cascades convolution
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 …
spanning from identifying viral marketing and fake news to precise recommendation and …
Hawkestopic: A joint model for network inference and topic modeling from text-based cascades
Understanding the diffusion of information in social network and social media requires
modeling the text diffusion process. In this work, we develop the HawkesTopic model (HTM) …
modeling the text diffusion process. In this work, we develop the HawkesTopic model (HTM) …
Rise and fall patterns of information diffusion: model and implications
The recent explosion in the adoption of search engines and new media such as blogs and
Twitter have facilitated faster propagation of news and rumors. How quickly does a piece of …
Twitter have facilitated faster propagation of news and rumors. How quickly does a piece of …
[HTML][HTML] Searching for superspreaders of information in real-world social media
A number of predictors have been suggested to detect the most influential spreaders of
information in online social media across various domains such as Twitter or Facebook. In …
information in online social media across various domains such as Twitter or Facebook. In …
Information diffusion in online social networks: A survey
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 …
of effort have been made in order to understand this phenomenon, ranging from popular …
Expecting to be hip: Hawkes intensity processes for social media popularity
Modeling and predicting the popularity of online content is a significant problem for the
practice of information dissemination, advertising, and consumption. Recent work analyzing …
practice of information dissemination, advertising, and consumption. Recent work analyzing …
Feature driven and point process approaches for popularity prediction
Predicting popularity, or the total volume of information outbreaks, is an important
subproblem for understanding collective behavior in networks. Each of the two main types of …
subproblem for understanding collective behavior in networks. Each of the two main types of …
Comparing information diffusion mechanisms by matching on cascade size
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 …
how information diffusions differ, scholars compare structural properties of the paths taken …