In this article, we aim to reveal the information propagation patterns in Sina Weibo, the biggest microblogging service in China. First, the cascade of each ...

To reveal the propagation patterns, We then group these message cascades using K-means clustering algorithm. Analysis of the resulted clusters reveals the ...

Discovering Information Propagation Patterns in Microblogging Services. record by Xinjiang Lu • Discovering Information Propagation Patterns in Microblogging ...

Jan 20, 2020 · This study utilizes the features of Petri nets to portray the user behavior states during the message propagation of a micro-blog network.

This paper introduces a new method for automatically detecting rumors circu- lated in social media through observing their propagation patterns as distinct from ...

That is, the true propagation pattern of the root is a subgraph of the UBI tree and a supergraph of the LBI tree. The LBI and UBI trees can be constructed using ...

Nov 5, 2020 · We develop a novel topic-driven rumor detection (TDRD) framework to determine whether a post is a rumor only according to its source microblog.

The third, broadcast news propagation pattern, encompasses the posts citing earlier publications of remote (in terms of the underlying social network) users.

The present study investigated participants' propensity to repost microblog messages of positive, negative, or neutral valence, and studied the neural ...

We developed a Multinomial Naïve Bayes Classifier to categorize the microblog posts into five types according to the text content of posts.