Modeling Rumors in Twitter

Abstract

With the advent of web 2.0 and anonymous free Internet services available to almost everyone, social media has gained immense popularity in disseminating information. It has become an effective channel for advertising and viral marketing. People rely on social networks for news, communication and it has become an integral part of our daily lives. But due to the limited accountability of users, it is often misused for the spread of rumors. Such rumor diffusion hampers the credibility of social media and may spread social panic. Analyzing rumors in social media has gained immense attention from the researchers in the past decade. In this paper the authors provide a survey of work in rumor analysis, which will serve as a stepping-stone for new researchers. They organized the study of rumors into four categories and discussed state of the art papers in each with an in-depth analysis of results of different models used and a comparative analysis between approaches used by different authors.

Detection and Resolution of Rumours in Social Media

“…While many studies have explored the diffusion of rumours, an exhaustive analysis of these studies is not within the scope of this survey article, which focuses instead on research concerning development of approaches to detect and resolve rumours. To read more about studies looking at the diffusion of rumours, we recommend the surveys by Serrano et al (2015) and Walia and Bhatia (2016).…”