DocumentCode
2130329
Title
Using Twitter´s Mentions for Efficient Emergency Message Propagation
Author
Itakura, Kelly Y. ; Sonehara, Noboru
Author_Institution
Res. Organ. of Inf. & Syst., Nat. Inst. of Inf., Tokyo, Japan
fYear
2013
fDate
2-6 Sept. 2013
Firstpage
530
Lastpage
537
Abstract
Using social media such as Twitter for emergency message propagation in times of crisis is widely thought to be a good addition to other traditional emergency population warning systems such as televisions. At the same time, most studies on Twitter influence propagation focus on retweetability of tweets. In this paper, we propose the importance of Twitter´s mention function as another method of message propagation. Specifically, we show that graphs constructed from Twitter´s retweet, mention, and reply functions show structural differences suggesting that using the mention function is the most efficient method of reaching the mass audience. Moreover, we show that influencers are the most prominent on the mention graph. From these analysis we conclude that we need further research in the direction of non-traditional methods of population warning systems. Further, this is the first paper that characterizes the structural differences of the retweet/mention/reply graphs in Twitter.
Keywords
graph theory; information retrieval; social networking (online); Twitter mention function; Twitter reply function; Twitter retweet function; emergency message propagation; mass audience; mention graph; reply graph; retweet graph; social media; tweet retweetability; Alarm systems; Media; Sociology; Statistics; Tsunami; Twitter; Twitter; information retrieval; information security; social network services;
fLanguage
English
Publisher
ieee
Conference_Titel
Availability, Reliability and Security (ARES), 2013 Eighth International Conference on
Conference_Location
Regensburg
Type
conf
DOI
10.1109/ARES.2013.70
Filename
6657286
Link To Document