Confirmatory Analysis on Influencing Factors When Mention Users in Twitter
Nowadays,Twitter has become an important platform to expand the diffusion of information or advertisement.Mention is a new feature on Twitter.By mentioning users in a tweet,they will receive notifications and their possible retweets may help to initiate large cascade diffusion of the tweet.To enhance a tweets diffusion by finding the right persons to mention,in this paper,we propose three factors that probably have impact on tweets diffusion.Specifically,these factors are user vulnerability,users online status and spatial location.In this paper,the issuewhom to mention when tweetingis transformed to the issuechoosing users who have higher probability to retweet.By analyzing users retweet behaviors,online status and userslocation in Twitter,we confirm these three factors.Experiments were conducted on a real dataset from Twitter containing about 49,253 users and 563,758 tweets in a target community,and results show that these three factors all have significant impacts on retweeting and information diffusion.
Twitter Retweet Mention Recommendation
Yueyang Li Zhaoyun Ding Xin Zhang Bo Liu Weice Zhang
College of Information Systems and Management,National University of Defense Technology,Changsha 410 Airforce Electromagnetic Spectrum Management Center,Nanjing,China Nanchang Institute of Army,Nanchang,China
国际会议
International Asia-Pacific Web Conference(第18届国际亚太互联网大会)
苏州
英文
112-121
2016-09-23（万方平台首次上网日期，不代表论文的发表时间）