Title :
Infer the relationship of reintroduce in microblogs
Author :
Zhaoyun Ding ; Lei Deng ; Bingying Xu ; Hui Zhao ; Yan Jia ; Bin Zhou
Author_Institution :
Sch. of Comput., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
In microblogs contexts like Twitter, a large number of users retweet messages by making use of an informal convention such as "RT @user" or "via ©user". However, there are lots of users reintroducing tweets which are similar with the tweets previously posted by other users, but without acknowledgement of a source with an informal convention such as "RT @user" or "via ©user". In this paper, we will infer the relationship of reintroduce in microblogs by the distribution of the time interval and the similarity of two tweets and find the acknowledgement of a source. Experiments were conducted on a real dataset from Twitter containing about 0.26 million users and 2.7 million tweets. Experimental results indicate that out method is effective to infer the relationship of reintroduce.
Keywords :
social networking (online); Twitter; message retweeting; microblogs contexts; reintroduce relationship;
Conference_Titel :
Advanced Computational Intelligence (ICACI), 2012 IEEE Fifth International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4673-1743-6
DOI :
10.1109/ICACI.2012.6463165