The structure of information pathways in a social communication network
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Social influence analysis in large-scale networks
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Tweet, Tweet, Retweet: Conversational Aspects of Retweeting on Twitter
HICSS '10 Proceedings of the 2010 43rd Hawaii International Conference on System Sciences
Social Community Analysis via a Factor Graph Model
IEEE Intelligent Systems
Factor graphs and the sum-product algorithm
IEEE Transactions on Information Theory
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Who will follow you back?: reciprocal relationship prediction
Proceedings of the 20th ACM international conference on Information and knowledge management
User oriented tweet ranking: a filtering approach to microblogs
Proceedings of the 20th ACM international conference on Information and knowledge management
On word-of-mouth based discovery of the web
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Who drive people to forward information: publisher or spreader?
Proceedings of the Fifth Workshop on Social Network Systems
There is more than complex contagion: an indirect influence analysis on Twitter
Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics
Discovering patterns of advertisement propagation in Sina-Microblog
Proceedings of the Sixth International Workshop on Data Mining for Online Advertising and Internet Economy
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on twitter and microblogging services, social recommender systems, and CAMRa2010: Movie recommendation in context
Predicting retweet behavior in weibo social network
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
On the prediction of re-tweeting activities in social networks: a report on WISE 2012 challenge
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Predicting retweeting behavior based on autoregressive moving average model
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
Co-factorization machines: modeling user interests and predicting individual decisions in Twitter
Proceedings of the sixth ACM international conference on Web search and data mining
Is news sharing on Twitter ideologically biased?
Proceedings of the 2013 conference on Computer supported cooperative work
Examining Multi-factor Interactions in Microblogging Based on Log-linear Modeling
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Analyzing User Retweet Behavior on Twitter
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Discovery of Interesting Users in Twitter by Overlapping Propagation Paths of Retweets
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Tweets Beget Propinquity: Detecting Highly Interactive Communities on Twitter Using Tweeting Links
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Who will retweet me?: finding retweeters in twitter
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Mining structural hole spanners through information diffusion in social networks
Proceedings of the 22nd international conference on World Wide Web
Learning to predict reciprocity and triadic closure in social networks
ACM Transactions on Knowledge Discovery from Data (TKDD)
Diffusion of innovations revisited: from social network to innovation network
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Predicting retweet count using visual cues
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Realtime analysis of information diffusion in social media
Proceedings of the VLDB Endowment
Social influence locality for modeling retweeting behaviors
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Prediction in a microblog hybrid network using bonacich potential
Proceedings of the 7th ACM international conference on Web search and data mining
Hi-index | 0.00 |
Retweeting is an important action (behavior) on Twitter, indicating the behavior that users re-post microblogs of their friends. While much work has been conducted for mining textual content that users generate or analyzing the social network structure, few publications systematically study the underlying mechanism of the retweeting behaviors. In this paper, we perform an interesting analysis for the problem on Twitter. We have found that almost 25.5% of the tweets posted by users are actually retweeted from friends' blog spaces. Our investigation unveils that for the retweet behaviors, some statistics still follows the power law distribution, while some others violate the state-of-the-art distribution for Web. Based on these important observations, we propose a factor graph model to predict users' retweeting behaviors. Experimental results on the Twitter data set show that our method can achieve a precision of 28.81% and recall of 37.33% for prediction of the retweet behaviors.