The effect of wording on message propagation: Topic- and author-controlled natural experiments on Twitter
@article{Tan2014TheEO, title={The effect of wording on message propagation: Topic- and author-controlled natural experiments on Twitter}, author={Chenhao Tan and Lillian Lee and B. Pang}, journal={ArXiv}, year={2014}, volume={abs/1405.1438} }
Consider a person trying to spread an important message on a social network. He/she can spend hours trying to craft the message. Does it actually matter? While there has been extensive prior work looking into predicting popularity of social-media content, the effect of wording per se has rarely been studied since it is often confounded with the popularity of the author and the topic. To control for these confounding factors, we take advantage of the surprising fact that there are many pairs of… CONTINUE READING
Supplemental Presentations
Figures, Tables, and Topics from this paper
Paper Mentions
136 Citations
Time sensitivity-based popularity prediction for online promotion on Twitter
- Computer Science
- Inf. Sci.
- 2020
- 1
The Trumpiest Trump? Identifying a Subject's Most Characteristic Tweets
- Computer Science
- EMNLP/IJCNLP
- 2019
- PDF
Causal Effects of Brevity on Style and Success in Social Media
- Computer Science, Psychology
- Proc. ACM Hum. Comput. Interact.
- 2019
- 3
- Highly Influenced
- PDF
Retweet Wars: Tweet Popularity Prediction via Dynamic Multimodal Regression
- Computer Science
- 2018 IEEE Winter Conference on Applications of Computer Vision (WACV)
- 2018
- 16
- PDF
References
SHOWING 1-10 OF 42 REFERENCES
RT to Win! Predicting Message Propagation in Twitter
- Computer Science
- ICWSM
- 2011
- 343
- Highly Influential
- PDF
Want to be Retweeted? Large Scale Analytics on Factors Impacting Retweet in Twitter Network
- Computer Science
- 2010 IEEE Second International Conference on Social Computing
- 2010
- 1,022
- Highly Influential
- PDF
What's in a hashtag?: content based prediction of the spread of ideas in microblogging communities
- Computer Science
- WSDM '12
- 2012
- 356
- PDF
What is Twitter, a social network or a news media?
- Computer Science, Political Science
- WWW '10
- 2010
- 5,942
- PDF
What's in a Name? Understanding the Interplay between Titles, Content, and Communities in Social Media
- Sociology, Computer Science
- ICWSM
- 2013
- 115
- Highly Influential
- PDF