Title :
Feedback Loops of Attention in Peer Production
Author :
Wu, Fang ; Wilkinson, Dennis M. ; Huberman, Bernardo A.
Author_Institution :
HP Labs., Palo Alto, CA, USA
Abstract :
A significant percentage of online content is now published and consumed via the mechanism of crowdsourcing. While any user can contribute to these forums, a disproportionately large percentage of the content is submitted by very active and devoted users, whose continuing participation is key to the sites´ success. As we show, people´s propensity to keep participating increases the more they contribute, suggesting motivating factors which increase over time. This paper demonstrates that submitters who stop receiving attention tend to stop contributing, while prolific contributors attract an ever increasing number of followers and their attention in a feedback loop. We demonstrate that this mechanism leads to the observed power law in the number of contributions per user and support our assertions by an analysis of hundreds of millions of contributions to top content sharing Web sites Digg.com and Youtube.com.
Keywords :
Web sites; social aspects of automation; content sharing Web sites; crowdsourcing; feedback loops; online content; peer production; Blogs; Displays; Fans; Feedback loop; Internet; Peer to peer computing; Production; Testing; Video sharing; YouTube; attention; crowdsourcing; peer production; reinforcement;
Conference_Titel :
Computational Science and Engineering, 2009. CSE '09. International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
978-1-4244-5334-4
Electronic_ISBN :
978-0-7695-3823-5
DOI :
10.1109/CSE.2009.430