Crowdsourcing, attention and productivity

@article{Huberman2009CrowdsourcingAA,
  title={Crowdsourcing, attention and productivity},
  author={Bernardo A. Huberman and Daniel M. Romero and Fang Wu},
  journal={Journal of Information Science},
  year={2009},
  volume={35},
  pages={758 - 765}
}
We show through an analysis of a massive data set from YouTube that the productivity exhibited in crowdsourcing exhibits a strong positive dependence on attention, measured by the number of downloads. Conversely, a lack of attention leads to a decrease in the number of videos uploaded and the consequent drop in productivity, which in many cases asymptotes to no uploads whatsoever. Moreover, short-term contributors compare their performance to the average contributor’s performance while long… 
View on SAGE
arxiv.org
313 Citations
Highly Influential Citations
27
Background Citations
154
Methods Citations
16
Results Citations
4

Figures and Tables from this paper

313 Citations

Feedback Loops of Attention in Peer Production
TLDR
It is demonstrated that submitters who stop receiving attention tend to stop contributing, while prolific contributors attract an ever increasing number of offollowers and their attention in a feedback loop, leading to the observed power law in the number of contributions per user.
Perspectives on crowdsourcing annotations for natural language processing
TLDR
A faceted analysis of crowdsourcing from a practitioner’s perspective is provided, and how the major crowdsourcing genres fill different parts of this multi-dimensional space is summarized.
Crowdsourcing not all sourced by the crowd: An observation on the behavior of Wikipedia participants
Invited talk: Social attention in the age of the web
The past decade has witnessed a momentous transformation in the way people interact, create and exchange information. Content is now coactively produced, shared, classified, and rated on the Web by…
Finding the diamond in the rough: Exploring communication and platform in crowdsourcing performance
TLDR
The Peer Vetted Ideas model is proposed as an explanation of elements that affect performance in crowdsourcing for creative ideation solutions and indicates that crowdsourcing is not always a meritocratic process to produce the objective “best” ideas, but rather depends on subjective communicative, temporal, and platform factors.
Building social translucence in a crowdsourcing process: A case study of Miui.com
Guess who?: enriching the social graph through a crowdsourcing game
TLDR
A novel crowdsourcing approach that uses a game to help enrich and expand the social network topology is suggested that rapidly collects large volumes of valid information that can be used to enrich and reinforce an existing social network site's data.
Sabotage in idea competitions of crowdsourcing communities: forms, extent, and Impact of destructive behavior
Crowdsourcing has become a prominent means for idea generation in NPD. Often firms rely on the help of crowdsourcing platforms who act as intermediaries that connect, translate, and facilitate the…
Crowdsourcing 1 Running head: CROWDSOURCING Crowdsourcing: A Model for Leveraging Online Communities
Author note: Daren C. Brabham, Ph.D., is an assistant professor in the School of Journalism and Mass Communication at the University of North Carolina at Chapel Hill. Early iterations of the…
The Distribution of Online Reputation: Audience and Influence of Musicians on MySpace
TLDR
This work extracts a sample of MySpace Music by parsing the artists’ pages and following the “best friend” links, showing that the online fame is composed by two independent features: the audience, dominated by the major companies’ artists, and the influence, more associated with independent labels.
...
...

References

SHOWING 1-10 OF 35 REFERENCES
Strong regularities in online peer production
TLDR
Strong macroscopic regularities in how people contribute to peer production systems are described, and it is demonstrated to hold across hundreds of millions of contributions to four disparatepeer production systems of differing scope, interface style, and purpose.
An Empirical Analysis of Network Externalities in Peer-to-Peer Music-Sharing Networks
TLDR
The results suggest that the optimal size of these centralized P2P networks is bounded--At some point the costs that a marginal user imposes on the network will exceed the value they provide to the network.
An Empirical Analysis of Network Externalities in Peer-to-Peer Music Sharing Networks
TLDR
Together these results suggest that the optimal size of peer-to-peer networks is bounded — at some point the costs a marginal user imposes on the network will exceed the value they provide.
Scientific Communication--A Vanity Fair?
Success in science is rewarded with attention. Citation represents a fee paid through transfer of some of the attention earned by the citing author to the cited author. An economy of attention links…
Predicting the popularity of online content
Early patterns of Digg diggs and YouTube views reflect long-term user interest.
The Role of Status-Seeking in Online Communities: Giving the Gift of Experience
TLDR
Using theories of status seeking and self-presentation, the ways in which consumers construct status in online consumer communities are investigated, revealing insights into the strategies behind constructing a digital status and the rise of online systems to promote celebrity status within online communities.
Free Riding on Gnutella Revisited: The Bell Tolls?
A new analysis of free riding on the Gnutella network updates data from 2000 and points to an increasing downgrade in the network's overall performance and the emergence of a "metatragedy" of the…
Free Riding on Gnutella
TLDR
It is argued that free riding leads to degradation of the system performance and adds vulnerability to the system, and copyright issues might become moot compared to the possible collapse of such systems.
A Framework for Collective Open Innovation
The actions of collectives who primarily meet on-line have recently captured the attention of the media, general public, business executives, and academics. File-sharing, open-source, and computer…
THE DYNAMICS OF SOCIAL DILEMMAS
76 SCIENTIFIC AMERlCAN March 1994 I magine that you and a group of friends are dining at a fine restaurant \vith an unspoken agreement to dh1de the check evenly. What do you order? Do you choose the…
...
...