Network Analysis of User Generated Content Quality in Wikipedia
Authors | Myshkin Ingawale Amitava Dutta Rahul Kumar Roy Priya Seetharaman |
|---|---|
Publication date | 2013 |
ISSN | 14684527 |
DOI | 10.1108/OIR-03-2011-0182 |
Links |
Network Analysis of User Generated Content Quality in Wikipedia - scientific work about Wikipedia quality published in 2013, written by Myshkin Ingawale, Amitava Dutta, Rahul Kumar Roy and Priya Seetharaman.
Overview
Purpose - Social media platforms allow near-unfettered creation and exchange of user generated content (UGC). Drawing from network science, the purpose of this paper is to examine whether high and low quality UGC differ in their connectivity structures in Wikipedia (which consists of interconnected user generated articles). Design/methodology/approach - Using Featured Articles as a proxy for high quality, a network analysis was undertaken of the revision history of six different language Wikipedias, to offer a network-centric explanation for the emergence of quality in UGC. Findings - The network structure of interactions between articles and contributors plays an important role in the emergence of quality. Specifically the analysis reveals that high-quality articles cluster in hubs that span structural holes. Research limitations/implications - The analysis does not capture the strength of interactions between articles and contributors. The implication of this limitation is that quality is viewed as a binary variable. Extensions to this research will relate strength of interactions to different levels of quality in UGC. Practical implications - The findings help harness the "wisdom of the crowds" effectively. Organisations should nurture users and articles at the structural hubs from an early stage. This can be done through appropriate design of collaborative knowledge systems and development of organisational policies to empower hubs. Originality/value - The network centric perspective on quality in UGC and the use of a dynamic modelling tool are novel. The paper is of value to researchers in the area of social computing and to practitioners implementing and maintaining such platforms in organisations.
Embed
Wikipedia Quality
Ingawale, Myshkin; Dutta, Amitava; Roy, Rahul Kumar; Seetharaman, Priya. (2013). "[[Network Analysis of User Generated Content Quality in Wikipedia]]". Online Information Review Volume 37, Issue 4, 2013, Article number 17094552, pp. 602-619. ISSN: 14684527. DOI: 10.1108/OIR-03-2011-0182.
English Wikipedia
{{cite journal |last1=Ingawale |first1=Myshkin |last2=Dutta |first2=Amitava |last3=Roy |first3=Rahul Kumar |last4=Seetharaman |first4=Priya |title=Network Analysis of User Generated Content Quality in Wikipedia |date=2013 |issn=14684527 |doi=10.1108/OIR-03-2011-0182 |url=https://wikipediaquality.com/wiki/Network_Analysis_of_User_Generated_Content_Quality_in_Wikipedia |journal=Online Information Review Volume 37, Issue 4, 2013, Article number 17094552, pp. 602-619}}
HTML
Ingawale, Myshkin; Dutta, Amitava; Roy, Rahul Kumar; Seetharaman, Priya. (2013). "<a href="https://wikipediaquality.com/wiki/Network_Analysis_of_User_Generated_Content_Quality_in_Wikipedia">Network Analysis of User Generated Content Quality in Wikipedia</a>". Online Information Review Volume 37, Issue 4, 2013, Article number 17094552, pp. 602-619. ISSN: 14684527. DOI: 10.1108/OIR-03-2011-0182.
