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Computing Trust from Revision History

Authors: Honglei Zeng, Maher Alhossaini, Li Ding, Richard Fikes, and Deborah L. McGuinness

Book Title: Proceedings of the 2006 International Conference on Privacy, Security and Trust

Date: October 30, 2006

Abstract: A new model of distributed, collaborative information evolution is emerging. As exemplified in Wikipedia, online collaborative information repositories are being generated, updated, and maintained by a large and diverse community of users. Issues concerning trust arise when content is generated and updated by diverse populations. Since these information repositories are constantly under revision, trust determination is not simply a static process. In this paper, we explore ways of utilizing the revision history of an article to assess the trustworthiness of the article. We then present an experiment where we used this revision history-based trust model to assess the trustworthiness of a chain of successive versions of articles in Wikipedia and evaluated the assessments produced by the model.

Type: InProceedings

Tags: trust, wikipedia

Google Scholar: V3eGfOR7p1IJ

Number of Google Scholar citations: 55 [show citations]

Number of downloads: 2085

 

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