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Assessing trustworthiness in collaborative environments

Published: 08 January 2013 Publication History

Abstract

Collaborative environments, specifically those concerning information creation and exchange, increasingly demand notions of trust and accountability. In the absence of explicit authority, the quality of information is often unknown. Using Wikipedia edit sequences as a use case scenario, we detail experiments in the determination of community-based user and document trust. Our results show success in answering the first of many research questions: Provided a user's edit history, is a given edit to a document positively contributing to its content? We detail how the ability to answer this question provides a preliminary framework towards a better model for collaborative trust and discuss subsequent areas of research necessary to broaden its utility and scope.

Supplementary Material

a52-segall.pdf (a52-segall_supp.pdf)
Supplemental file.

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Published In

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CSIIRW '13: Proceedings of the Eighth Annual Cyber Security and Information Intelligence Research Workshop
January 2013
282 pages
ISBN:9781450316873
DOI:10.1145/2459976

Sponsors

  • Los Alamos National Labs: Los Alamos National Labs
  • Sandia National Labs: Sandia National Laboratories
  • DOE: Department of Energy
  • Oak Ridge National Laboratory
  • Lawrence Livermore National Lab.: Lawrence Livermore National Laboratory
  • BERKELEYLAB: Lawrence National Berkeley Laboratory
  • Argonne Natl Lab: Argonne National Lab
  • Idaho National Lab.: Idaho National Laboratory
  • Pacific Northwest National Laboratory
  • Nevada National Security Site: Nevada National Security Site

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 08 January 2013

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Author Tags

  1. Wikipedia
  2. collaborative trust
  3. cyber analytics

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  • Research-article

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CSIIRW '13
Sponsor:
  • Los Alamos National Labs
  • Sandia National Labs
  • DOE
  • Lawrence Livermore National Lab.
  • BERKELEYLAB
  • Argonne Natl Lab
  • Idaho National Lab.
  • Nevada National Security Site
CSIIRW '13: Cyber Security and Information Intelligence
January 8 - 10, 2013
Tennessee, Oak Ridge, USA

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