Assessing credibility of weblogs

Victoria L. Rubin, Elizabeth D. Liddy

Research output: Chapter in Book/Report/Conference proceedingConference contribution

38 Scopus citations

Abstract

Credibility is a perceived quality and is evaluated with at least two major components: trustworthiness and expertise. Weblogs (or blogs) are a potentially fruitful genre for exploration of credibility assessment due to public disclosure of information that might reveal trustworthiness and expertise by webloggers (or bloggers) and availability of audience evaluations. The objectives of the planned exploratory study are to compile a list of factors that users take into account in credibility assessment of blog sites, order them in terms of users' perceived importance, and determine which factors can be recognized and evaluated with Natural Language Processing (NLP) techniques. With partial automation in mind, we propose an analytical framework for blog credibility assessment based on four profile factors: 1) the blogger's expertise and the amount of offline identity disclosure, 2) the blogger's trustworthiness (or the overtly stated value system including beliefs, goals, and values), 3) information quality, and 4) appeals of a personal nature. We describe a multi-stage study that combines a qualitative study of credibility judgments of blog-readers with NLP-based analysis of blogs. The study will elicit and test credibility assessment factors (Phase I), perform NLP-based blog profiling (Phase II), and content-analyze blog-readers' comments for partial profile matching (Phase III).

Original languageEnglish (US)
Title of host publicationComputational Approaches to Analyzing Weblogs - Papers from the AAAI Spring Symposium, Technical Report
Pages187-190
Number of pages4
StatePublished - Aug 21 2006
Event2006 AAAI Spring Symposium - Stanford, CA, United States
Duration: Mar 27 2006Mar 29 2006

Publication series

NameAAAI Spring Symposium - Technical Report
VolumeSS-06-03

Other

Other2006 AAAI Spring Symposium
CountryUnited States
CityStanford, CA
Period3/27/063/29/06

ASJC Scopus subject areas

  • Engineering(all)

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