Conference proceedings

(Citation needed): Filling in wikipedia's citation shaped holes

Jack K, L??pez-Garc??a P, Hristakeva M, Kern R ...see all

CEUR Workshop Proceedings, vol. 1143 (2014) pp. 45-52 Published by CEUR-WS

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Abstract

Wikipedia authors cite external references to support claims made in their articles in order to increase their validity. A large number of claims, however, do not have supporting citations, putting them in question. In this paper, we describe a study in which we attempt to retrieve relevant citations for claims using a variety of information retrieval algorithms. These algorithms are inspired by bibliometric and altmetric insights that exploit readership data from Mendeley's community and rerank results using a Bradfordising approach. The results of the small scale study indicate that both of these approaches can improve upon basic keyword-based search, typically used in digital libraries, in order to return relevant documents for unsupported claims.

Author-supplied keywords

  • Altmetrics
  • Bibliometrics
  • Digital Libraries
  • Wikipedia

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