Document similarity: a new measure using OWA

Authors:
Ali Emrouznejad;Gholam R. Amin
Affiliations:
Aston Business School, Aston University, Birmingham, UK;Department of Computer Engineering, Postgraduate Engineering Centre, Islamic Azad University, Tehran, Iran
Venue:
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 7
Year:
2009

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Abstract

In this paper, we propose a new similarity measure to compute the pair-wise similarity of text-based documents based on patterns of the words in the documents. First we develop a kappa measure for pair-wise comparison of documents then we use ordered weighting averaging operator to define a document similarity measure for a set of documents.