DocumentCode
2766589
Title
Document Similarity: A New Measure Using OWA
Author
Emrouznejad, Ali ; Amin, Gholam R.
Author_Institution
Aston Bus. Sch., Aston Univ., Birmingham, UK
Volume
7
fYear
2009
fDate
14-16 Aug. 2009
Firstpage
186
Lastpage
190
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.
Keywords
pattern classification; text analysis; document similarity measure; kappa measure; ordered weighted average; pairwise similarity measure; text based documents; Decision making; Decision support systems; Fuzzy systems; Information management; Knowledge engineering; Knowledge management; Metasearch; Open wireless architecture; Risk analysis; Web search; Document similarity; OWA; text mining;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location
Tianjin
Print_ISBN
978-0-7695-3735-1
Type
conf
DOI
10.1109/FSKD.2009.817
Filename
5359979
Link To Document