Document similarity: a new measure using OWA

Ali Emrouznejad; Gholam R. Amin

doi:10.1109/FSKD.2009.817

Document similarity: a new measure using OWA

Ali Emrouznejad, Gholam R. Amin

Operations & Information Management

Research output: Chapter in Book/Published conference output › Conference publication

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.

Original language	English
Title of host publication	Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09
Editors	Yixin Chen, Hepu Deng, Degan Zhang, Yingyuan Xiao
Publisher	IEEE
Pages	186-190
Number of pages	5
Volume	7
ISBN (Print)	978-0-7695-3735-1
DOIs	https://doi.org/10.1109/FSKD.2009.817
Publication status	Published - 2009
Event	6th international conference on Fuzzy Systems and Knowledge Discovery - Tianjin, China Duration: 14 Aug 2009 → 16 Aug 2009

Conference

Conference	6th international conference on Fuzzy Systems and Knowledge Discovery
Abbreviated title	FSKD '09
Country/Territory	China
City	Tianjin
Period	14/08/09 → 16/08/09

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10.1109/FSKD.2009.817

Cite this

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title = "Document similarity: a new measure using OWA",

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.",

author = "Ali Emrouznejad and Amin, {Gholam R.}",

year = "2009",

doi = "10.1109/FSKD.2009.817",

language = "English",

isbn = "978-0-7695-3735-1",

volume = "7",

pages = "186--190",

editor = "Yixin Chen and Hepu Deng and Degan Zhang and Yingyuan Xiao",

booktitle = "Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09",

publisher = "IEEE",

address = "United States",

note = "6th international conference on Fuzzy Systems and Knowledge Discovery, FSKD '09 ; Conference date: 14-08-2009 Through 16-08-2009",

}

Emrouznejad, A & Amin, GR 2009, Document similarity: a new measure using OWA. in Y Chen, H Deng, D Zhang & Y Xiao (eds), Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. vol. 7, IEEE, pp. 186-190, 6th international conference on Fuzzy Systems and Knowledge Discovery, Tianjin, China, 14/08/09. https://doi.org/10.1109/FSKD.2009.817

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T1 - Document similarity

T2 - 6th international conference on Fuzzy Systems and Knowledge Discovery

AU - Emrouznejad, Ali

AU - Amin, Gholam R.

PY - 2009

Y1 - 2009

N2 - 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.

AB - 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.

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UR - http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5359979

U2 - 10.1109/FSKD.2009.817

DO - 10.1109/FSKD.2009.817

M3 - Conference publication

SN - 978-0-7695-3735-1

VL - 7

SP - 186

EP - 190

BT - Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09

A2 - Chen, Yixin

A2 - Deng, Hepu

A2 - Zhang, Degan

A2 - Xiao, Yingyuan

PB - IEEE

Y2 - 14 August 2009 through 16 August 2009

ER -

Document similarity: a new measure using OWA

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