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Using choquet integrals for evaluating citation indices in journal ranking

Beliakov, Gleb and James, Simon 2009, Using choquet integrals for evaluating citation indices in journal ranking, in EUROFUSE 2009 : Proceedings of the Eurofuse Workshop Preference Modelling and Decision Analysis, Public University of Navarra, [Pamplona, Spain ], pp. 1-6.

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Title Using choquet integrals for evaluating citation indices in journal ranking
Author(s) Beliakov, Gleb
James, Simon
Conference name Eurofuse Workshop Preference Modelling and Decision Analysis (2009 : Pamplona, Spain)
Conference location Pamplona, Spain
Conference dates 16-18 Sep. 2009
Title of proceedings EUROFUSE 2009 : Proceedings of the Eurofuse Workshop Preference Modelling and Decision Analysis
Editor(s) [Unknown]
Publication date 2009
Conference series Eurofuse Workshop on Preference Modelling and Decision Analysis
Start page 1
End page 6
Publisher Public University of Navarra
Place of publication [Pamplona, Spain ]
Keyword(s) Aggregation operators
Choquet integral
Ordinal classification
Summary The use of citation-based indices to evaluate the quality of journals is becoming increasingly widespread. Recently, ISI Web of Knowledge has begun to include three new indices in their journal statistics, including a 5-year impact factor. Here, we continue our earlier research which modeled the behavior of journal assessors based on some of these indices and the Choquet integral. We interpret the obtained fuzzy measures of many new datasets toward understanding the importance of these newly published indices and how indicative they may be of a journal's quality. The problem is one of ordinal classification, and the values of the best-fitting fuzzy measures can be obtained using the FMtools software package.
Language eng
Field of Research 080108 Neural, Evolutionary and Fuzzy Computation
Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences
HERDC Research category E1 Full written paper - refereed
ERA Research output type E Conference publication
HERDC collection year 2009
Persistent URL http://hdl.handle.net/10536/DRO/DU:30028983

Document type: Conference Paper
Collection: School of Information Technology
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