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A Study on Multiattribute Aggregation Approaches to Product Recommendation
Joint Authors
Nakamori, Yoshiteru
Jin, Jing-Zhong
Wierzbicki, Andrzej P.
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-06-17
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Information Technology and Computer Science
Abstract EN
In today’s increasingly competitive market, consumers usually have to face a huge number of products with different designs but having the same use.
Therefore, an important problem for manufacturers is to attract consumers by special designs of the products.
This paper aims at the improvement of a consumer-oriented approach in recommending products, and proposing a recommendation system for Japanese traditional crafts based on target-oriented fuzzy method and ontological engineering.
Specifically, a target-oriented fuzzy method is used for measuring the fitness of a selected attribute to a certain object.
Two aggregation models for dealing with a multiattribute evaluation and ranking are introduced; four ranking methods are also examined for getting a recommendation list.
To test the aggregation models and the ranking methods, a recommendation system was developed and a comparison test was conducted.
American Psychological Association (APA)
Jin, Jing-Zhong& Nakamori, Yoshiteru& Wierzbicki, Andrzej P.. 2013. A Study on Multiattribute Aggregation Approaches to Product Recommendation. Advances in Fuzzy Systems،Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-499591
Modern Language Association (MLA)
Jin, Jing-Zhong…[et al.]. A Study on Multiattribute Aggregation Approaches to Product Recommendation. Advances in Fuzzy Systems No. 2013 (2013), pp.1-11.
https://search.emarefa.net/detail/BIM-499591
American Medical Association (AMA)
Jin, Jing-Zhong& Nakamori, Yoshiteru& Wierzbicki, Andrzej P.. A Study on Multiattribute Aggregation Approaches to Product Recommendation. Advances in Fuzzy Systems. 2013. Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-499591
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-499591