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このアイテムの引用には次の識別子を使用してください:
http://hdl.handle.net/10119/10878
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| タイトル: | A group nonadditive multiattribute consumer-oriented Kansei evaluation model with an application to traditional crafts |
| 著者: | Yan, Hong-Bin
Huynh, Van-Nam
Nakamori, Yoshiteru |
| キーワード: | Kansei data
semantic overlapping
target-oriented Kansei evaluation
nonadditive multiattribute Kansei evaluation
hand-painted Kutani cups |
| 発行日: | 2011-01-11 |
| 出版者: | Springer |
| 誌名: | Annals of Operations Research |
| 巻: | 195 |
| 号: | 1 |
| 開始ページ: | 325 |
| 終了ページ: | 354 |
| DOI: | 10.1007/s10479-010-0826-7 |
| 抄録: | The aesthetic aspects of products have become critical factors in achieving higher consumer satisfaction. This study deals with evaluation of commercial products according to the Kansei, which is an individual subjective impression reflecting the aesthetic appeal of products. To do so, we have proposed a three-phase group nonadditive multiattribute Kansei evaluation model. Particularly, a novel approach is first proposed to generate Kansei profiles involving fuzzy uncertainty as well as semantic overlapping of Kansei data. Second, a target-oriented Kansei evaluation function is proposed to induce Kansei satisfaction utility according to a consumer’s personal Kansei preference, which provides a good description of the consumer’s preference. Third, after formulating a general multiattribute target-oriented (MATO) Kansei evaluation function, a nonadditive MATO Kansei evaluation function is proposed based on an analogy between the general MATO Kansei evaluation function and the Choquet integral, in which an entropy-based method is utilized to estimate the fuzzy measure on a subset of Kansei attributes. The main advantages of our model are its abilities to deal with semantic overlapping of Kansei data, different types of personalized Kansei preferences, as well as mutual dependence among multiple Kansei preferences. An application to Kansei evaluation for hand-painted Kutani cups, one of the traditional craft items in Japan, is conducted to illustrate how our model works as well as its effectiveness and advantages. |
| Rights: | This is the author-created version of Springer, Hong-Bin Yan, Van-Nam Huynh, Yoshiteru Nakamori, Annals of Operations Research, 195(1), 2011, 325-354. The original publication is available at www.springerlink.com, http://dx.doi.org/10.1007/s10479-010-0826-7 |
| URI: | http://hdl.handle.net/10119/10878 |
| 資料タイプ: | author |
| 出現コレクション: | a10-1. 雑誌掲載論文 (Journal Articles)
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このアイテムのファイル:
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記述 |
サイズ | 形式 |
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| 17227.pdf | | 820Kb | Adobe PDF | 見る/開く |
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