Rough Kansei Mining Model for Market-Oriented Product Design

المؤلفون المشاركون

Aydoğan, E. K.
Akgül, Esra
Özmen, Mihrimah
Sinanoğlu, Cem

المصدر

Mathematical Problems in Engineering

العدد

المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-11، 11ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2020-05-12

دولة النشر

مصر

عدد الصفحات

11

التخصصات الرئيسية

هندسة مدنية

الملخص EN

Companies need to develop new products towards customer's satisfaction in order to survive in the boom and bust cycle in todays’ economy.

The capturing of customer satisfaction depends on customer needs, and generally, understanding emotions has a challenge for designers.

Kansei engineering is a type of methodology to help customers and designers analyze needs and emotion for the new product development.

Producing new product design with Kansei data increases customer satisfaction and helps to reach market goals.

In this study, a market-oriented baby cradle design methodology is proposed, and we obtain the new product strategies with association rule extraction by using rough set theory.

To obtain efficient rules, beforehand we selected sales knowledge-related Kansei words with our proposed approach: cost-based and multiclass decision-theoretic rough set (DTRS) attribute reduction.

The new product design strategies which are obtained with proposed design methodology are consistent with customer expectations (mood space) and expert opinions (design team).

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Akgül, Esra& Özmen, Mihrimah& Sinanoğlu, Cem& Aydoğan, E. K.. 2020. Rough Kansei Mining Model for Market-Oriented Product Design. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1196629

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Akgül, Esra…[et al.]. Rough Kansei Mining Model for Market-Oriented Product Design. Mathematical Problems in Engineering No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1196629

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Akgül, Esra& Özmen, Mihrimah& Sinanoğlu, Cem& Aydoğan, E. K.. Rough Kansei Mining Model for Market-Oriented Product Design. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1196629

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1196629