A semantic recognition-based approach for car's concept design

Shih-Wen Hsiao, Ming Sheng Chang

Research output: Contribution to journalArticle

28 Citations (Scopus)

Abstract

A semantic recognition-based method for aiding the designer to do automotive concept design is addressed in this study. The human psychological responses to forms and colours of cars are quantified using membership functions. The effects of forms and colours on the image perceptions a person has of a car are analysed with the technique of analysis of variance (ANOVA). A consultative computer program for offering basic design information (form, colour, and design criteria) is constructed. With the aid of this program, five coloured car styles (arranged by size of membership functions) and the corresponding design criteria are suggested to the designer after he/she inputs the demanded image word/words for specifying the characteristic of a car in the concept design stage. In this way, not only the conceptual design is mastered by the designer more rapidly and the lead time of design stage is shortened, but the consumption psychology of consumers is grasped more precisely. And consequently, a product that more closely fits the demanded characteristics for most of the consumers can be designed in a shorter time.

Original languageEnglish
Pages (from-to)53-82
Number of pages30
JournalInternational Journal of Vehicle Design
Volume18
Issue number1
Publication statusPublished - 1997 Dec 1

Fingerprint

Railroad cars
Semantics
Membership functions
Color
Analysis of variance (ANOVA)
Conceptual design
Computer program listings

All Science Journal Classification (ASJC) codes

  • Automotive Engineering
  • Mechanical Engineering

Cite this

@article{a8bcd2837e4749d7ae66f0f68989bd73,
title = "A semantic recognition-based approach for car's concept design",
abstract = "A semantic recognition-based method for aiding the designer to do automotive concept design is addressed in this study. The human psychological responses to forms and colours of cars are quantified using membership functions. The effects of forms and colours on the image perceptions a person has of a car are analysed with the technique of analysis of variance (ANOVA). A consultative computer program for offering basic design information (form, colour, and design criteria) is constructed. With the aid of this program, five coloured car styles (arranged by size of membership functions) and the corresponding design criteria are suggested to the designer after he/she inputs the demanded image word/words for specifying the characteristic of a car in the concept design stage. In this way, not only the conceptual design is mastered by the designer more rapidly and the lead time of design stage is shortened, but the consumption psychology of consumers is grasped more precisely. And consequently, a product that more closely fits the demanded characteristics for most of the consumers can be designed in a shorter time.",
author = "Shih-Wen Hsiao and Chang, {Ming Sheng}",
year = "1997",
month = "12",
day = "1",
language = "English",
volume = "18",
pages = "53--82",
journal = "International Journal of Vehicle Design",
issn = "0143-3369",
publisher = "Inderscience Enterprises Ltd",
number = "1",

}

A semantic recognition-based approach for car's concept design. / Hsiao, Shih-Wen; Chang, Ming Sheng.

In: International Journal of Vehicle Design, Vol. 18, No. 1, 01.12.1997, p. 53-82.

Research output: Contribution to journalArticle

TY - JOUR

T1 - A semantic recognition-based approach for car's concept design

AU - Hsiao, Shih-Wen

AU - Chang, Ming Sheng

PY - 1997/12/1

Y1 - 1997/12/1

N2 - A semantic recognition-based method for aiding the designer to do automotive concept design is addressed in this study. The human psychological responses to forms and colours of cars are quantified using membership functions. The effects of forms and colours on the image perceptions a person has of a car are analysed with the technique of analysis of variance (ANOVA). A consultative computer program for offering basic design information (form, colour, and design criteria) is constructed. With the aid of this program, five coloured car styles (arranged by size of membership functions) and the corresponding design criteria are suggested to the designer after he/she inputs the demanded image word/words for specifying the characteristic of a car in the concept design stage. In this way, not only the conceptual design is mastered by the designer more rapidly and the lead time of design stage is shortened, but the consumption psychology of consumers is grasped more precisely. And consequently, a product that more closely fits the demanded characteristics for most of the consumers can be designed in a shorter time.

AB - A semantic recognition-based method for aiding the designer to do automotive concept design is addressed in this study. The human psychological responses to forms and colours of cars are quantified using membership functions. The effects of forms and colours on the image perceptions a person has of a car are analysed with the technique of analysis of variance (ANOVA). A consultative computer program for offering basic design information (form, colour, and design criteria) is constructed. With the aid of this program, five coloured car styles (arranged by size of membership functions) and the corresponding design criteria are suggested to the designer after he/she inputs the demanded image word/words for specifying the characteristic of a car in the concept design stage. In this way, not only the conceptual design is mastered by the designer more rapidly and the lead time of design stage is shortened, but the consumption psychology of consumers is grasped more precisely. And consequently, a product that more closely fits the demanded characteristics for most of the consumers can be designed in a shorter time.

UR - http://www.scopus.com/inward/record.url?scp=0030819188&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0030819188&partnerID=8YFLogxK

M3 - Article

VL - 18

SP - 53

EP - 82

JO - International Journal of Vehicle Design

JF - International Journal of Vehicle Design

SN - 0143-3369

IS - 1

ER -