A DATA-DRIVEN APPROACH for CREATIVE CONCEPT GENERATION and EVALUATION

J. Han; H. Forbes; F. Shi; J. Hao; D. Schaefer

doi:10.1017/dsd.2020.5

A DATA-DRIVEN APPROACH for CREATIVE CONCEPT GENERATION and EVALUATION

J. Han, H. Forbes, F. Shi, J. Hao, D. Schaefer

机械与车辆学院

科研成果: 期刊稿件 › 会议文章 › 同行评审

31 引用（Scopus）

摘要

Conceptual design, as an early phase of the design process, is known to have the highest impact on determining the innovation level of design results. Although many tools exist to support designers in conceptual design, additional knowledge, especially knowledge related to emerging technologies, is still often needed. In this paper the authors aim to propose a data-driven creative concept generation and evaluation approach to support designers in incorporating emerging technologies in the new product early development stage. The approach is demonstrated by means of an illustrated example.

源语言	英语
页（从-至）	167-176
页数	10
期刊	Proceedings of the Design Society: DESIGN Conference
卷	1
DOI	https://doi.org/10.1017/dsd.2020.5
出版状态	已出版 - 2020
活动	16th International Design Conference, DESIGN 2020 - Virtual, Online 期限: 26 10月 2020 → 29 10月 2020

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10.1017/dsd.2020.5

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abstract = "Conceptual design, as an early phase of the design process, is known to have the highest impact on determining the innovation level of design results. Although many tools exist to support designers in conceptual design, additional knowledge, especially knowledge related to emerging technologies, is still often needed. In this paper the authors aim to propose a data-driven creative concept generation and evaluation approach to support designers in incorporating emerging technologies in the new product early development stage. The approach is demonstrated by means of an illustrated example.",

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author = "J. Han and H. Forbes and F. Shi and J. Hao and D. Schaefer",

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AU - Han, J.

AU - Forbes, H.

AU - Shi, F.

AU - Hao, J.

AU - Schaefer, D.

N1 - Publisher Copyright: © The Author(s), 2020. Published by Cambridge University Press.

PY - 2020

Y1 - 2020

N2 - Conceptual design, as an early phase of the design process, is known to have the highest impact on determining the innovation level of design results. Although many tools exist to support designers in conceptual design, additional knowledge, especially knowledge related to emerging technologies, is still often needed. In this paper the authors aim to propose a data-driven creative concept generation and evaluation approach to support designers in incorporating emerging technologies in the new product early development stage. The approach is demonstrated by means of an illustrated example.

AB - Conceptual design, as an early phase of the design process, is known to have the highest impact on determining the innovation level of design results. Although many tools exist to support designers in conceptual design, additional knowledge, especially knowledge related to emerging technologies, is still often needed. In this paper the authors aim to propose a data-driven creative concept generation and evaluation approach to support designers in incorporating emerging technologies in the new product early development stage. The approach is demonstrated by means of an illustrated example.

KW - conceptual design

KW - data-driven design

KW - design creativity

KW - evaluation

KW - idea generation

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JO - Proceedings of the Design Society: DESIGN Conference

JF - Proceedings of the Design Society: DESIGN Conference

T2 - 16th International Design Conference, DESIGN 2020

Y2 - 26 October 2020 through 29 October 2020

ER -

A DATA-DRIVEN APPROACH for CREATIVE CONCEPT GENERATION and EVALUATION

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