DATA-DRIVEN DESIGN IN CONCEPT DEVELOPMENT: SYSTEMATIC REVIEW AND MISSED OPPORTUNITIES. (May 2020)
- Record Type:
- Journal Article
- Title:
- DATA-DRIVEN DESIGN IN CONCEPT DEVELOPMENT: SYSTEMATIC REVIEW AND MISSED OPPORTUNITIES. (May 2020)
- Main Title:
- DATA-DRIVEN DESIGN IN CONCEPT DEVELOPMENT: SYSTEMATIC REVIEW AND MISSED OPPORTUNITIES
- Authors:
- Bertoni, A.
- Abstract:
- Abstract: The paper presents a systematic literature review investigating definitions, uses, and application of data-driven design in the concept development process. The analysis shows a predominance of the use of text mining techniques on social media and online reviews to identify customers' needs, not exploiting the opportunity granted by the increased accessibility of IoT in cyber-physical systems. The paper argues that such a gap limits the potential of capturing tacit customers' needs and highlights the need to proactively plan and design for a transition toward data-driven design.
- Is Part Of:
- Proceedings of the Design Society: DESIGN Conference. Volume 1(2020)
- Journal:
- Proceedings of the Design Society: DESIGN Conference
- Issue:
- Volume 1(2020)
- Issue Display:
- Volume 1, Issue 2020 (2020)
- Year:
- 2020
- Volume:
- 1
- Issue:
- 2020
- Issue Sort Value:
- 2020-0001-2020-0000
- Page Start:
- 101
- Page End:
- 110
- Publication Date:
- 2020-05
- Subjects:
- data-driven design -- conceptual design -- engineering design -- data science -- data mining
Engineering design -- Congresses
Industrial design -- Congresses
620.0042 - Journal URLs:
- https://www.cambridge.org/core/journals/proceedings-of-the-design-society-design-conference ↗
- DOI:
- 10.1017/dsd.2020.4 ↗
- Languages:
- English
- ISSNs:
- 2633-7762
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD Digital store
- Ingest File:
- 23082.xml