An Extended AI-Experience: Industry 5.0 in Creative Product Innovation

被引:19
作者
Grech, Amy [1 ]
Mehnen, Jorn [1 ]
Wodehouse, Andrew [1 ]
机构
[1] Univ Strathclyde, Dept Design Mfg & Engn Management, Glasgow G1 1XJ, Scotland
关键词
virtual reality; artificial intelligence; creativity; ideation; brainstorming; GLOBAL VIRTUAL TEAMS; FACE-TO-FACE; ARTIFICIAL-INTELLIGENCE; IDEA GENERATION; DESIGN; ENVIRONMENTS; REALITY; CONTEXT; SELF;
D O I
10.3390/s23063009
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Creativity plays a significant role in competitive product ideation. With the increasing emergence of Virtual Reality (VR) and Artificial Intelligence (AI) technologies, the link between such technologies and product ideation is explored in this research to assist and augment creative scenarios in the engineering field. A bibliographic analysis is performed to review relevant fields and their relationships. This is followed by a review of current challenges in group ideation and state-of-the-art technologies with the aim of addressing them in this study. This knowledge is applied to the transformation of current ideation scenarios into a virtual environment using AI. The aim is to augment designers' creative experiences, a core value of Industry 5.0 that focuses on human-centricity, social and ecological benefits. For the first time, this research reclaims brainstorming as a challenging and inspiring activity where participants are fully engaged through a combination of AI and VR technologies. This activity is enhanced through three key areas: facilitation, stimulation, and immersion. These areas are integrated through intelligent team moderation, enhanced communication techniques, and access to multi-sensory stimuli during the collaborative creative process, therefore providing a platform for future research into Industry 5.0 and smart product development.
引用
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页数:22
相关论文
共 77 条
[1]  
Amabile TM, 1998, HARVARD BUS REV, V76, P76
[2]  
Amberkar A., 2018, 2018 INT C CURR TREN, P1, DOI DOI 10.1109/ICCTCT.2018.8551185
[3]  
Bell M., 2008, J VIRTUAL WORLDS RES, V1, DOI [DOI 10.4101/JVWR.V1I1.283, 10.4101/jvwr.v1i1.283]
[4]  
Benami O., 2002, ASME C P VOLUME 4 14, P251, DOI https://doi.org/10.1115/DETC2002/DTM-34023
[5]   Creative Virtual Environments: Effect of Supraliminal Priming on Team Brainstorming [J].
Bhagwatwar, Akshay ;
Massey, Anne ;
Dennis, Alan R. .
PROCEEDINGS OF THE 46TH ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, 2013, :215-224
[6]   Embracing Internet of Things (IoT) and big data for industrial informatics [J].
Bi, Zhuming .
ENTERPRISE INFORMATION SYSTEMS, 2017, 11 (07) :949-951
[7]   Enhancing Collective Creative Design: An Exploratory Study on the Influence of Static and Dynamic Personas in a Virtual Environment [J].
Bonnardel, Nathalie ;
Forens, Mathieu ;
Lefevre, Maxime .
DESIGN JOURNAL, 2016, 19 (02) :221-235
[8]   Proteus vs. social identity effects on virtual brainstorming [J].
Buisine, Stephanie ;
Guegan, Jerome .
BEHAVIOUR & INFORMATION TECHNOLOGY, 2020, 39 (05) :594-606
[9]  
Burdea G., 1999, P INT WORKSH VIRT PR, V2, P17
[10]   Creativity techniques to enhance knowledge transfer within global virtual teams in the context of knowledge-intensive enterprises [J].
Castellano, Sylvaine ;
Davidson, Philippe ;
Khelladi, Insaf .
JOURNAL OF TECHNOLOGY TRANSFER, 2017, 42 (02) :253-266