The Creative Value of Bad Ideas – A Computational Model of Creative Ideation

Sosa, Ricardo; Gero, John S.

doi:10.52842/conf.caadria.2013.853

Cited by 6 publications

(2 citation statements)

References 14 publications

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“…In exploring the integrated application of design thinking and Large Language Models (LLMs), we reviewed related research since 2013. These studies explored the possibility of combining the human-centric and innovative aspects of design thinking with the data processing capabilities of computational models [26]. Core principles of design creative thinking include accessibility and connectivity of ideas, both of which are assessed through computational models.…”

Section: Integration and Application Of Design Thinking And Llmsmentioning

confidence: 99%

Research on the Integration and Application of Design Thinking and Large Language Models in the Innovation Design of Fintech Products

Wang,

Xing

2024

Frontiers in Artificial Intelligence and Applications

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This study explores the integration and application of Design Thinking and Large Language Models (LLMs) in fintech product innovation design from the perspective of requirements management. Design thinking is human-centered, focusing on discovering and solving problems, integrating innovative solutions, and enhancing product value. By understanding and generating natural language, LLMs provide “on-demand” intelligent services through information retrieval, content creation, and human-like dialogue, meeting individualized needs. Through literature review and analysis, this paper reveals that the combination of the two can promote the full intelligence and continuous improvement of the innovation design process, enhancing the R&D efficiency and user experience of fintech products. This research aims to provide innovation design methods for the fintech field and promote its continuous innovation and development.

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Section: Integration and Application Of Design Thinking And Llmsmentioning

confidence: 99%

Research on the Integration and Application of Design Thinking and Large Language Models in the Innovation Design of Fintech Products

Wang,

Xing

2024

Frontiers in Artificial Intelligence and Applications

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“…For each team design session, we are able to extract concepts that appear in the final design description from transitory concepts, i.e., concepts that appear in the design session but do not appear in the final design. Transitory concepts have value as they support design thinking (Sosa and Gero, 2013). They help define the limits of the design space and structure the design space which affects the situatedness of the final concepts.…”

Section: Analyzing Design Concepts Situatedness Using Natural Languag...mentioning

confidence: 99%

The Situatedness of Design Concepts: Empirical Evidence From Design Teams in Engineering

Gero

Milovanovic

2023

Proc. Des. Soc.

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Situatedness in design suggest that designing is situated within the design process or the cognitive actions taken by the designer, the designer's expertise and know-how, the designer's experience generally and the interactions in the specific design task being undertaken as well as the interactions with the design artefact generated. In this paper, we analyzed the situatedness of design concepts generated by teams of professional engineers during a design task. The method combines protocol analysis, Natural Language Processing and network theory to provide a representation and a measurement of design situatedness overtime. Providing empirical evidence of the situatedness of concepts has been overlooked in design research. The method and results presented in this paper outlines the foundation to empirically explore design situatedness.

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