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An artificial intelligence based data-driven approach for design ideation
Ideation is a source of innovation and creativity, and is commonly used in early stages of engineering design processes. This paper …
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A computational tool for creative idea generation based on analogical reasoning and ontology
Analogy is a core cognition process used to produce inferences as well as new ideas using previous knowledge and experience. Ontology …
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The Combinator – a computer-based tool for creative idea generation based on a simulation approach
Idea generation is significant in design, but coming up with creative ideas is often challenging. This paper presents a computer-based …
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New directions in computational, combinational and structural creativity
This paper examines how new and creative relationships in datasets, not easily revealed by conventional information retrieval methods …
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Three driven approaches to combinational creativity: Problem-, similarity- and inspiration-driven
Creativity is a crucial element of design. The aim of this study is to investigate the driving forces behind combinational creativity. …
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A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval
With the advent of the big-data era, massive information stored in electronic and digital forms on the internet become valuable …
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