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A Study of the Exploratory Creativity Performance Between Machine and Human Designers
Exploratory creativity (E-creativity) is used to represent the creative performance behind the exploration process when establishing …
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Human-in-the-Loop Design with Machine Learning
Deep learning methods have been applied to randomly generate images, such as in fashion, furniture design. To date, consideration of …
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A computational approach for combinational creativity in design
Creativity is essential for innovative design. As an important topic in computational creativity research, how to model and generate …
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The conceptual distances between ideas in combinational creativity
Combinational creativity plays a significant role in design for supporting designers in producing creative ideas at early phases of …
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A Network-Based Computational Model for Creative Knowledge Discovery Bridging Human-Computer Interaction and Data Mining
As a branch of computational creativity, Creative Knowledge Discovery (CKD) aims to search for valuable, previously unknown, or …
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Implicit Knowledge Discovery in Design Semantic Network by Applying Pythagorean Means on Shortest Path Searching
With the advent of the big-data era, massive textual information stored in electronic and digital documents have become valuable …
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The Analogy Retriever – an idea generation tool
Idea generation plays a vital role in design, but coming up with ideas, especially creative ideas, is often challenging. Analogy is …
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Three driven approaches to combinational creativity
Creativity is a crucial element of design, and a human attribute that has aroused significant attention. However, few studies have …
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