Frontiers of Information Technology & Electronic Engineering
>> 2019,
Volume 20,
Issue 12
doi:
10.1631/FITEE.1900398
Review
Areview of design intelligence: progress, problems, and challenges
1. College of Computer Science and Technology, Zhejiang University, Hangzhou 310027, China
2. Key Laboratory of Design Intelligence and Digital Creativity of Zhejiang Province, Hangzhou 310027, China
3. Zhejiang Lab, Hangzhou 310012, China
4. Alibaba-Zhejiang University Joint Institute of Frontier Technologies, Hangzhou 310027, China |
Available online: 2020-03-05
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Abstract
Design intelligence is an important branch of artificial intelligence (AI), focusing on the intelligent models and algorithms in creativity and design. In the context of AI 2.0, studies on design intelligence have developed rapidly. We summarize mainly the current emerging framework of design intelligence and review the state-of-the-art techniques of related topics, including user needs analysis, ideation, content generation, and design evaluation. Specifically, the models and methods of intelligence-generated content are reviewed in detail. Finally, we discuss some open problems and challenges for future research in design intelligence.
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