| id |
ecaade2020_139 |
| authors |
Zwierzycki, Mateusz |
| year |
2020 |
| title |
On AI Adoption Issues in Architectural Design - Identifying the issues based on an extensive literature review. |
| source |
Werner, L and Koering, D (eds.), Anthropologic: Architecture and Fabrication in the cognitive age - Proceedings of the 38th eCAADe Conference - Volume 1, TU Berlin, Berlin, Germany, 16-18 September 2020, pp. 515-524 |
| doi |
https://doi.org/10.52842/conf.ecaade.2020.1.515
|
| summary |
An analysis of AI in design literature, compiled from almost 200 publications from the 1980s onwards. The majority of the sources are proceedings from various conferences. This work is inspired by the Ten Problems for AI in Design (Gero 1991) workshop report, which listed the problems to be tackled in design with AI. Almost 30 years since the publication, it seems most of the Ten Problems cannot be considered solved or even addressed. One of this paper's goals is to identify, categorize and examine the bottlenecks in the adoption of AI in design. The collected papers were analysed to obtain the following data: Problem, Tool, Solution, Stage and Future work. The conclusions drawn from the analysis are used to define a range of existing problems with AI adoption, further illustrated with an update to the Ten Problems. Ideally this paper will spark a discussion on the quality of research, methodology and continuity in research. |
| keywords |
artificial intelligence; review; design automation; knowledge representation; machine learning; expert system |
| series |
eCAADe |
| email |
|
| full text |
 file.pdf (2,200,477 bytes) |
| references |
Content-type: text/plain
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| last changed |
2022/06/07 07:57 |
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