| id |
caadria2024_71 |
| authors |
Zhang, Yi, Peng, Ziyu and Lu, Weisheng |
| year |
2024 |
| title |
Participatory Space Auto-Encapsulation: Bridging Human Relationships to Building Typology with Machine Intelligence |
| doi |
https://doi.org/10.52842/conf.caadria.2024.2.231
|
| source |
Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 2, pp. 231–240 |
| summary |
Co-living housing is often designed with a high extent of interunit repetitiveness. This characteristic can undermine human well-being and social equality. A participatory system compensates for these stereotypes yet remains defective in the deprivation of expert knowledge and slow algorithmic feedback speed, both of which could restrain the manifested level of collective intelligence in the decision-making process. Therefore, we propose a customized co-living housing design process so that the participatory system can be professionalized and accelerated, simultaneously. With few studies focused on the network-level nexuses in human demands and spatial arrangements, our novel AI-embedded platform, SN2S (Social-Network-to-Space), innovatively transforms spatial social networks into 3D design solutions while employing compound and decentralized decision processes. A knowledge translator will first map the occupancy social networks into spatial correlations through graph-based machine learning. Then, a design generator will expand the spatial graph into a detailed layout, thereby synthesizing 3D shapes. Overall, the proposed data-driven paradigm understands co-living housing design from the social network perspective. It adapts to social dynamics and accelerates design speed, enabling a provocative participatory design system. |
| keywords |
social-network-to-space, machine learning, participatory system, co-living housing, accelerated design |
| series |
CAADRIA |
| email |
|
| full text |
 file.pdf (3,006,365 bytes) |
| references |
Content-type: text/plain
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| last changed |
2024/11/17 22:05 |
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