Research Grant
Synthesized individual attributes considering city blocks for real-scale agent-simulation
- Period
- 2019-08 - 2022-03
- Agency
- Japan Society for the Promotion of Science
- Program
- Grants-in-Aid for Scientific Research Grant-in-Aid for Research Activity Start-up
- Role
- principal_investigator
- Category
- Grant-in-Aid for Research Activity Start-up
- Amount
- 2860000
Description
In this research project, we synthesize an artificial society that considers city blocks. For this purpose, we synthesized individual attributes across Japan consistent with the city block-level statistics. We also assigned the synthesized households to buildings within the city block. The experimentalresults show that we could estimate the use of houses and apartment buildings with 95.2% and 72.9% accuracy, respectively. In addition, a comparison of the proposed method and the conventional method for Fushimi Ward, Kyoto City, Kyoto Prefecture showed that the proposed method succeeded in creating personal attributes with 5% improved accuracy.