Building and Environment, Journal Year: 2024, Volume and Issue: 266, P. 112118 - 112118
Published: Sept. 24, 2024
Language: Английский
Building and Environment, Journal Year: 2024, Volume and Issue: 266, P. 112118 - 112118
Published: Sept. 24, 2024
Language: Английский
Building and Environment, Journal Year: 2025, Volume and Issue: unknown, P. 112750 - 112750
Published: March 1, 2025
Language: Английский
Citations
0Energy and Buildings, Journal Year: 2025, Volume and Issue: unknown, P. 115566 - 115566
Published: March 1, 2025
Language: Английский
Citations
0Building and Environment, Journal Year: 2025, Volume and Issue: unknown, P. 112824 - 112824
Published: March 1, 2025
Language: Английский
Citations
0Buildings, Journal Year: 2025, Volume and Issue: 15(6), P. 895 - 895
Published: March 13, 2025
With the transformation of urban development patterns and profound changes in population structure China, outdoor activity spaces residential areas are facing common issues such as obsolete infrastructure, insufficient barrier-free facilities, intergenerational conflicts, which severely impact residents’ quality life hinder high-quality development. Guided by principles all-age friendly inclusive design, this study innovatively integrates eye-tracking multi-modal physiological monitoring technologies to collect both subjective objective perception data different age groups regarding through human factor experiments empirical interviews. Machine learning methods utilized analyze data, uncovering differentiated response mechanisms among diverse clarifying characteristics these spaces. The findings reveal that: (1) Common Demands: All prioritize spatial features unobstructed views, adequate space, landscapes, proximity accessibility, smooth pavement surfaces, with similar levels concern. (2) Differentiated Characteristics: Children place greater emphasis on environmental familiarity children’s play while middle-aged elderly show heightened concern for efficient parking management, facilities. (3) Technical Validation: Heart Rate Variability (HRV) was identified core indicator inclusivity dimensionality reduction using Self-Organizing Maps (SOM), Extra Trees model demonstrated superior performance prediction. By integrating multi-group standardizing experimental environments, applying intelligent mining, achieves fusion in-depth analysis, providing theoretical methodological support precisely optimizing advancing communities.
Language: Английский
Citations
0Building and Environment, Journal Year: 2025, Volume and Issue: unknown, P. 112939 - 112939
Published: March 1, 2025
Language: Английский
Citations
0Energy and Buildings, Journal Year: 2025, Volume and Issue: 340, P. 115809 - 115809
Published: April 29, 2025
Language: Английский
Citations
0Energy and Buildings, Journal Year: 2023, Volume and Issue: 298, P. 113552 - 113552
Published: Sept. 18, 2023
Language: Английский
Citations
9Energy and Buildings, Journal Year: 2023, Volume and Issue: 301, P. 113719 - 113719
Published: Nov. 2, 2023
Language: Английский
Citations
9Applied Energy, Journal Year: 2024, Volume and Issue: 371, P. 123707 - 123707
Published: June 21, 2024
Language: Английский
Citations
3Energy and Buildings, Journal Year: 2025, Volume and Issue: unknown, P. 115449 - 115449
Published: Feb. 1, 2025
Language: Английский
Citations
0