Assessing XAI-guided passive design strategies for tourism buildings in Uzbekistan: A decision support model
Abstract
The effectiveness of passive design strategies determines the energy performance and environmental comfort of the building. This study was conducted to determine the relationships among key factors influencing passive design adoption of tourism buildings for Uzbekistan. The purpose of this study is to assess the suitability of the important aspects of passive design strategies including building orientation, envelope insulation, natural ventilation, shading devices and the integration of explainable decision support. The present research aimed at determining the effects of XAI guidance on a tourism facility’s design decision outcomes. To examine the interrelationships among the selected passive design variables of the study, a decision support model was developed, and AHP analysis was conducted. The data were equally subjected to Heckman selection analysis to identify if stakeholders’ and designers’ differential use of passive strategies for tourism buildings differed by project type. The result showed that there is no difference by stakeholder group in passive strategy use for tourism buildings. Moreover, the results showed a significant relationship among all the factors in influencing adoption of passive design for tourism facilities. The application of XAI guidance is also expected to improve the aspects of energy efficiency, thermal comfort and environmental sustainability within the tourism sector to promote sustainable building development. The study has implications for all stakeholders in solving problems associated with climate-responsive design adoption for tourism infrastructure.