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Explainable artificial intelligence has received limited attention inconstruction despite its growing importance in various other industrialsectors. In this paper, we provide a narrative review of XAI to raise awarenessabout its potential in construction. Our review develops a taxonomy of the XAIliterature comprising its precepts and approaches. Opportunities for future XAIresearch focusing on stakeholder desiderata and data and information fusion areidentified and discussed. We hope the opportunities we suggest stimulate newlines of inquiry to help alleviate the scepticism and hesitancy toward AIadoption and integration in construction.

Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction