论文标题
可解释的人工智能：建筑研究的戒律，方法和机会
Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction
论文作者
论文摘要
可解释的人工智能在建设方面受到了有限的关注，尽管其在其他各个工业领域的重要性越来越重要。在本文中，我们对XAI进行了叙述性评论，以提高人们对其在建筑中的潜力的认识。我们的评论开发了XAI文献的分类法，其中包括其戒律和方法。确定并讨论了将来关注利益相关者Desiderata的未来XAI研究机会。我们希望我们建议的机会刺激新的询问路线，以帮助减轻对AI采用和融合建设的怀疑和犹豫。
Explainable artificial intelligence has received limited attention in construction despite its growing importance in various other industrial sectors. In this paper, we provide a narrative review of XAI to raise awareness about its potential in construction. Our review develops a taxonomy of the XAI literature comprising its precepts and approaches. Opportunities for future XAI research focusing on stakeholder desiderata and data and information fusion are identified and discussed. We hope the opportunities we suggest stimulate new lines of inquiry to help alleviate the scepticism and hesitancy toward AI adoption and integration in construction.
