Systematic Identification of the Influencing Factors for the Digital Transformation of the Construction Industry Based on LDA-DEMATEL-ANP

There is an urgent need to improve our understanding of the digital transformation construction in order leverage benefits wider adoption Industry 4.0 paradigm. However, there a lack systematic research on pathway industry. In view this, this study uses LDA theme model explore key influencing factors for industry and builds comprehensive evaluation system with DEMATEL-ANP. The findings are as follows: Firstly, five elements industry, such enterprise resources, capabilities, spirit, macro environment environment, have important impact Secondly, ability enterprises has most significant influence This empirical provides policy suggestions implementation framework realizing high-quality development based technological innovation. helps understand necessity theoretical basis practical ideas formulate their own strategies.