Abstract: This study presents an automated text-based information extraction model for analyzing the competitive landscape of the international construction industry. The proposed model comprises named entity recognition (NER) and ...

Abstract: Studies on the international construction market have been limited to expanding the scope of academics and practices because of data accessibility and timeliness. With the recent advancement of natural language processing ...

Abstract: Public construction projects often encounter social conflicts when project complexity increases and diverse stakeholder concerns arise, such as environmental, economic, and route-selection issues. Social conflicts that ...