An Example of Applying Text Mining in Mountain Tunnel Construction Using Generative AI

Abstract

In this research, we first extracted keywords from geological and topographic survey reports by using a co-occurrence network, which is a text mining technique. We then included the keywords in a prompt for generative AI and asked what construction managers should be aware of during mountain tunnel construction, and used the answers to deepen our consideration. The results of this research show the level of technical advice for construction when keywords extracted by text mining are included in a prompt for generative AI to prevent the leakage of information and also show the usefulness of this method. Notes on using this method in the future are outlined.