An Example of Applying Text Mining in Mountain Tunnel Construction Using Generative AI
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- KITAOKA Takafumi
- 関西大学
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- MORIWAKI Kaori
- 関西大学
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- SAKAI Kazuo
- 大成建設株式会社
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- KOYAMA Tomofumi
- 関西大学
抄録
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.
収録刊行物
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- International Journal of the JSRM
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International Journal of the JSRM 20 (2), 1-5, 2024-01-05
一般社団法人 岩の力学連合会
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詳細情報 詳細情報について
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- CRID
- 1390861648443654528
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- ISSN
- 21898405
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- 本文言語コード
- en
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- データソース種別
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- JaLC
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- 抄録ライセンスフラグ
- 使用不可