Research on risk decision-making generation method for water conservancy project based on multimodal knowledge graph and large language model.

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Title: Research on risk decision-making generation method for water conservancy project based on multimodal knowledge graph and large language model.
Authors: Yang L; Advanced Research Institute for Digital-Twin Water Conservancy, North China University of Water Resources and Electric Power, Henan, Zhengzhou, China.; School of Information Engineering, North China University of Water Resources and Electric Power, Henan, Zhengzhou, China., Li Y; School of Information Engineering, North China University of Water Resources and Electric Power, Henan, Zhengzhou, China., Tan J; School of Information Engineering, North China University of Water Resources and Electric Power, Henan, Zhengzhou, China., Mao L; School of Information Engineering, North China University of Water Resources and Electric Power, Henan, Zhengzhou, China.
Source: PloS one [PLoS One] 2025 Aug 26; Vol. 20 (8), pp. e0330258. Date of Electronic Publication: 2025 Aug 26 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1932-6203
DOI:10.1371/journal.pone.0330258