{"id":"https://openalex.org/W4410500471","doi":"https://doi.org/10.1016/j.aei.2025.103468","title":"A knowledge graph-enhanced large language model for question answering of hydraulic structure safety management","display_name":"A knowledge graph-enhanced large language model for question answering of hydraulic structure safety management","publication_year":2025,"publication_date":"2025-05-19","ids":{"openalex":"https://openalex.org/W4410500471","doi":"https://doi.org/10.1016/j.aei.2025.103468"},"language":"en","primary_location":{"id":"doi:10.1016/j.aei.2025.103468","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2025.103468","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Engineering Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100755546","display_name":"Dongliang Zhang","orcid":"https://orcid.org/0000-0001-9014-9666"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongliang Zhang","raw_affiliation_strings":["Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024397917","display_name":"Gang Ma","orcid":"https://orcid.org/0000-0002-1865-5721"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gang Ma","raw_affiliation_strings":["Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","Key Laboratory of Rock Mechanics in Hydraulic Structural Engineering of Ministry of Education, Wuhan University, Wuhan 430072, China","State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China"],"raw_orcid":"https://orcid.org/0000-0002-1865-5721","affiliations":[{"raw_affiliation_string":"Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Key Laboratory of Rock Mechanics in Hydraulic Structural Engineering of Ministry of Education, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065817049","display_name":"Tongming Qu","orcid":"https://orcid.org/0000-0003-3058-8282"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Tongming Qu","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Hong Kong University of Science and Technology, Clearwater Bay, Kowloon, Hong Kong SAR, China","Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Hong Kong University of Science and Technology, Clearwater Bay, Kowloon, Hong Kong SAR, China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348138","display_name":"Xudong Wang","orcid":"https://orcid.org/0000-0002-1353-1420"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xudong Wang","raw_affiliation_strings":["CISPDR Corporation, Wuhan 430010, China","Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISPDR Corporation, Wuhan 430010, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348138","display_name":"Xudong Wang","orcid":"https://orcid.org/0000-0002-1353-1420"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xudong Wang","raw_affiliation_strings":["CISPDR Corporation, Wuhan 430010, China","Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISPDR Corporation, Wuhan 430010, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100773777","display_name":"Wei Zhou","orcid":"https://orcid.org/0009-0008-5779-9083"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhou","raw_affiliation_strings":["Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","Key Laboratory of Rock Mechanics in Hydraulic Structural Engineering of Ministry of Education, Wuhan University, Wuhan 430072, China","State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Key Laboratory of Rock Mechanics in Hydraulic Structural Engineering of Ministry of Education, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiaomao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaomao Wang","raw_affiliation_strings":["CISPDR Corporation, Wuhan 430010, China","Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISPDR Corporation, Wuhan 430010, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xiaomao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaomao Wang","raw_affiliation_strings":["CISPDR Corporation, Wuhan 430010, China","Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISPDR Corporation, Wuhan 430010, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Water Engineering Sciences, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5024397917","https://openalex.org/A5100348138"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":{"value":3570,"currency":"USD","value_usd":3570},"apc_paid":null,"fwci":25.9269,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.99438348,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"66","issue":null,"first_page":"103468","last_page":"103468"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9722999930381775,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9714999794960022,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10809","display_name":"Occupational Health and Safety Research","score":0.9232000112533569,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5478116273880005},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.507777750492096},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.49176743626594543},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.46910935640335083},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4072961211204529},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.39626938104629517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3763262927532196},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.20945468544960022}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5478116273880005},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.507777750492096},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.49176743626594543},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.46910935640335083},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4072961211204529},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.39626938104629517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3763262927532196},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.20945468544960022}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.aei.2025.103468","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2025.103468","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Engineering Informatics","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-161586","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-161586","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3651539323","display_name":null,"funder_award_id":"U23B20149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5766125870","display_name":null,"funder_award_id":"52322907","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6044721401","display_name":null,"funder_award_id":"52179141","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G880946836","display_name":null,"funder_award_id":"2022YFC3005505","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1498200824","https://openalex.org/W1967622519","https://openalex.org/W2134033474","https://openalex.org/W2520488855","https://openalex.org/W2759136286","https://openalex.org/W2884585870","https://openalex.org/W2904845423","https://openalex.org/W2917049430","https://openalex.org/W2935052563","https://openalex.org/W2969322340","https://openalex.org/W2999515483","https://openalex.org/W3006134385","https://openalex.org/W3010212250","https://openalex.org/W3010336026","https://openalex.org/W3043138253","https://openalex.org/W3095696617","https://openalex.org/W3107352220","https://openalex.org/W3137156863","https://openalex.org/W3177474367","https://openalex.org/W3199258975","https://openalex.org/W3216526200","https://openalex.org/W4220784906","https://openalex.org/W4220799018","https://openalex.org/W4226470037","https://openalex.org/W4281293760","https://openalex.org/W4281553397","https://openalex.org/W4283027533","https://openalex.org/W4285020859","https://openalex.org/W4285294723","https://openalex.org/W4285791949","https://openalex.org/W4285792151","https://openalex.org/W4293541940","https://openalex.org/W4300166660","https://openalex.org/W4309236643","https://openalex.org/W4309930486","https://openalex.org/W4313420493","https://openalex.org/W4313885855","https://openalex.org/W4317898419","https://openalex.org/W4322718191","https://openalex.org/W4323856805","https://openalex.org/W4386554558","https://openalex.org/W4391901199","https://openalex.org/W4391908152","https://openalex.org/W4394616969","https://openalex.org/W4396821501","https://openalex.org/W4396915993","https://openalex.org/W4399180800","https://openalex.org/W4400603307","https://openalex.org/W4401022077","https://openalex.org/W4403578755","https://openalex.org/W4403780803","https://openalex.org/W4404136307","https://openalex.org/W4404517435","https://openalex.org/W6689463028","https://openalex.org/W6705662700","https://openalex.org/W6808261241","https://openalex.org/W6839807890","https://openalex.org/W6843814252","https://openalex.org/W6850625674","https://openalex.org/W6856800273","https://openalex.org/W6856973282","https://openalex.org/W6861504593","https://openalex.org/W6867176674"],"related_works":["https://openalex.org/W2384605597","https://openalex.org/W2387743295","https://openalex.org/W3082787378","https://openalex.org/W2136007095","https://openalex.org/W2366230879","https://openalex.org/W3208425359","https://openalex.org/W2349927912","https://openalex.org/W3159777597","https://openalex.org/W4212839359","https://openalex.org/W4401140950"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-24T06:01:54.638496","created_date":"2025-10-10T00:00:00"}
