{"id":"https://openalex.org/W4206262110","doi":"https://doi.org/10.1155/2022/4851615","title":"Association Mining of Near Misses in Hydropower Engineering Construction Based on Convolutional Neural Network Text Classification","display_name":"Association Mining of Near Misses in Hydropower Engineering Construction Based on Convolutional Neural Network Text Classification","publication_year":2022,"publication_date":"2022-01-03","ids":{"openalex":"https://openalex.org/W4206262110","doi":"https://doi.org/10.1155/2022/4851615","pmid":"https://pubmed.ncbi.nlm.nih.gov/35024045"},"language":"en","primary_location":{"id":"doi:10.1155/2022/4851615","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/4851615","pdf_url":"https://downloads.hindawi.com/journals/cin/2022/4851615.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2022/4851615.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100347304","display_name":"Shu Chen","orcid":"https://orcid.org/0009-0006-2406-0309"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shu Chen","raw_affiliation_strings":["Department of Engineering Management, College of Hydraulic and Environmental Engineering, China Three Gorges University, Yichang, Hubei 443002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering Management, College of Hydraulic and Environmental Engineering, China Three Gorges University, Yichang, Hubei 443002, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028071947","display_name":"Junbo Xi","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junbo Xi","raw_affiliation_strings":["Department of Engineering Management, College of Economics and Management, China Three Gorges University, Yichang, Hubei 443002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering Management, College of Economics and Management, China Three Gorges University, Yichang, Hubei 443002, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100599222","display_name":"Yun Chen","orcid":"https://orcid.org/0000-0002-3706-9883"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yun Chen","raw_affiliation_strings":["Department of Engineering Management, College of Hydraulic and Environmental Engineering, China Three Gorges University, Yichang, Hubei 443002, China"],"raw_orcid":"https://orcid.org/0000-0002-3706-9883","affiliations":[{"raw_affiliation_string":"Department of Engineering Management, College of Hydraulic and Environmental Engineering, China Three Gorges University, Yichang, Hubei 443002, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025519866","display_name":"Jinfan Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfan Zhao","raw_affiliation_strings":["Department of Engineering Management, College of Hydraulic and Environmental Engineering, China Three Gorges University, Yichang, Hubei 443002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering Management, College of Hydraulic and Environmental Engineering, China Three Gorges University, Yichang, Hubei 443002, China","institution_ids":["https://openalex.org/I161350542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100599222"],"corresponding_institution_ids":["https://openalex.org/I161350542"],"apc_list":{"value":2550,"currency":"USD","value_usd":2550},"apc_paid":{"value":2550,"currency":"USD","value_usd":2550},"fwci":2.2076,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88844344,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"2022","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9803000092506409,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9803000092506409,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9200000166893005,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":0.9161999821662903,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.8372938632965088},{"id":"https://openalex.org/keywords/apriori-algorithm","display_name":"Apriori algorithm","score":0.7322851419448853},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7008966207504272},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6574791669845581},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6203898191452026},{"id":"https://openalex.org/keywords/hydropower","display_name":"Hydropower","score":0.5504624843597412},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.5355716943740845},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5291343927383423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4616912603378296},{"id":"https://openalex.org/keywords/affinity-analysis","display_name":"Affinity analysis","score":0.42118698358535767},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.333868145942688},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32760822772979736},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18191233277320862}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.8372938632965088},{"id":"https://openalex.org/C81440476","wikidata":"https://www.wikidata.org/wiki/Q513511","display_name":"Apriori algorithm","level":3,"score":0.7322851419448853},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7008966207504272},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6574791669845581},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6203898191452026},{"id":"https://openalex.org/C40675005","wikidata":"https://www.wikidata.org/wiki/Q170196","display_name":"Hydropower","level":2,"score":0.5504624843597412},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.5355716943740845},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5291343927383423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4616912603378296},{"id":"https://openalex.org/C23906176","wikidata":"https://www.wikidata.org/wiki/Q727515","display_name":"Affinity analysis","level":3,"score":0.42118698358535767},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.333868145942688},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32760822772979736},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18191233277320862},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000059","descriptor_name":"Accidents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000059","descriptor_name":"Accidents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000059","descriptor_name":"Accidents","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000067491","descriptor_name":"Near Miss, Healthcare","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067491","descriptor_name":"Near Miss, Healthcare","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000067491","descriptor_name":"Near Miss, Healthcare","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2022/4851615","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/4851615","pdf_url":"https://downloads.hindawi.com/journals/cin/2022/4851615.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:35024045","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35024045","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:0631bdf5a28e48b7ac2d7948143a6b9b","is_oa":true,"landing_page_url":"https://doaj.org/article/0631bdf5a28e48b7ac2d7948143a6b9b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2022 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8747904","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8747904","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2022/4851615","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2022/4851615","pdf_url":"https://downloads.hindawi.com/journals/cin/2022/4851615.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1143637367","display_name":null,"funder_award_id":"52079073","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1604547029","display_name":null,"funder_award_id":"2020KSD10","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4074558995","display_name":null,"funder_award_id":"2020KSD10","funder_id":"https://openalex.org/F4320321546","funder_display_name":"China Three Gorges University"},{"id":"https://openalex.org/G5592543409","display_name":null,"funder_award_id":"2021SSPY088","funder_id":"https://openalex.org/F4320321546","funder_display_name":"China Three Gorges University"},{"id":"https://openalex.org/G6177751824","display_name":null,"funder_award_id":"2021SSPY088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7101207088","display_name":null,"funder_award_id":"52079073","funder_id":"https://openalex.org/F4320321546","funder_display_name":"China Three Gorges University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321546","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4206262110.pdf","grobid_xml":"https://content.openalex.org/works/W4206262110.grobid-xml"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W258159988","https://openalex.org/W1546338409","https://openalex.org/W1614298861","https://openalex.org/W1832693441","https://openalex.org/W1960685374","https://openalex.org/W1975851530","https://openalex.org/W2004141834","https://openalex.org/W2004902747","https://openalex.org/W2006575208","https://openalex.org/W2035027864","https://openalex.org/W2036638988","https://openalex.org/W2072072671","https://openalex.org/W2089427324","https://openalex.org/W2093421556","https://openalex.org/W2104754852","https://openalex.org/W2118020653","https://openalex.org/W2166559705","https://openalex.org/W2217433794","https://openalex.org/W2336414332","https://openalex.org/W2404244834","https://openalex.org/W2541518390","https://openalex.org/W2601706822","https://openalex.org/W2604798308","https://openalex.org/W2624663559","https://openalex.org/W2749035190","https://openalex.org/W2756738240","https://openalex.org/W2780026080","https://openalex.org/W2791521493","https://openalex.org/W2804220263","https://openalex.org/W2806556105","https://openalex.org/W2806929007","https://openalex.org/W2807188597","https://openalex.org/W2889961245","https://openalex.org/W2894711094","https://openalex.org/W2895547478","https://openalex.org/W2901643192","https://openalex.org/W2926691444","https://openalex.org/W2937269099","https://openalex.org/W2952230511","https://openalex.org/W2971288699","https://openalex.org/W3010212250","https://openalex.org/W3021175879","https://openalex.org/W3036568251","https://openalex.org/W3055940579","https://openalex.org/W3064097317","https://openalex.org/W3080359515","https://openalex.org/W3080722140","https://openalex.org/W3088969866","https://openalex.org/W3093560909","https://openalex.org/W3099032418","https://openalex.org/W3105051840","https://openalex.org/W3109121317","https://openalex.org/W3112028611","https://openalex.org/W4236791902","https://openalex.org/W6683738474"],"related_works":["https://openalex.org/W2607264580","https://openalex.org/W2587896742","https://openalex.org/W4284697452","https://openalex.org/W1997795943","https://openalex.org/W4308793916","https://openalex.org/W3119453588","https://openalex.org/W1998540199","https://openalex.org/W1481792368","https://openalex.org/W3036124657","https://openalex.org/W4248176152"],"abstract_inverted_index":{"Accidents":[0],"of":[1,7,18,32,51,58,145,201,209],"various":[2],"types":[3,104],"in":[4,55,193],"the":[5,52,56,116,142,150,166,179,199,206],"construction":[6,57,196,212],"hydropower":[8,59,194,210],"engineering":[9,60,195,211],"projects":[10,61],"occur":[11],"frequently,":[12],"which":[13],"leads":[14],"to":[15,44,95,113,140,183,197],"significant":[16,30],"numbers":[17],"casualties":[19],"and":[20,24,46,76,102,120,165,169,186,203],"economic":[21],"losses.":[22],"Identifying":[23],"eliminating":[25],"near":[26],"misses":[27],"are":[28,62,129],"a":[29,88,132,171],"means":[31],"preventing":[33],"accidents.":[34],"Mining":[35],"near-miss":[36,100,103,146,190],"data":[37,53,65,71,98],"can":[38],"provide":[39],"valuable":[40],"information":[41,143],"on":[42,87,99],"how":[43],"mitigate":[45],"control":[47],"hazards.":[48],"However,":[49],"most":[50],"generated":[54],"semi-structured":[63,176],"text":[64,161],"without":[66],"unified":[67],"standard":[68],"expression,":[69],"so":[70],"association":[72,127,155,163],"analysis":[73],"is":[74,93,111,138,181],"time-consuming":[75],"labor-intensive.":[77],"Thus,":[78],"an":[79],"artificial":[80],"intelligence":[81],"(AI)":[82],"automatic":[83],"classification":[84],"method":[85,159,180],"based":[86],"convolutional":[89],"neural":[90],"network":[91,133],"(CNN)":[92],"adopted":[94],"obtain":[96],"structured":[97,124],"locations":[101],"from":[105],"safety":[106,207],"records.":[107],"The":[108,126,157],"apriori":[109],"algorithm":[110],"used":[112,139],"further":[114],"mine":[115],"associations":[117],"between":[118],"\"locations\"":[119],"\"types\"":[121],"by":[122],"scanning":[123],"data.":[125],"results":[128],"visualized":[130],"using":[131,149],"diagram.":[134],"A":[135],"Sankey":[136,167],"diagram":[137],"reveal":[141],"flow":[144],"specific":[147],"objects":[148],"\"location":[151],"\u27f6":[152],"type\"":[153],"strong":[154],"rule.":[156],"proposed":[158],"combines":[160],"classification,":[162],"rules,":[164],"diagrams":[168],"provides":[170],"novel":[172],"approach":[173],"for":[174,188],"mining":[175],"text.":[177],"Moreover,":[178],"proven":[182],"be":[184],"useful":[185],"efficient":[187],"exploring":[189],"distribution":[191],"laws":[192],"reduce":[198],"possibility":[200],"accidents":[202],"efficiently":[204],"improve":[205],"level":[208],"sites.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}