{"id":"https://openalex.org/W4406322338","doi":"https://doi.org/10.1109/tcss.2024.3520627","title":"Two-Stage Construction Method of Event Knowledge Graph for Emergency Disposal of Gas Accidents","display_name":"Two-Stage Construction Method of Event Knowledge Graph for Emergency Disposal of Gas Accidents","publication_year":2025,"publication_date":"2025-01-13","ids":{"openalex":"https://openalex.org/W4406322338","doi":"https://doi.org/10.1109/tcss.2024.3520627"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2024.3520627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3520627","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","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/A5115863132","display_name":"Li Zixuan","orcid":null},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Zixuan","raw_affiliation_strings":["Institute of Electrical and Information Engineering and Beijing Key Laboratory of Intelligent Processing for Building Big Data, Beijing University of Civil Engineering and Architecture, Beijing, PR China"],"raw_orcid":"https://orcid.org/0009-0004-4484-2346","affiliations":[{"raw_affiliation_string":"Institute of Electrical and Information Engineering and Beijing Key Laboratory of Intelligent Processing for Building Big Data, Beijing University of Civil Engineering and Architecture, Beijing, PR China","institution_ids":["https://openalex.org/I62853816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024851100","display_name":"Hu Yuling","orcid":"https://orcid.org/0000-0002-7122-455X"},"institutions":[{"id":"https://openalex.org/I62853816","display_name":"Beijing University of Civil Engineering and Architecture","ror":"https://ror.org/02yj0p855","country_code":"CN","type":"education","lineage":["https://openalex.org/I62853816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hu Yuling","raw_affiliation_strings":["Institute of Electrical and Information Engineering and Beijing Key Laboratory of Intelligent Processing for Building Big Data, Beijing University of Civil Engineering and Architecture, Beijing, PR China"],"raw_orcid":"https://orcid.org/0000-0002-7122-455X","affiliations":[{"raw_affiliation_string":"Institute of Electrical and Information Engineering and Beijing Key Laboratory of Intelligent Processing for Building Big Data, Beijing University of Civil Engineering and Architecture, Beijing, PR China","institution_ids":["https://openalex.org/I62853816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086809274","display_name":"Qi Zichen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qi Zichen","raw_affiliation_strings":["Beijing Gas Group Company Ltd. No. 5 Branch, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-0849-3351","affiliations":[{"raw_affiliation_string":"Beijing Gas Group Company Ltd. No. 5 Branch, Beijing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115863133","display_name":"Li Jiafeng","orcid":"https://orcid.org/0000-0002-3427-5083"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li Jiafeng","raw_affiliation_strings":["Beijing Gas Group Company Ltd. No. 4 Branch, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3427-5083","affiliations":[{"raw_affiliation_string":"Beijing Gas Group Company Ltd. No. 4 Branch, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":1.3134,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8136139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"12","issue":"5","first_page":"2535","last_page":"2548"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.8720999956130981,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":0.8720999956130981,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.8065000176429749,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.7749999761581421,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4981710910797119},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.45954909920692444},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.4449229836463928},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.4316995143890381},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.41356411576271057},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3670154809951782},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.32738369703292847},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20425555109977722},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16520437598228455},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13494262099266052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4981710910797119},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.45954909920692444},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.4449229836463928},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4316995143890381},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.41356411576271057},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3670154809951782},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.32738369703292847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20425555109977722},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16520437598228455},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13494262099266052},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2024.3520627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2024.3520627","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7740850395","display_name":null,"funder_award_id":"2023YFC30089","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1832693441","https://openalex.org/W2025331472","https://openalex.org/W2250539671","https://openalex.org/W2584108122","https://openalex.org/W2739874095","https://openalex.org/W2741577033","https://openalex.org/W2766262633","https://openalex.org/W2774421950","https://openalex.org/W2808142148","https://openalex.org/W2890386138","https://openalex.org/W2891553865","https://openalex.org/W2951156590","https://openalex.org/W2952370363","https://openalex.org/W2969414556","https://openalex.org/W2970183140","https://openalex.org/W2971296908","https://openalex.org/W2975412433","https://openalex.org/W2975826719","https://openalex.org/W3034617555","https://openalex.org/W3173964750","https://openalex.org/W3176032431","https://openalex.org/W4211262673","https://openalex.org/W4214584328","https://openalex.org/W4220750139","https://openalex.org/W4226263955","https://openalex.org/W4281916682","https://openalex.org/W4283080005","https://openalex.org/W4283769033","https://openalex.org/W4285195691","https://openalex.org/W4292068979","https://openalex.org/W4306975322","https://openalex.org/W4307091486","https://openalex.org/W4318833605","https://openalex.org/W4321381026","https://openalex.org/W4323868014","https://openalex.org/W4376149448","https://openalex.org/W4383645780","https://openalex.org/W4384517925","https://openalex.org/W4385245566","https://openalex.org/W4389955586","https://openalex.org/W4390096875","https://openalex.org/W4391757448","https://openalex.org/W4395027723","https://openalex.org/W4401496517"],"related_works":["https://openalex.org/W2329386257","https://openalex.org/W2503350049","https://openalex.org/W2397616145","https://openalex.org/W2397320258","https://openalex.org/W4324058133","https://openalex.org/W648618910","https://openalex.org/W4393624937","https://openalex.org/W4296658948","https://openalex.org/W3167355683","https://openalex.org/W2326994841"],"abstract_inverted_index":{"Aiming":[0],"at":[1,50],"the":[2,28,51,59,72,111,121,134,137,148,164,178,210,213,231,234,237,246],"ambiguous":[3],"and":[4,107,113],"unclarity":[5],"logical":[6],"relationship":[7,182,239],"among":[8],"disposal":[9,114,201,263],"text":[10,23,39],"information":[11,115,167],"in":[12,58,82,110,127,133,202,209,222,264],"gas":[13,20,33,38,45,83,128,199,265],"emergencies,":[14],"a":[15,37,155,190],"two-stage":[16],"method":[17,42,248],"focusing":[18],"on":[19,163],"accident":[21,46,117,129,200],"case":[22,130],"is":[24,48,101,144,196,249],"proposed":[25,49,247],"for":[26,44,198,261],"constructing":[27],"event":[29,192],"knowledge":[30,63,194],"graph":[31,195],"of":[32,74,116,123,151,173,180,220,236,245],"emergency":[34,262],"disposal.":[35],"First,":[36],"joint":[40],"extraction":[41,126],"(GTJM)":[43],"cases":[47,84],"first":[52,211],"stage.":[53],"The":[54,95,171,204,243,254],"multigranularity":[55],"training":[56],"tasks":[57],"enhanced":[60],"representation":[61,140],"through":[62,251],"integration":[64],"(ERNIE)":[65],"pretrained":[66],"model":[67,215],"are":[68],"used":[69,145],"to":[70,90,104,119,146,226],"address":[71],"issue":[73],"insufficient":[75],"context":[76],"understanding":[77],"when":[78],"processing":[79],"long":[80,185],"texts":[81],"while":[85,154],"combining":[86],"multihead":[87],"attention":[88],"mechanism":[89],"obtain":[91],"richer":[92],"semantic":[93,166],"information.":[94],"cascade":[96],"binary":[97],"tagging":[98],"framework":[99],"(CasRel)":[100],"then":[102],"utilized":[103],"extract":[105],"entities":[106],"relationships":[108],"contained":[109],"background":[112],"cases,":[118],"tackle":[120],"problem":[122,179],"overlapping":[124],"entity":[125],"texts.":[131],"Second,":[132],"second":[135,232],"stage,":[136],"bidirectional":[138],"encoder":[139],"from":[141],"transformers":[142],"(BERT)":[143],"capture":[147],"contextual":[149],"features":[150],"compressed":[152,169],"events,":[153],"novel":[156],"Incept-text":[157],"convolutional":[158],"neural":[159],"network":[160],"(TextCNN)":[161],"focuses":[162],"global":[165],"within":[168],"events.":[170],"combination":[172],"both":[174],"models":[175],"could":[176,256],"resolve":[177],"sequential":[181,238],"identification":[183,240],"between":[184],"events":[186],"much":[187],"better.":[188],"Finally,":[189],"clear":[191],"logic":[193],"formed":[197],"emergencies.":[203],"experimental":[205],"results":[206],"indicate":[207],"that":[208],"phase,":[212,233],"GTJM":[214],"has":[216],"an":[217],"average":[218],"improvement":[219],"7%":[221],"F1":[223],"value":[224],"compared":[225],"other":[227],"baseline":[228],"models.":[229],"In":[230],"accuracy":[235],"reaches":[241],"92%.":[242],"feasibility":[244],"verified":[250],"real":[252],"cases.":[253],"study":[255],"provide":[257],"auxiliary":[258],"decision":[259],"support":[260],"accidents.":[266]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
