{"id":"https://openalex.org/W4406355378","doi":"https://doi.org/10.1109/ictc62082.2024.10826644","title":"Enhancing Emergency Situational Awareness Models by Correcting Mislabelled Data","display_name":"Enhancing Emergency Situational Awareness Models by Correcting Mislabelled Data","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4406355378","doi":"https://doi.org/10.1109/ictc62082.2024.10826644"},"language":"en","primary_location":{"id":"doi:10.1109/ictc62082.2024.10826644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-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/A5101804019","display_name":"Eunjung Kwon","orcid":"https://orcid.org/0000-0002-0308-4356"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eunjung Kwon","raw_affiliation_strings":["Police Science & Public Safety ICT Research Center, Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Police Science & Public Safety ICT Research Center, Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430926","display_name":"Hyunho Park","orcid":"https://orcid.org/0000-0002-9943-1497"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunho Park","raw_affiliation_strings":["Police Science & Public Safety ICT Research Center, Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Police Science & Public Safety ICT Research Center, Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101652437","display_name":"Minjung Lee","orcid":"https://orcid.org/0000-0002-7110-7353"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Minjung Lee","raw_affiliation_strings":["Police Science & Public Safety ICT Research Center, Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Police Science & Public Safety ICT Research Center, Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073799568","display_name":"Sungwon Byon","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungwon Byon","raw_affiliation_strings":["Police Science & Public Safety ICT Research Center, Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Police Science & Public Safety ICT Research Center, Electronics and Telecommunications Research Institute,Daejeon,Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21962985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1710","last_page":"1712"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9714000225067139,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9714000225067139,"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/T10757","display_name":"Geographic Information Systems Studies","score":0.9049999713897705,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.8193078637123108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6659373044967651},{"id":"https://openalex.org/keywords/situational-ethics","display_name":"Situational ethics","score":0.4866696000099182},{"id":"https://openalex.org/keywords/emergency-response","display_name":"Emergency response","score":0.4310094714164734},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.4277806878089905},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.2369156777858734},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1269281804561615},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10551914572715759},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10544547438621521}],"concepts":[{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.8193078637123108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6659373044967651},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.4866696000099182},{"id":"https://openalex.org/C3017997152","wikidata":"https://www.wikidata.org/wiki/Q814610","display_name":"Emergency response","level":2,"score":0.4310094714164734},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.4277806878089905},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.2369156777858734},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1269281804561615},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10551914572715759},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10544547438621521},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc62082.2024.10826644","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10826644","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2167460663","https://openalex.org/W2809237945","https://openalex.org/W2996060033","https://openalex.org/W3042609801","https://openalex.org/W6743885473","https://openalex.org/W6753772092"],"related_works":["https://openalex.org/W4381733965","https://openalex.org/W3122896710","https://openalex.org/W2767243914","https://openalex.org/W2366534746","https://openalex.org/W2079003431","https://openalex.org/W2326756920","https://openalex.org/W2155132045","https://openalex.org/W334881608","https://openalex.org/W2358671879","https://openalex.org/W2394422641"],"abstract_inverted_index":{"The":[0],"data":[1],"labels":[2,79,99],"that":[3,48,62,91,110],"feed":[4],"machine":[5],"learning":[6,113],"are":[7,66,92],"usually":[8],"the":[9,40,55,63,78,89,123,127,130],"result":[10,41],"of":[11,42,98,129],"someone's":[12],"painstaking":[13],"labor.":[14],"This":[15],"task":[16],"demands":[17],"focused":[18],"attention":[19],"and":[20,125],"is":[21,26,100,114,119],"not":[22,101],"inherently":[23],"enjoyable,":[24],"which":[25],"why":[27],"many":[28],"platforms":[29],"outsource":[30],"it.":[31],"However,":[32],"we":[33,45,82,106],"cannot":[34,59],"ascertain":[35],"a":[36,95,108],"100%":[37],"accuracy":[38],"in":[39,52,94,122],"labeling.":[43],"Sometimes":[44],"use":[46],"datasets":[47],"can":[49],"be":[50,60],"downloaded":[51],"bulk":[53],"from":[54],"internet;":[56],"however,":[57],"it":[58],"ensured":[61],"labeled":[64],"values":[65],"accurate":[67],"as":[68],"well.":[69],"Even":[70],"though":[71],"if":[72,117],"someone":[73],"were":[74],"to":[75,112],"collect":[76],"only":[77],"with":[80],"errors,":[81],"could":[83],"relabel":[84],"them":[85],"correctly,":[86],"but":[87],"finding":[88],"ones":[90],"wrong":[93],"large":[96],"number":[97],"trivial.":[102],"In":[103],"this":[104],"paper,":[105],"propose":[107],"ensure":[109],"method":[111,131],"successful":[115],"even":[116],"there":[118],"some":[120],"error":[121],"labels,":[124],"present":[126],"effectiveness":[128],"through":[132],"proposed":[133],"experiments.":[134]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}