{"id":"https://openalex.org/W4405521609","doi":"https://doi.org/10.1109/ict-dm62768.2024.10798933","title":"Towards Useful Event Detection and Sentiment Analysis of OSN for Disaster Management","display_name":"Towards Useful Event Detection and Sentiment Analysis of OSN for Disaster Management","publication_year":2024,"publication_date":"2024-11-19","ids":{"openalex":"https://openalex.org/W4405521609","doi":"https://doi.org/10.1109/ict-dm62768.2024.10798933"},"language":"en","primary_location":{"id":"doi:10.1109/ict-dm62768.2024.10798933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict-dm62768.2024.10798933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","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/A5115525043","display_name":"Malika Noui","orcid":null},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Malika Noui","raw_affiliation_strings":["University Setif 1, Ferhat ABBAS,Faculty of Sciences,Department of Computer Science,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University Setif 1, Ferhat ABBAS,Faculty of Sciences,Department of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003397920","display_name":"Abdelaziz Lakhfif","orcid":"https://orcid.org/0000-0002-3287-5456"},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelaziz Lakhfif","raw_affiliation_strings":["University Setif 1, Ferhat ABBAS,Faculty of Sciences,Department of Computer Science,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University Setif 1, Ferhat ABBAS,Faculty of Sciences,Department of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086565162","display_name":"Mohamed Amin Laouadi","orcid":"https://orcid.org/0000-0002-6215-2769"},"institutions":[{"id":"https://openalex.org/I40193446","display_name":"University Ferhat Abbas of Setif","ror":"https://ror.org/02rzqza52","country_code":"DZ","type":"education","lineage":["https://openalex.org/I40193446"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohamed Amin Laouadi","raw_affiliation_strings":["University Setif 1, Ferhat ABBAS,Faculty of Sciences,Department of Computer Science,Setif,Algeria"],"affiliations":[{"raw_affiliation_string":"University Setif 1, Ferhat ABBAS,Faculty of Sciences,Department of Computer Science,Setif,Algeria","institution_ids":["https://openalex.org/I40193446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5115525043"],"corresponding_institution_ids":["https://openalex.org/I40193446"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26794949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.932699978351593,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.932699978351593,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.9215999841690063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6296958923339844},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6021459102630615},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.5650578141212463},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.4593830704689026},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3720153868198395},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.35931628942489624},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.18250733613967896},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.08120119571685791}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6296958923339844},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6021459102630615},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.5650578141212463},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.4593830704689026},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3720153868198395},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35931628942489624},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.18250733613967896},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.08120119571685791},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ict-dm62768.2024.10798933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict-dm62768.2024.10798933","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.8799999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1964322977","https://openalex.org/W2015503141","https://openalex.org/W2952133361","https://openalex.org/W2981428584","https://openalex.org/W2991358176","https://openalex.org/W3035035250","https://openalex.org/W3042146777","https://openalex.org/W3096887682","https://openalex.org/W3101540846","https://openalex.org/W3167369375","https://openalex.org/W3170414516","https://openalex.org/W3199146084","https://openalex.org/W4283379276","https://openalex.org/W4285294962","https://openalex.org/W4296964112","https://openalex.org/W4297094638","https://openalex.org/W4309723472","https://openalex.org/W4312627839","https://openalex.org/W4315780900","https://openalex.org/W4317039482","https://openalex.org/W4323240331","https://openalex.org/W4327958857","https://openalex.org/W4388342962","https://openalex.org/W4391044563","https://openalex.org/W4392452732","https://openalex.org/W6680230698","https://openalex.org/W6732499259","https://openalex.org/W6755207826","https://openalex.org/W6766673545"],"related_works":["https://openalex.org/W2548633793","https://openalex.org/W3013279174","https://openalex.org/W2941935829","https://openalex.org/W2596247554","https://openalex.org/W3132372214","https://openalex.org/W4224284088","https://openalex.org/W4286571989","https://openalex.org/W2765903680","https://openalex.org/W4317653575","https://openalex.org/W2801635251"],"abstract_inverted_index":{"Event":[0],"detection":[1,73],"and":[2,20,55,82,95,138],"sentiment":[3,54,128],"analysis":[4,57,129],"have":[5],"received":[6],"considerable":[7],"research":[8],"attention":[9],"due":[10],"primarily":[11],"to":[12,91],"the":[13,63,68,103,107,127,139],"very":[14],"large":[15,150],"amount":[16],"of":[17,31,65,134,155],"contextual":[18],"data":[19],"information":[21,61],"provided":[22],"by":[23,48],"online":[24],"social":[25],"networks":[26],"(OSN)":[27],"about":[28,62],"every":[29],"area":[30],"life.":[32],"Real-time":[33],"events":[34,121],"reported":[35],"in":[36,45],"posted":[37],"messages":[38],"from":[39,123],"OSN":[40],"during":[41],"disasters":[42],"can":[43,58],"help":[44],"disaster":[46],"management":[47],"providing":[49],"useful":[50],"information.":[51],"In":[52],"addition,":[53],"emotion":[56],"provide":[59],"pertinent":[60],"degree":[64],"satisfaction":[66],"with":[67,152],"services":[69],"provided.":[70],"However,":[71],"event":[72,78],"faces":[74],"several":[75],"challenges,":[76],"including":[77],"boundary":[79],"detection,":[80],"ambiguity":[81],"context":[83],"sensitivity.":[84],"Hence,":[85],"we":[86,131],"proposed":[87,108,144],"an":[88],"LSTM":[89],"network":[90],"handle":[92],"long":[93],"sequences":[94],"effectively":[96],"capture":[97],"temporal":[98],"dependencies.":[99],"For":[100,126],"this":[101],"task,":[102,130],"results":[104],"show":[105],"that":[106],"model":[109],"achieves":[110],"a":[111,118,149],"success":[112],"accuracy":[113],"greater":[114],"than":[115],"71.7%":[116],"on":[117,148],"sub-dataset":[119],"containing":[120],"generated":[122],"20":[124],"keywords.":[125],"use":[132],"bag":[133],"words":[135],"(BoW)":[136],"representation":[137],"RoBERTa":[140],"pretrained":[141],"model.":[142],"The":[143],"systems":[145],"were":[146],"used":[147],"dataset":[151],"five":[153],"types":[154],"disasters.":[156]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
