{"id":"https://openalex.org/W2946553035","doi":"https://doi.org/10.1109/mis.2019.2917443","title":"Relevancy Identification Across Languages and Crisis Types","display_name":"Relevancy Identification Across Languages and Crisis Types","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2946553035","doi":"https://doi.org/10.1109/mis.2019.2917443","mag":"2946553035"},"language":"en","primary_location":{"id":"doi:10.1109/mis.2019.2917443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2019.2917443","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"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 Intelligent 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/A5101580053","display_name":"Prashant Khare","orcid":"https://orcid.org/0000-0001-6217-2340"},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Prashant Khare","raw_affiliation_strings":["The Open University"],"raw_orcid":"https://orcid.org/0000-0001-6217-2340","affiliations":[{"raw_affiliation_string":"The Open University","institution_ids":["https://openalex.org/I204136569"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007953039","display_name":"Gr\u00e9goire Burel","orcid":"https://orcid.org/0000-0003-0029-5219"},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gregoire Burel","raw_affiliation_strings":["The Open University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Open University","institution_ids":["https://openalex.org/I204136569"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074716096","display_name":"Harith Alani","orcid":"https://orcid.org/0000-0003-2784-349X"},"institutions":[{"id":"https://openalex.org/I204136569","display_name":"The Open University","ror":"https://ror.org/05mzfcs16","country_code":"GB","type":"education","lineage":["https://openalex.org/I204136569"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Harith Alani","raw_affiliation_strings":["The Open University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Open University","institution_ids":["https://openalex.org/I204136569"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204136569"],"apc_list":null,"apc_paid":null,"fwci":0.699,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.77773643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"34","issue":"3","first_page":"19","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11121","display_name":"Public Relations and Crisis Communication","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11121","display_name":"Public Relations and Crisis Communication","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10747","display_name":"Disaster Management and Resilience","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/computer-science","display_name":"Computer science","score":0.8159853219985962},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.7104211449623108},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6323180198669434},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5501589775085449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5306422114372253},{"id":"https://openalex.org/keywords/language-identification","display_name":"Language identification","score":0.4524742662906647},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4398408532142639},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42508426308631897},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32305634021759033},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.25824910402297974},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2202504277229309}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8159853219985962},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.7104211449623108},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6323180198669434},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5501589775085449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5306422114372253},{"id":"https://openalex.org/C129792486","wikidata":"https://www.wikidata.org/wiki/Q1050419","display_name":"Language identification","level":3,"score":0.4524742662906647},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4398408532142639},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42508426308631897},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32305634021759033},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.25824910402297974},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2202504277229309},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mis.2019.2917443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mis.2019.2917443","pdf_url":null,"source":{"id":"https://openalex.org/S114241109","display_name":"IEEE Intelligent Systems","issn_l":"1541-1672","issn":["1541-1672","1941-1294"],"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 Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:oro.open.ac.uk:61477","is_oa":false,"landing_page_url":"https://oro.open.ac.uk/61477/1/preprint_downloaded.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4377196284","display_name":"Open Research Online - ORO (The Open University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204136569","host_organization_name":"The Open University","host_organization_lineage":["https://openalex.org/I204136569"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W10004740","https://openalex.org/W2029645705","https://openalex.org/W2081212507","https://openalex.org/W2142262074","https://openalex.org/W2151098288","https://openalex.org/W2168681026","https://openalex.org/W2280776734","https://openalex.org/W2525778437","https://openalex.org/W2567058318","https://openalex.org/W2753193937","https://openalex.org/W2761834329","https://openalex.org/W2764289230","https://openalex.org/W2798287483","https://openalex.org/W2800979449","https://openalex.org/W2807945507","https://openalex.org/W2890773377","https://openalex.org/W2953056723","https://openalex.org/W2963261224","https://openalex.org/W2963424877","https://openalex.org/W6680819841","https://openalex.org/W6695612011","https://openalex.org/W6727690538","https://openalex.org/W6731690790","https://openalex.org/W6745145502","https://openalex.org/W6745374236","https://openalex.org/W6750740278","https://openalex.org/W6752518233","https://openalex.org/W6754126545","https://openalex.org/W6764614476"],"related_works":["https://openalex.org/W3213549959","https://openalex.org/W3129739276","https://openalex.org/W3108387573","https://openalex.org/W2924380321","https://openalex.org/W3082797515","https://openalex.org/W2771143306","https://openalex.org/W2532974797","https://openalex.org/W2271356425","https://openalex.org/W4383616786","https://openalex.org/W4210643529"],"abstract_inverted_index":{"Social":[0],"media":[1,22],"plays":[2],"a":[3,63,69,83,93,101,113],"vital":[4],"role":[5],"in":[6,124],"information":[7],"sharing":[8],"during":[9],"disasters.":[10],"Unfortunately,":[11],"the":[12,73,122,127],"overwhelming":[13],"volume":[14],"and":[15,32,136,138,144],"variety":[16],"of":[17,134],"data":[18,42,107],"generated":[19],"on":[20,47,62,131,140],"social":[21],"make":[23],"it":[24],"challenging":[25],"to":[26,39,58,68,110,112],"sieve":[27],"through":[28],"such":[29,52],"content":[30],"manually":[31],"determine":[33],"its":[34],"relevancy.":[35],"Most":[36],"automated":[37],"approaches":[38,53],"classify":[40],"crisis":[41,65,80,135,142],"for":[43,86,105],"relevancy":[44,111],"are":[45],"based":[46],"classic":[48],"statistical":[49],"features.":[50],"However,":[51],"do":[54],"not":[55,76,92],"adapt":[56],"well":[57],"situations":[59],"when":[60],"applied":[61],"new":[64,70,84,141],"event,":[66],"or":[67,89],"language":[71,137],"that":[72],"model":[74,85,128],"was":[75],"trained":[77,130],"on.":[78],"In":[79,96],"situations,":[81],"training":[82],"particular":[87],"crises":[88],"languages":[90],"is":[91,129],"viable":[94],"approach.":[95],"this":[97,119],"paper,":[98],"we":[99],"introduce":[100],"hybrid":[102],"semantic-statistical":[103],"approach":[104,120],"classifying":[106],"with":[108],"regards":[109],"given":[114],"crisis.":[115],"We":[116],"demonstrate":[117],"how":[118],"outperforms":[121],"baselines":[123],"scenarios":[125],"where":[126],"one":[132],"type":[133],"tested":[139],"types":[143],"additional":[145],"languages.":[146]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}