{"id":"https://openalex.org/W4387878487","doi":"https://doi.org/10.3233/faia230701","title":"Improving Disaster Response by Combining Automated Text Information Extraction from Images and Text on Social Media","display_name":"Improving Disaster Response by Combining Automated Text Information Extraction from Images and Text on Social Media","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4387878487","doi":"https://doi.org/10.3233/faia230701"},"language":"en","primary_location":{"id":"doi:10.3233/faia230701","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230701","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230701","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230701","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022233837","display_name":"Hafiz Budi Firmansyah","orcid":"https://orcid.org/0000-0002-2207-7776"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Hafiz Budi Firmansyah","raw_affiliation_strings":["University of Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027164522","display_name":"Carlo Alberto Bono","orcid":"https://orcid.org/0000-0002-5734-1274"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlo Alberto Bono","raw_affiliation_strings":["Politecnico di Milano, DEIB, Italy"],"affiliations":[{"raw_affiliation_string":"Politecnico di Milano, DEIB, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038494898","display_name":"Valerio Lorini","orcid":"https://orcid.org/0000-0003-2148-5476"},"institutions":[{"id":"https://openalex.org/I4210133948","display_name":"Joint Research Centre","ror":"https://ror.org/02ptz5951","country_code":"DE","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210133948","https://openalex.org/I4210161702"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Valerio Lorini","raw_affiliation_strings":["European Comission \u2013 Joint Research Centre, Ispra"],"affiliations":[{"raw_affiliation_string":"European Comission \u2013 Joint Research Centre, Ispra","institution_ids":["https://openalex.org/I4210133948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014918148","display_name":"Jes\u00fas Cerquides","orcid":"https://orcid.org/0000-0002-3752-644X"},"institutions":[{"id":"https://openalex.org/I4210131846","display_name":"Artificial Intelligence Research Institute","ror":"https://ror.org/03c0ach84","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210131846"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jesus Cerquides","raw_affiliation_strings":["Artificial Intelligence Research Institute IIIA-CSIC, Spain"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Institute IIIA-CSIC, Spain","institution_ids":["https://openalex.org/I4210131846"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002484720","display_name":"Jose Luis Fernandez-Marquez","orcid":"https://orcid.org/0000-0002-0254-0794"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jose Luis Fernandez-Marquez","raw_affiliation_strings":["University of Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5022233837"],"corresponding_institution_ids":["https://openalex.org/I114457229"],"apc_list":null,"apc_paid":null,"fwci":5.8261,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.96025641,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11121","display_name":"Public Relations and Crisis Communication","score":0.9750000238418579,"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":0.9750000238418579,"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/T10747","display_name":"Disaster Management and Resilience","score":0.9616000056266785,"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/geolocation","display_name":"Geolocation","score":0.970561146736145},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.8467981815338135},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6309394240379333},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5460772514343262},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.49909424781799316},{"id":"https://openalex.org/keywords/disaster-response","display_name":"Disaster response","score":0.42173439264297485},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41707438230514526},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3109607696533203},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.30608856678009033},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.1527038812637329}],"concepts":[{"id":"https://openalex.org/C22041718","wikidata":"https://www.wikidata.org/wiki/Q638949","display_name":"Geolocation","level":2,"score":0.970561146736145},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.8467981815338135},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6309394240379333},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5460772514343262},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.49909424781799316},{"id":"https://openalex.org/C3018653863","wikidata":"https://www.wikidata.org/wiki/Q5281355","display_name":"Disaster response","level":3,"score":0.42173439264297485},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41707438230514526},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3109607696533203},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.30608856678009033},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.1527038812637329},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia230701","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230701","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230701","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia230701","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia230701","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/FAIA230701","source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Climate action","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5464936042","display_name":null,"funder_award_id":"872944","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G6767529555","display_name":"Citizen Science for Monitoring Climate Impacts and Achieving Climate Resilience","funder_award_id":"872944","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320328515","display_name":"Lembaga Pengelola Dana Pendidikan","ror":null},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387878487.pdf"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W1984827660","https://openalex.org/W2250457198","https://openalex.org/W2329323172","https://openalex.org/W2548137382","https://openalex.org/W2550857530","https://openalex.org/W2584161741","https://openalex.org/W2646058211","https://openalex.org/W2774938489","https://openalex.org/W2798683079","https://openalex.org/W2799094075","https://openalex.org/W2947169802","https://openalex.org/W2970054358","https://openalex.org/W3185956072","https://openalex.org/W4226153674","https://openalex.org/W4231146481","https://openalex.org/W4306406542","https://openalex.org/W4319663629","https://openalex.org/W4386361519","https://openalex.org/W6729101478","https://openalex.org/W7025000237"],"related_works":["https://openalex.org/W2067219739","https://openalex.org/W4231146481","https://openalex.org/W2550857530","https://openalex.org/W3107978241","https://openalex.org/W2945669656","https://openalex.org/W4241945896","https://openalex.org/W2394422641","https://openalex.org/W2578808763","https://openalex.org/W2096153544","https://openalex.org/W4247415845"],"abstract_inverted_index":{"During":[0],"disasters,":[1],"social":[2,30,51,81,95],"media":[3,31,52,82,96],"can":[4],"serve":[5],"as":[6],"a":[7,99],"valuable":[8],"source":[9],"of":[10,25,49,77,94],"real-time":[11],"information":[12,27,34,86,97],"about":[13],"the":[14,23,47,75,88,92],"impacts":[15],"on":[16,90],"people":[17],"and":[18,56],"infrastructure.":[19],"However,":[20],"due":[21],"to":[22,45],"lack":[24],"geographical":[26],"in":[28,63],"most":[29],"posts,":[32],"this":[33,70,72],"is":[35],"often":[36],"underutilized":[37],"by":[38],"first":[39],"responders.":[40],"Previous":[41],"research":[42],"has":[43],"attempted":[44],"estimate":[46],"location":[48],"individual":[50],"posts":[53],"using":[54],"text":[55,79],"image":[57],"analysis,":[58],"but":[59],"limitations":[60],"still":[61],"exist":[62],"fine-grained":[64],"disaster":[65],"area":[66],"mapping.":[67],"To":[68],"address":[69],"issue,":[71],"paper":[73],"analyses":[74],"performance":[76],"combining":[78],"from":[80,87],"post":[83],"with":[84],"textual":[85],"images":[89],"improving":[91],"geolocation":[93],"during":[98],"disaster.":[100]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-13T16:22:10.518609","created_date":"2025-10-10T00:00:00"}
