{"id":"https://openalex.org/W2781546120","doi":"https://doi.org/10.1007/978-3-319-73706-5_17","title":"How Social Media Text Analysis Can Inform Disaster Management","display_name":"How Social Media Text Analysis Can Inform Disaster Management","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2781546120","doi":"https://doi.org/10.1007/978-3-319-73706-5_17","mag":"2781546120"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-73706-5_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-73706-5_17","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-319-73706-5_17.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-319-73706-5_17.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060051598","display_name":"Sabine Gr\u00fcnder-Fahrer","orcid":"https://orcid.org/0000-0003-0054-5003"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sabine Gr\u00fcnder-Fahrer","raw_affiliation_strings":["Institute for Applied Informatics, Hainstra\u00dfe 11, 04109, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Applied Informatics, Hainstra\u00dfe 11, 04109, Leipzig, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025877672","display_name":"Antje Schlaf","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antje Schlaf","raw_affiliation_strings":["Institute for Applied Informatics, Hainstra\u00dfe 11, 04109, Leipzig, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Applied Informatics, Hainstra\u00dfe 11, 04109, Leipzig, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087291774","display_name":"Sebastian Wustmann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sebastian Wustmann","raw_affiliation_strings":["CID GmbH, Gewerbepark Birkenhain 1, 63579, Freigericht, Germany"],"affiliations":[{"raw_affiliation_string":"CID GmbH, Gewerbepark Birkenhain 1, 63579, Freigericht, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060051598"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":9.2061,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.97581451,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"199","last_page":"207"},"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/T10747","display_name":"Disaster Management and Resilience","score":0.9758999943733215,"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"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9628999829292297,"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":0.7819424867630005},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7443178296089172},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.6226997375488281},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5753147006034851},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5553374886512756},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5108377933502197},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.43231499195098877},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.4306923449039459},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.35465723276138306},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.21425873041152954},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.16710582375526428},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12866848707199097}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7819424867630005},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7443178296089172},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.6226997375488281},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5753147006034851},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5553374886512756},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5108377933502197},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.43231499195098877},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.4306923449039459},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35465723276138306},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.21425873041152954},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.16710582375526428},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12866848707199097},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-73706-5_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-73706-5_17","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-319-73706-5_17.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-73706-5_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-73706-5_17","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-319-73706-5_17.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.6700000166893005,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G3981126665","display_name":null,"funder_award_id":"Seventh Framework Programme","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4715846172","display_name":"Security System for language and image analysis","funder_award_id":"607691","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2781546120.pdf","grobid_xml":"https://content.openalex.org/works/W2781546120.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W17868741","https://openalex.org/W166614460","https://openalex.org/W2098730244","https://openalex.org/W2767436750","https://openalex.org/W4230607465","https://openalex.org/W4308951891"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2140798747","https://openalex.org/W2948169060","https://openalex.org/W2730112582","https://openalex.org/W2110696645","https://openalex.org/W2358580169","https://openalex.org/W2111347279","https://openalex.org/W1977056376","https://openalex.org/W2487211728","https://openalex.org/W2945669656"],"abstract_inverted_index":{"Digitalization":[0],"and":[1,69],"the":[2,12,33,54,77,80,88,91],"rise":[3],"of":[4,79,84,90,105],"social":[5,40,99],"media":[6,41,100],"have":[7,19],"led":[8],"disaster":[9,51,108],"management":[10],"to":[11,20,61,75,96],"insight":[13],"that":[14,44],"modern":[15],"information":[16,70,106],"technology":[17],"will":[18,93],"play":[21],"a":[22,28,36,102],"key":[23],"role":[24],"in":[25,48,53],"dealing":[26],"with":[27,50],"crisis.":[29],"In":[30],"this":[31],"context,":[32],"paper":[34],"introduces":[35],"NLP":[37],"software":[38],"for":[39,107],"text":[42,67],"analysis":[43],"has":[45],"been":[46],"developed":[47],"cooperation":[49],"managers":[52],"European":[55],"project":[56],"Slandail.":[57],"The":[58],"aim":[59],"is":[60],"show":[62],"how":[63],"state-of-the-art":[64],"techniques":[65],"from":[66],"mining":[68],"extraction":[71],"can":[72],"be":[73,94],"applied":[74],"fulfil":[76],"requirements":[78],"end-users.":[81],"By":[82],"way":[83],"example":[85],"use":[86],"cases":[87],"capacity":[89],"approach":[92],"demonstrated":[95],"make":[97],"available":[98],"as":[101],"valuable":[103],"source":[104],"management.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
