{"id":"https://openalex.org/W2288592915","doi":"https://doi.org/10.1109/ict-dm.2015.7402055","title":"Strategy for processing and analyzing social media data streams in emergencies","display_name":"Strategy for processing and analyzing social media data streams in emergencies","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2288592915","doi":"https://doi.org/10.1109/ict-dm.2015.7402055","mag":"2288592915"},"language":"en","primary_location":{"id":"doi:10.1109/ict-dm.2015.7402055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict-dm.2015.7402055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 2nd 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/A5001996964","display_name":"Matthias Moi","orcid":null},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Matthias Moi","raw_affiliation_strings":["C.I.K. University of Paderborn, Paderborn, Germany"],"affiliations":[{"raw_affiliation_string":"C.I.K. University of Paderborn, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035230371","display_name":"Therese Friberg","orcid":"https://orcid.org/0000-0002-3000-215X"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Therese Friberg","raw_affiliation_strings":["C.I.K. University of Paderborn, Paderborn, Germany"],"affiliations":[{"raw_affiliation_string":"C.I.K. University of Paderborn, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058005553","display_name":"Robin Marterer","orcid":null},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robin Marterer","raw_affiliation_strings":["C.I.K. University of Paderborn, Paderborn, Germany"],"affiliations":[{"raw_affiliation_string":"C.I.K. University of Paderborn, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026464027","display_name":"Christian Reuter","orcid":"https://orcid.org/0000-0003-1920-038X"},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Reuter","raw_affiliation_strings":["Institute for Information Systems, University of Siegen, Siegen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Information Systems, University of Siegen, Siegen, Germany","institution_ids":["https://openalex.org/I206895457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083991929","display_name":"Thomas Ludwig","orcid":"https://orcid.org/0000-0003-4020-6321"},"institutions":[{"id":"https://openalex.org/I206895457","display_name":"University of Siegen","ror":"https://ror.org/02azyry73","country_code":"DE","type":"education","lineage":["https://openalex.org/I206895457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Ludwig","raw_affiliation_strings":["Institute for Information Systems, University of Siegen, Siegen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Information Systems, University of Siegen, Siegen, Germany","institution_ids":["https://openalex.org/I206895457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046535217","display_name":"Deborah Markham","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091376","display_name":"Oxford Computer Consultants (United Kingdom)","ror":"https://ror.org/00ah8d329","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210091376"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Deborah Markham","raw_affiliation_strings":["Oxford Computer Consultants Ltd, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Oxford Computer Consultants Ltd, Oxford, UK","institution_ids":["https://openalex.org/I4210091376"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015535498","display_name":"Mike Hewlett","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091376","display_name":"Oxford Computer Consultants (United Kingdom)","ror":"https://ror.org/00ah8d329","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210091376"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mike Hewlett","raw_affiliation_strings":["Oxford Computer Consultants Ltd, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Oxford Computer Consultants Ltd, Oxford, UK","institution_ids":["https://openalex.org/I4210091376"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030676619","display_name":"Andrew Muddiman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091376","display_name":"Oxford Computer Consultants (United Kingdom)","ror":"https://ror.org/00ah8d329","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210091376"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Muddiman","raw_affiliation_strings":["Oxford Computer Consultants Ltd, Oxford, UK"],"affiliations":[{"raw_affiliation_string":"Oxford Computer Consultants Ltd, Oxford, UK","institution_ids":["https://openalex.org/I4210091376"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5001996964"],"corresponding_institution_ids":["https://openalex.org/I206945453"],"apc_list":null,"apc_paid":null,"fwci":3.0167,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.92497527,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T13274","display_name":"Expert finding and Q&A systems","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11121","display_name":"Public Relations and Crisis Communication","score":0.9912999868392944,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.8292423486709595},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7602391242980957},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.6606931686401367},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.6406900882720947},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6095761060714722},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6044285297393799},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5994194149971008},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5942808985710144},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.47598496079444885},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4661819636821747},{"id":"https://openalex.org/keywords/lag","display_name":"Lag","score":0.4490240812301636},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4425317943096161},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4138021469116211},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24789267778396606},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.19339168071746826},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10320580005645752}],"concepts":[{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.8292423486709595},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7602391242980957},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.6606931686401367},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.6406900882720947},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6095761060714722},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6044285297393799},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5994194149971008},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5942808985710144},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.47598496079444885},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4661819636821747},{"id":"https://openalex.org/C75778745","wikidata":"https://www.wikidata.org/wiki/Q342626","display_name":"Lag","level":2,"score":0.4490240812301636},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4425317943096161},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4138021469116211},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24789267778396606},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.19339168071746826},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10320580005645752},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ict-dm.2015.7402055","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ict-dm.2015.7402055","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 2nd International Conference on Information and Communication Technologies for Disaster Management (ICT-DM)","raw_type":"proceedings-article"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:110560","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/110560/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W96282607","https://openalex.org/W98867496","https://openalex.org/W155754185","https://openalex.org/W255556494","https://openalex.org/W326834351","https://openalex.org/W1488615714","https://openalex.org/W1523949054","https://openalex.org/W1566370201","https://openalex.org/W1566938781","https://openalex.org/W1711590747","https://openalex.org/W1949012890","https://openalex.org/W1967224257","https://openalex.org/W1986332166","https://openalex.org/W1989135185","https://openalex.org/W1997329334","https://openalex.org/W2004519780","https://openalex.org/W2037858832","https://openalex.org/W2042269660","https://openalex.org/W2048330628","https://openalex.org/W2100581574","https://openalex.org/W2101761627","https://openalex.org/W2121002600","https://openalex.org/W2133046612","https://openalex.org/W2153736474","https://openalex.org/W2153848201","https://openalex.org/W2154424391","https://openalex.org/W2157765050","https://openalex.org/W2187303655","https://openalex.org/W2191553525","https://openalex.org/W2216491059","https://openalex.org/W2395950056","https://openalex.org/W2404191905","https://openalex.org/W2575397717","https://openalex.org/W2578358112","https://openalex.org/W2605875565","https://openalex.org/W2753536324","https://openalex.org/W3013113163","https://openalex.org/W4233787372","https://openalex.org/W4244781008","https://openalex.org/W4255470351","https://openalex.org/W4285719527","https://openalex.org/W6603910166","https://openalex.org/W6604019929","https://openalex.org/W6629291164","https://openalex.org/W6633890350","https://openalex.org/W6634112280","https://openalex.org/W6637347855","https://openalex.org/W6662708198","https://openalex.org/W6674945993","https://openalex.org/W6675226456","https://openalex.org/W6682707525","https://openalex.org/W6683147150","https://openalex.org/W6686923621","https://openalex.org/W6713597613","https://openalex.org/W6736681951","https://openalex.org/W6743789580","https://openalex.org/W6775139769"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2167436245","https://openalex.org/W4233347783","https://openalex.org/W2910064364"],"abstract_inverted_index":{"People":[0],"are":[1,114],"using":[2],"social":[3,44,67,88,124],"media":[4,45,68,89,125],"to":[5,78,108,116,137],"a":[6,53,64,80,99],"greater":[7],"extent,":[8],"particularly":[9],"in":[10,46],"emergency":[11,109,138],"situations.":[12],"However,":[13],"approaches":[14],"for":[15,40],"processing":[16,41],"and":[17,36,42,86,118,132],"analyzing":[18,43],"the":[19,37,92],"vast":[20],"quantities":[21],"of":[22,56,66,95,102,129,134],"data":[23,97],"produced":[24],"currently":[25],"lag":[26],"far":[27],"behind.":[28],"In":[29,48],"this":[30],"paper":[31],"we":[32],"discuss":[33],"important":[34],"steps,":[35],"associated":[38],"challenges,":[39],"emergencies.":[47],"our":[49],"research":[50],"project":[51],"EmerGent,":[52],"huge":[54],"volume":[55,94,101],"low-quality":[57],"messages":[58],"will":[59,84],"be":[60],"continuously":[61],"gathered":[62],"from":[63,122],"variety":[65],"services":[69],"such":[70],"as":[71],"Facebook":[72],"or":[73],"Twitter.":[74],"Our":[75],"aim":[76],"is":[77,106],"design":[79],"software":[81],"system":[82],"that":[83,105],"process":[85],"analyze":[87],"data,":[90,126],"transforming":[91],"high":[93],"noisy":[96],"into":[98],"low":[100],"rich":[103],"content":[104],"useful":[107],"personnel.":[110,139],"Therefore,":[111],"suitable":[112],"techniques":[113],"needed":[115],"extract":[117],"condense":[119],"key":[120],"information":[121],"raw":[123],"allowing":[127],"detection":[128],"relevant":[130],"events":[131],"generation":[133],"alerts":[135],"pertinent":[136]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-02-26T08:16:20.718346","created_date":"2025-10-10T00:00:00"}