{"id":"https://openalex.org/W2509043546","doi":"https://doi.org/10.1109/tbdata.2016.2599935","title":"From Latency, Through Outbreak, to Decline: Detecting Different States of Emergency Events Using Web Resources","display_name":"From Latency, Through Outbreak, to Decline: Detecting Different States of Emergency Events Using Web Resources","publication_year":2016,"publication_date":"2016-08-18","ids":{"openalex":"https://openalex.org/W2509043546","doi":"https://doi.org/10.1109/tbdata.2016.2599935","mag":"2509043546"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2016.2599935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2016.2599935","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Big Data","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/A5037237895","display_name":"Zheng Xu","orcid":"https://orcid.org/0000-0002-8362-5991"},"institutions":[{"id":"https://openalex.org/I1302611135","display_name":"Ministry of Public Security of the People's Republic of China","ror":"https://ror.org/00bt9we26","country_code":"CN","type":"government","lineage":["https://openalex.org/I1302611135"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zheng Xu","raw_affiliation_strings":["Third Research Institute of the Ministry of Public Security, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Third Research Institute of the Ministry of Public Security, Shanghai, China","institution_ids":["https://openalex.org/I1302611135"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100426947","display_name":"Xiangfeng Luo","orcid":"https://orcid.org/0000-0003-4577-9241"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangfeng Luo","raw_affiliation_strings":["Shanghai University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082653046","display_name":"Yunhuai Liu","orcid":"https://orcid.org/0000-0002-1180-8078"},"institutions":[{"id":"https://openalex.org/I1302611135","display_name":"Ministry of Public Security of the People's Republic of China","ror":"https://ror.org/00bt9we26","country_code":"CN","type":"government","lineage":["https://openalex.org/I1302611135"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhuai Liu","raw_affiliation_strings":["Third Research Institute of the Ministry of Public Security, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Third Research Institute of the Ministry of Public Security, Shanghai, China","institution_ids":["https://openalex.org/I1302611135"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001746807","display_name":"Kim\u2010Kwang Raymond Choo","orcid":"https://orcid.org/0000-0001-9208-5336"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kim-Kwang Raymond Choo","raw_affiliation_strings":["Department of Information Systems and Cyber Security, University of Texas, San Antonio, TX"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Cyber Security, University of Texas, San Antonio, TX","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080285200","display_name":"Vijayan Sugumaran","orcid":"https://orcid.org/0000-0003-2557-3182"},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vijayan Sugumaran","raw_affiliation_strings":["Center for Data Science and Big Data Analytics, Oakland University, MI"],"affiliations":[{"raw_affiliation_string":"Center for Data Science and Big Data Analytics, Oakland University, MI","institution_ids":["https://openalex.org/I177721651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060051647","display_name":"Neil Y. Yen","orcid":"https://orcid.org/0000-0001-9226-3163"},"institutions":[{"id":"https://openalex.org/I141591182","display_name":"University of Aizu","ror":"https://ror.org/02pg0e883","country_code":"JP","type":"education","lineage":["https://openalex.org/I141591182"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Neil Yen","raw_affiliation_strings":["Aizu University, Fukushima-ken, Japan"],"affiliations":[{"raw_affiliation_string":"Aizu University, Fukushima-ken, Japan","institution_ids":["https://openalex.org/I141591182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101778260","display_name":"Lin Mei","orcid":"https://orcid.org/0000-0001-7885-7678"},"institutions":[{"id":"https://openalex.org/I1302611135","display_name":"Ministry of Public Security of the People's Republic of China","ror":"https://ror.org/00bt9we26","country_code":"CN","type":"government","lineage":["https://openalex.org/I1302611135"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Mei","raw_affiliation_strings":["Third Research Institute of the Ministry of Public Security, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Third Research Institute of the Ministry of Public Security, Shanghai, China","institution_ids":["https://openalex.org/I1302611135"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013484007","display_name":"Chuanping Hu","orcid":"https://orcid.org/0009-0003-7769-8005"},"institutions":[{"id":"https://openalex.org/I1302611135","display_name":"Ministry of Public Security of the People's Republic of China","ror":"https://ror.org/00bt9we26","country_code":"CN","type":"government","lineage":["https://openalex.org/I1302611135"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanping Hu","raw_affiliation_strings":["Third Research Institute of the Ministry of Public Security, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Third Research Institute of the Ministry of Public Security, Shanghai, China","institution_ids":["https://openalex.org/I1302611135"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5037237895"],"corresponding_institution_ids":["https://openalex.org/I1302611135"],"apc_list":null,"apc_paid":null,"fwci":7.5649,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.97242989,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"4","issue":"2","first_page":"245","last_page":"257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9947999715805054,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9947999715805054,"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"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9927999973297119,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9927999973297119,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7411959171295166},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6286730170249939},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.5294772386550903},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.5193942189216614},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4475376307964325},{"id":"https://openalex.org/keywords/web-resource","display_name":"Web resource","score":0.4134441018104553},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38598430156707764},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33196452260017395},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20728662610054016},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20659437775611877}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7411959171295166},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6286730170249939},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.5294772386550903},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.5193942189216614},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4475376307964325},{"id":"https://openalex.org/C65603577","wikidata":"https://www.wikidata.org/wiki/Q3427877","display_name":"Web resource","level":2,"score":0.4134441018104553},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38598430156707764},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33196452260017395},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20728662610054016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20659437775611877},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbdata.2016.2599935","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2016.2599935","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Transactions on Big Data","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4652620807","display_name":null,"funder_award_id":"61471232","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4907388877","display_name":null,"funder_award_id":"13ZR1452900","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"},{"id":"https://openalex.org/G6028176081","display_name":null,"funder_award_id":"61300202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1126103415","https://openalex.org/W1594112393","https://openalex.org/W1840640513","https://openalex.org/W1966027336","https://openalex.org/W1967120565","https://openalex.org/W1977933711","https://openalex.org/W1978394996","https://openalex.org/W1983449636","https://openalex.org/W1991145960","https://openalex.org/W1991765211","https://openalex.org/W2009260473","https://openalex.org/W2012335233","https://openalex.org/W2016864483","https://openalex.org/W2040466507","https://openalex.org/W2066796814","https://openalex.org/W2101312180","https://openalex.org/W2118388899","https://openalex.org/W2118480788","https://openalex.org/W2128454338","https://openalex.org/W2132328490","https://openalex.org/W2135909747","https://openalex.org/W2137391667","https://openalex.org/W2141081215","https://openalex.org/W2147674242","https://openalex.org/W2164613440","https://openalex.org/W2166202924","https://openalex.org/W2167124955","https://openalex.org/W2168558161","https://openalex.org/W2169523845","https://openalex.org/W2171317718","https://openalex.org/W2182547407","https://openalex.org/W2215406854","https://openalex.org/W2303287830","https://openalex.org/W2343920630","https://openalex.org/W2385539949","https://openalex.org/W3117841149","https://openalex.org/W4248408228","https://openalex.org/W6680392773"],"related_works":["https://openalex.org/W2370815826","https://openalex.org/W2433057514","https://openalex.org/W2373436826","https://openalex.org/W2167961874","https://openalex.org/W2387440129","https://openalex.org/W4302065327","https://openalex.org/W2043727559","https://openalex.org/W2363214567","https://openalex.org/W71004919","https://openalex.org/W2771246003"],"abstract_inverted_index":{"An":[0],"emergency":[1,20,80,92,100,118,129,163,175,188,218],"event":[2,44,68,81,189],"is":[3,40,69,102,106,177],"a":[4],"sudden,":[5],"urgent,":[6],"usually":[7],"unexpected":[8],"incident":[9],"or":[10,17,88],"occurrence":[11],"that":[12],"requires":[13],"an":[14,24,42,67,79,162,169],"immediate":[15],"reaction":[16],"assistance":[18],"for":[19,137,156,174,183],"situations,":[21],"which":[22,105],"plays":[23],"increasingly":[25],"important":[26,43],"role":[27],"in":[28,33,71,208,214],"the":[29,38,75,85,91,107,115,122,135,141,145,152,158,185,191,202,205,215],"global":[30],"economy":[31],"and":[32,47,54,83,99,144,212],"our":[34],"daily":[35],"lives.":[36],"Recently,":[37],"web":[39,60,98,111,192],"becoming":[41],"information":[45],"provider":[46],"repository":[48],"due":[49],"to":[50,73,113,133,150],"its":[51],"real-time,":[52],"open,":[53],"dynamic":[55],"features.":[56],"In":[57,179],"this":[58],"paper,":[59],"resources":[61,112],"based":[62],"states":[63,160,186],"detecting":[64,172,184],"algorithm":[65,173],"of":[66,78,109,117,128,161,187,204,210,217],"developed":[70,132],"order":[72],"let":[74],"people":[76],"know":[77],"clearly":[82],"help":[84],"social":[86],"group":[87],"government":[89],"process":[90],"events":[93,101,119,130,176],"effectively.":[94],"The":[95],"relationship":[96],"between":[97],"first":[103],"introduced,":[104],"foundation":[108],"using":[110,197],"detect":[114],"state":[116,138,171],"imaged":[120],"on":[121,190],"web.":[123],"Second,":[124],"five":[125],"temporal":[126,154],"features":[127,155],"are":[131,148,193],"provide":[134],"basis":[136],"detection.":[139],"Moreover,":[140],"outbreak":[142],"power":[143,147],"fluctuation":[146],"presented":[149],"integrate":[151],"above":[153],"measuring":[157],"different":[159],"event.":[164],"Using":[165],"these":[166],"two":[167],"powers,":[168],"automatic":[170],"proposed.":[178],"addition,":[180],"heuristic":[181],"rules":[182],"discussed.":[194],"Our":[195],"evaluations":[196],"real-world":[198],"data":[199],"sets":[200],"demonstrate":[201],"utility":[203],"proposed":[206],"algorithm,":[207],"terms":[209],"performance":[211],"effectiveness":[213],"analysis":[216],"events.":[219]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
