{"id":"https://openalex.org/W4312947916","doi":"https://doi.org/10.1109/tcss.2022.3211552","title":"Application of Social Sensors in Natural Disasters Emergency Management: A Review","display_name":"Application of Social Sensors in Natural Disasters Emergency Management: A Review","publication_year":2022,"publication_date":"2022-11-03","ids":{"openalex":"https://openalex.org/W4312947916","doi":"https://doi.org/10.1109/tcss.2022.3211552"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2022.3211552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3211552","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Transactions on Computational Social 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/A5034376285","display_name":"Kaize Shi","orcid":"https://orcid.org/0000-0003-3561-3627"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Kaize Shi","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3561-3627","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043549588","display_name":"Xueping Peng","orcid":"https://orcid.org/0000-0002-8901-1472"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xueping Peng","raw_affiliation_strings":["Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8901-1472","affiliations":[{"raw_affiliation_string":"Australian Artificial Intelligence Institute, University of Technology Sydney, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110482386","display_name":"Hao L\u00fc","orcid":"https://orcid.org/0000-0002-8065-8499"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Lu","raw_affiliation_strings":["State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8065-8499","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034415838","display_name":"Yifan Zhu","orcid":"https://orcid.org/0000-0002-7695-1633"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Zhu","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7695-1633","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082774439","display_name":"Zhendong Niu","orcid":"https://orcid.org/0000-0002-0576-7572"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhendong Niu","raw_affiliation_strings":["School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0002-0576-7572","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]},{"raw_affiliation_string":"School of Computing and Information, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.0628,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.98776262,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"10","issue":"6","first_page":"3143","last_page":"3158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11121","display_name":"Public Relations and Crisis Communication","score":0.9973000288009644,"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":0.9973000288009644,"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":0.9918000102043152,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9492999911308289,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/natural-disaster","display_name":"Natural disaster","score":0.7004401683807373},{"id":"https://openalex.org/keywords/emergency-management","display_name":"Emergency management","score":0.6796317100524902},{"id":"https://openalex.org/keywords/cyberspace","display_name":"Cyberspace","score":0.5471304059028625},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5346592664718628},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5099681615829468},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4332830309867859},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.42617279291152954},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4187672436237335},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4152239263057709},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.27420464158058167},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13201379776000977},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12197276949882507},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.10782593488693237},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.09988230466842651}],"concepts":[{"id":"https://openalex.org/C166566181","wikidata":"https://www.wikidata.org/wiki/Q8065","display_name":"Natural disaster","level":2,"score":0.7004401683807373},{"id":"https://openalex.org/C62555980","wikidata":"https://www.wikidata.org/wiki/Q1460420","display_name":"Emergency management","level":2,"score":0.6796317100524902},{"id":"https://openalex.org/C2781241145","wikidata":"https://www.wikidata.org/wiki/Q204606","display_name":"Cyberspace","level":3,"score":0.5471304059028625},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5346592664718628},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5099681615829468},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4332830309867859},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42617279291152954},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4187672436237335},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4152239263057709},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.27420464158058167},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13201379776000977},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12197276949882507},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.10782593488693237},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.09988230466842651},{"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/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"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:10.1109/tcss.2022.3211552","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2022.3211552","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G3883314779","display_name":null,"funder_award_id":"2019YFB1406302","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8244367932","display_name":null,"funder_award_id":"2022M711814","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":171,"referenced_works":["https://openalex.org/W17009997","https://openalex.org/W177627469","https://openalex.org/W235909202","https://openalex.org/W641710284","https://openalex.org/W970764947","https://openalex.org/W1568305199","https://openalex.org/W1591025541","https://openalex.org/W1596619331","https://openalex.org/W1614298861","https://openalex.org/W1716898611","https://openalex.org/W1717796287","https://openalex.org/W1950317794","https://openalex.org/W1972542532","https://openalex.org/W1976703981","https://openalex.org/W1983066276","https://openalex.org/W2009280044","https://openalex.org/W2010955799","https://openalex.org/W2012335233","https://openalex.org/W2032361948","https://openalex.org/W2052995532","https://openalex.org/W2073553076","https://openalex.org/W2074910673","https://openalex.org/W2074982482","https://openalex.org/W2093125725","https://openalex.org/W2100309510","https://openalex.org/W2100806096","https://openalex.org/W2108074017","https://openalex.org/W2111878532","https://openalex.org/W2116619054","https://openalex.org/W2118480788","https://openalex.org/W2118657771","https://openalex.org/W2119268259","https://openalex.org/W2120192285","https://openalex.org/W2127214493","https://openalex.org/W2133747588","https://openalex.org/W2136399276","https://openalex.org/W2140884175","https://openalex.org/W2151098288","https://openalex.org/W2155723689","https://openalex.org/W2155977248","https://openalex.org/W2157134641","https://openalex.org/W2160654919","https://openalex.org/W2196220470","https://openalex.org/W2227904035","https://openalex.org/W2287582029","https://openalex.org/W2292692907","https://openalex.org/W2298612130","https://openalex.org/W2311140859","https://openalex.org/W2333440727","https://openalex.org/W2339782372","https://openalex.org/W2346826749","https://openalex.org/W2350616686","https://openalex.org/W2388016262","https://openalex.org/W2397795993","https://openalex.org/W2400707098","https://openalex.org/W2549412929","https://openalex.org/W2557083469","https://openalex.org/W2563039760","https://openalex.org/W2572377613","https://openalex.org/W2593528756","https://openalex.org/W2610809633","https://openalex.org/W2614781705","https://openalex.org/W2735552782","https://openalex.org/W2742970053","https://openalex.org/W2748749946","https://openalex.org/W2750351539","https://openalex.org/W2750638055","https://openalex.org/W2760701584","https://openalex.org/W2766749440","https://openalex.org/W2767914199","https://openalex.org/W2768447691","https://openalex.org/W2782616001","https://openalex.org/W2783939666","https://openalex.org/W2784225923","https://openalex.org/W2789573899","https://openalex.org/W2791598615","https://openalex.org/W2792865798","https://openalex.org/W2793817064","https://openalex.org/W2798097921","https://openalex.org/W2798683079","https://openalex.org/W2802544117","https://openalex.org/W2809005403","https://openalex.org/W2810039493","https://openalex.org/W2810137387","https://openalex.org/W2810833441","https://openalex.org/W2828486017","https://openalex.org/W2884451927","https://openalex.org/W2884961854","https://openalex.org/W2886619440","https://openalex.org/W2886731276","https://openalex.org/W2889389546","https://openalex.org/W2889748557","https://openalex.org/W2889882267","https://openalex.org/W2892634697","https://openalex.org/W2896457183","https://openalex.org/W2897470801","https://openalex.org/W2899051899","https://openalex.org/W2903095657","https://openalex.org/W2908889341","https://openalex.org/W2912334076","https://openalex.org/W2912510051","https://openalex.org/W2913393420","https://openalex.org/W2924411688","https://openalex.org/W2938605869","https://openalex.org/W2940355763","https://openalex.org/W2941422649","https://openalex.org/W2943413782","https://openalex.org/W2944796298","https://openalex.org/W2946365616","https://openalex.org/W2946885273","https://openalex.org/W2957552952","https://openalex.org/W2962491854","https://openalex.org/W2963947170","https://openalex.org/W2968433850","https://openalex.org/W2969561578","https://openalex.org/W2969784457","https://openalex.org/W2973731563","https://openalex.org/W2974423417","https://openalex.org/W2976185610","https://openalex.org/W2981564093","https://openalex.org/W2986720833","https://openalex.org/W2995309332","https://openalex.org/W2995560137","https://openalex.org/W2997636549","https://openalex.org/W3001510972","https://openalex.org/W3004654509","https://openalex.org/W3011757677","https://openalex.org/W3012123471","https://openalex.org/W3013527531","https://openalex.org/W3015107957","https://openalex.org/W3015433531","https://openalex.org/W3020932235","https://openalex.org/W3025595100","https://openalex.org/W3029079063","https://openalex.org/W3033633540","https://openalex.org/W3034107942","https://openalex.org/W3034966130","https://openalex.org/W3041269562","https://openalex.org/W3048514842","https://openalex.org/W3081958784","https://openalex.org/W3088675408","https://openalex.org/W3094388499","https://openalex.org/W3102269573","https://openalex.org/W3107292513","https://openalex.org/W3110875032","https://openalex.org/W3111989159","https://openalex.org/W3120465894","https://openalex.org/W3124252851","https://openalex.org/W3128667143","https://openalex.org/W3133412948","https://openalex.org/W3134587999","https://openalex.org/W3138635563","https://openalex.org/W3141198567","https://openalex.org/W3141218296","https://openalex.org/W3147461355","https://openalex.org/W3152475593","https://openalex.org/W3155280283","https://openalex.org/W3211218554","https://openalex.org/W3216542025","https://openalex.org/W4213327524","https://openalex.org/W6631028557","https://openalex.org/W6636510571","https://openalex.org/W6686923621","https://openalex.org/W6707959510","https://openalex.org/W6711143137","https://openalex.org/W6732075680","https://openalex.org/W6755207826","https://openalex.org/W6760886995","https://openalex.org/W6761141514","https://openalex.org/W6775948734","https://openalex.org/W6777410056"],"related_works":["https://openalex.org/W2368745349","https://openalex.org/W3167675181","https://openalex.org/W2372005904","https://openalex.org/W144012884","https://openalex.org/W2360897455","https://openalex.org/W2079312091","https://openalex.org/W2383619049","https://openalex.org/W2366388585","https://openalex.org/W1061078080","https://openalex.org/W3173104482"],"abstract_inverted_index":{"Natural":[0],"disasters":[1,20,90,115],"are":[2,42],"public":[3,146],"emergencies":[4],"characterized":[5],"by":[6],"suddenness,":[7],"universality,":[8],"and":[9,16,21,33,54,67,91,102,133,139,141,145,163],"nonconventionality.":[10],"Realizing":[11],"the":[12,30,35,52,85,93,108,120,151,157,184],"early":[13],"warning,":[14],"monitoring,":[15],"intervention":[17],"of":[18,37,56,88,95,110,123,173,186],"natural":[19,89,114,129,178],"their":[22],"derivative":[23],"social":[24,38,47,61,76,111,124,175],"impacts":[25],"is":[26],"significant":[27],"for":[28],"reducing":[29],"disasters\u2019":[31],"damage":[32],"benefits":[34],"maintenance":[36],"stability.":[39],"Social":[40],"sensors":[41,44,77,112,125,176],"ubiquitous":[43],"based":[45],"on":[46,150],"network":[48],"platforms.":[49],"It":[50],"uses":[51],"concepts":[53],"methods":[55],"physical":[57,74],"space":[58],"to":[59,183],"mine":[60],"signals":[62],"that":[63],"integrate":[64],"human":[65],"perception":[66],"intelligence":[68],"in":[69,84,113,177],"cyberspace.":[70],"Compared":[71],"with":[72],"traditional":[73],"sensors,":[75],"represent":[78],"a":[79,170],"crucial":[80],"data":[81],"acquisition":[82],"channel":[83],"emergency":[86,116,180],"management":[87,181],"have":[92],"advantages":[94],"real":[96,187],"time,":[97],"comprehensive":[98],"coverage,":[99],"low":[100],"cost,":[101],"flexible":[103],"deployment.":[104],"This":[105],"article":[106,155,168],"reviews":[107],"application":[109,121,164],"management.":[117],"We":[118],"summarize":[119],"functions":[122],"into":[126],"three":[127],"categories:":[128],"disaster":[130,136,142,179],"situation":[131],"awareness":[132],"event":[134],"detection,":[135],"information":[137],"dissemination":[138],"communication,":[140],"sentiment":[143],"analysis":[144],"opinion":[147],"mining.":[148],"Based":[149],"above":[152],"functions,":[153],"this":[154,167],"analyzes":[156],"research":[158,171],"status,":[159],"data,":[160],"technical":[161],"methods,":[162],"systems.":[165],"Finally,":[166],"proposes":[169],"trend":[172],"applying":[174],"according":[182],"requirements":[185],"scenarios.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":7}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
