{"id":"https://openalex.org/W3007298022","doi":"https://doi.org/10.1109/wsc40007.2019.9004695","title":"The Impact of Geographic Scale on Identifying Different Social Media Behavior Extremes in Crisis Research","display_name":"The Impact of Geographic Scale on Identifying Different Social Media Behavior Extremes in Crisis Research","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3007298022","doi":"https://doi.org/10.1109/wsc40007.2019.9004695","mag":"3007298022"},"language":"en","primary_location":{"id":"doi:10.1109/wsc40007.2019.9004695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc40007.2019.9004695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Winter Simulation Conference (WSC)","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/A5077933549","display_name":"Rachel Samuels","orcid":"https://orcid.org/0000-0001-6769-5474"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rachel Samuels","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039818487","display_name":"John E. Taylor","orcid":"https://orcid.org/0000-0002-8949-3248"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John E. Taylor","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.31629229,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"830","last_page":"841"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11121","display_name":"Public Relations and Crisis Communication","score":0.9990000128746033,"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":0.9990000128746033,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.993399977684021,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9933000206947327,"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/scale","display_name":"Scale (ratio)","score":0.6583704948425293},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6008282899856567},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5886083245277405},{"id":"https://openalex.org/keywords/preferential-attachment","display_name":"Preferential attachment","score":0.4939752221107483},{"id":"https://openalex.org/keywords/facet","display_name":"Facet (psychology)","score":0.471467524766922},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46654462814331055},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4523913264274597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44734546542167664},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4288294315338135},{"id":"https://openalex.org/keywords/economic-geography","display_name":"Economic geography","score":0.3787875771522522},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.23344635963439941},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.17368629574775696},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16201522946357727},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14730584621429443},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1448555886745453},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.13277709484100342},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.1194414496421814},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.0872027575969696}],"concepts":[{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6583704948425293},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6008282899856567},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5886083245277405},{"id":"https://openalex.org/C2780600066","wikidata":"https://www.wikidata.org/wiki/Q7239828","display_name":"Preferential attachment","level":3,"score":0.4939752221107483},{"id":"https://openalex.org/C43122875","wikidata":"https://www.wikidata.org/wiki/Q5428522","display_name":"Facet (psychology)","level":4,"score":0.471467524766922},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46654462814331055},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4523913264274597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44734546542167664},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4288294315338135},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.3787875771522522},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.23344635963439941},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.17368629574775696},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16201522946357727},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14730584621429443},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1448555886745453},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.13277709484100342},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.1194414496421814},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0872027575969696},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.0},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc40007.2019.9004695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc40007.2019.9004695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1500693574","https://openalex.org/W1934362406","https://openalex.org/W2055978850","https://openalex.org/W2067903210","https://openalex.org/W2084937027","https://openalex.org/W2104280368","https://openalex.org/W2117688908","https://openalex.org/W2124499489","https://openalex.org/W2129323081","https://openalex.org/W2141413155","https://openalex.org/W2144825707","https://openalex.org/W2155945451","https://openalex.org/W2156572918","https://openalex.org/W2164105385","https://openalex.org/W2250734828","https://openalex.org/W2259972015","https://openalex.org/W2275533672","https://openalex.org/W2298612130","https://openalex.org/W2527011838","https://openalex.org/W2559575478","https://openalex.org/W2579353374","https://openalex.org/W2606443412","https://openalex.org/W2758474413","https://openalex.org/W2795010014","https://openalex.org/W2917065785","https://openalex.org/W2917158815","https://openalex.org/W2921581680","https://openalex.org/W2935171038","https://openalex.org/W3108403753","https://openalex.org/W3123251390","https://openalex.org/W4289304819","https://openalex.org/W6732499259","https://openalex.org/W6759554011","https://openalex.org/W6760605707","https://openalex.org/W6841581446"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1945989287","https://openalex.org/W2029818382","https://openalex.org/W1966755767","https://openalex.org/W2888811359","https://openalex.org/W2498745440","https://openalex.org/W2360398523","https://openalex.org/W4311407303","https://openalex.org/W1979800236","https://openalex.org/W2141185052"],"abstract_inverted_index":{"Our":[0],"relationship":[1,9],"with":[2,17,25],"technology":[3,26],"is":[4,10,51],"constantly":[5],"evolving,":[6],"and":[7,27,71,123],"that":[8],"adapting":[11],"even":[12],"more":[13],"quickly":[14],"when":[15],"faced":[16],"disaster.":[18],"Understanding":[19],"how":[20],"to":[21,39,60,79],"utilize":[22],"human":[23],"interactions":[24,32],"the":[28,81,87,116,133,143],"limitations":[29],"of":[30,45,57,64,68,74,83,89,106,118,137],"those":[31],"will":[33],"be":[34],"a":[35,103],"crucial":[36],"building":[37],"block":[38],"contextualizing":[40],"crisis":[41,65],"data.":[42],"The":[43,127],"impact":[44,82],"scale":[46,85,144],"on":[47,86,142],"behavioral":[48],"change":[49],"analyses":[50,141],"an":[52],"unexplored":[53],"yet":[54],"necessary":[55],"facet":[56],"our":[58],"ability":[59],"identify":[61],"relative":[62],"severities":[63],"situations,":[66],"magnitudes":[67],"localized":[69],"crises,":[70],"total":[72],"durations":[73],"disaster":[75],"impacts.":[76],"In":[77],"order":[78],"analyze":[80],"increasing":[84],"identification":[88,117],"extreme":[90],"behaviors,":[91],"we":[92],"aggregated":[93],"Twitter":[94,120],"data":[95],"from":[96],"Houston,":[97],"Texas":[98],"circa":[99],"Hurricane":[100],"Harvey":[101],"across":[102],"wide":[104],"range":[105],"scales.":[107],"We":[108],"found":[109],"inversely":[110],"related":[111],"power":[112],"law":[113],"relationships":[114,128],"between":[115,129],"sharp":[119,124],"activity":[121,125],"bursts":[122],"drop-offs.":[126],"these":[130],"variables":[131],"indicate":[132],"direct,":[134],"definable":[135],"dependence":[136],"social":[138],"media":[139],"aggregation":[140],"at":[145],"which":[146],"they":[147],"are":[148],"performed.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
