{"id":"https://openalex.org/W4225596642","doi":"https://doi.org/10.1109/bigdata52589.2021.9671533","title":"Understanding the Hoarding Behaviors during the COVID-19 Pandemic using Large Scale Social Media Data","display_name":"Understanding the Hoarding Behaviors during the COVID-19 Pandemic using Large Scale Social Media Data","publication_year":2021,"publication_date":"2021-12-15","ids":{"openalex":"https://openalex.org/W4225596642","doi":"https://doi.org/10.1109/bigdata52589.2021.9671533"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata52589.2021.9671533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671533","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Big Data (Big Data)","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/A5011208746","display_name":"Xupin Zhang","orcid":"https://orcid.org/0000-0001-7716-4861"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xupin Zhang","raw_affiliation_strings":["Faculty of Economics and Management, East China Normal University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Economics and Management, East China Normal University, Shanghai, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040900346","display_name":"Hanjia Lyu","orcid":"https://orcid.org/0000-0002-3876-0094"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanjia Lyu","raw_affiliation_strings":["Department of Computer Science, University of Rochester, Rochester, NY"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Rochester, Rochester, NY","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055469774","display_name":"Jiebo Luo","orcid":"https://orcid.org/0000-0002-4516-9729"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiebo Luo","raw_affiliation_strings":["Department of Computer Science, University of Rochester, Rochester, NY"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Rochester, Rochester, NY","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011208746"],"corresponding_institution_ids":["https://openalex.org/I66867065"],"apc_list":null,"apc_paid":null,"fwci":3.0101,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.93012238,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"5007","last_page":"5013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.994700014591217,"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"}},"topics":[{"id":"https://openalex.org/T10355","display_name":"Impact of Technology on Adolescents","score":0.994700014591217,"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/T11123","display_name":"Obsessive-Compulsive Spectrum Disorders","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11540","display_name":"Gender, Feminism, and Media","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/hoarding","display_name":"Hoarding (animal behavior)","score":0.9853206872940063},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.6425489783287048},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.642162561416626},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.6303038597106934},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5883572697639465},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5031999945640564},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4795657992362976},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4417480230331421},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3648376762866974},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.3250463008880615},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.3228911757469177},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.25012725591659546},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22593027353286743},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2033558189868927},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.16373944282531738},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.15274977684020996},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13610637187957764},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.1321018934249878},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.12004435062408447}],"concepts":[{"id":"https://openalex.org/C2781092381","wikidata":"https://www.wikidata.org/wiki/Q5874546","display_name":"Hoarding (animal behavior)","level":3,"score":0.9853206872940063},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.6425489783287048},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.642162561416626},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.6303038597106934},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5883572697639465},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5031999945640564},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4795657992362976},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4417480230331421},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3648376762866974},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3250463008880615},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.3228911757469177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25012725591659546},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22593027353286743},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2033558189868927},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.16373944282531738},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.15274977684020996},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13610637187957764},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.1321018934249878},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.12004435062408447},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C3017650416","wikidata":"https://www.wikidata.org/wiki/Q3281331","display_name":"Feeding behavior","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata52589.2021.9671533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671533","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1566837663","https://openalex.org/W1989287405","https://openalex.org/W2015361843","https://openalex.org/W2024943070","https://openalex.org/W2024971543","https://openalex.org/W2033522118","https://openalex.org/W2096693982","https://openalex.org/W2118778378","https://openalex.org/W2123333716","https://openalex.org/W2150375325","https://openalex.org/W2162085620","https://openalex.org/W2294464016","https://openalex.org/W2330336867","https://openalex.org/W2412699313","https://openalex.org/W2484391654","https://openalex.org/W2493010211","https://openalex.org/W2915177913","https://openalex.org/W3026436349","https://openalex.org/W3123247699","https://openalex.org/W3123415367","https://openalex.org/W3186267293","https://openalex.org/W3194487543","https://openalex.org/W3198252989","https://openalex.org/W4231510805","https://openalex.org/W6639619044","https://openalex.org/W6695131652","https://openalex.org/W6696915973","https://openalex.org/W6715329070","https://openalex.org/W6777326943"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2345762749","https://openalex.org/W4381942459","https://openalex.org/W3119540162","https://openalex.org/W4313474620","https://openalex.org/W3152916563","https://openalex.org/W4327956415","https://openalex.org/W3106370311","https://openalex.org/W3103289217"],"abstract_inverted_index":{"The":[0,155],"COVID-19":[1],"pandemic":[2,24],"has":[3,174],"affected":[4],"people\u2019s":[5],"lives":[6],"around":[7],"the":[8,23,37,40,45,57,69,80,95,106,110,126,130,146,160,167,175,187],"world":[9],"on":[10],"an":[11],"unprecedented":[12],"scale.":[13],"We":[14,78,123],"intend":[15],"to":[16,22,63,118,181],"investigate":[17,105],"hoarding":[18,46,86,111,131],"behaviors":[19],"in":[20,56,84,186],"response":[21],"using":[25,101,136],"large-scale":[26],"social":[27],"media":[28],"data.":[29],"First,":[30],"we":[31,43,104,151],"collect":[32],"hoarding-related":[33,70,161],"tweets":[34,71,135,162],"shortly":[35],"after":[36],"outbreak":[38],"of":[39,50,82,94],"coronavirus.":[41],"Next,":[42],"analyze":[44],"and":[47,67,75,87,120,132],"anti-hoarding":[48,88,133],"patterns":[49],"over":[51],"42,000":[52],"unique":[53],"Twitter":[54,97,148,169],"users":[55],"United":[58],"States":[59],"from":[60],"March":[61],"1":[62],"April":[64],"30,":[65],"2020,":[66],"dissect":[68],"by":[72,113],"age,":[73],"gender,":[74],"geographic":[76,121],"location.":[77],"find":[79],"percentage":[81],"women":[83],"both":[85],"groups":[89],"is":[90,163],"higher":[91,165],"than":[92,166],"that":[93],"general":[96],"user":[98],"population.":[99],"Furthermore,":[100],"topic":[102],"modeling,":[103],"opinions":[107],"expressed":[108],"towards":[109],"behavior":[112],"categorizing":[114],"these":[115],"topics":[116],"according":[117],"demographic":[119],"groups.":[122],"also":[124],"calculate":[125],"anxiety":[127,143,149,157,170,178],"scores":[128,144],"for":[129,159],"related":[134],"a":[137],"lexical":[138],"approach.":[139],"By":[140],"comparing":[141],"their":[142],"with":[145],"baseline":[147,168],"score,":[150],"reveal":[152],"further":[153],"insights.":[154],"LIWC":[156],"mean":[158],"significantly":[164],"mean.":[171],"Interestingly,":[172],"beer":[173],"highest":[176],"calculated":[177],"score":[179],"compared":[180],"other":[182],"hoarded":[183],"items":[184],"mentioned":[185],"tweets.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
