{"id":"https://openalex.org/W4285792910","doi":"https://doi.org/10.1108/el-03-2022-0062","title":"Using data mining technology to analyse the spatiotemporal public opinion of COVID-19 vaccine on social media","display_name":"Using data mining technology to analyse the spatiotemporal public opinion of COVID-19 vaccine on social media","publication_year":2022,"publication_date":"2022-07-19","ids":{"openalex":"https://openalex.org/W4285792910","doi":"https://doi.org/10.1108/el-03-2022-0062"},"language":"en","primary_location":{"id":"doi:10.1108/el-03-2022-0062","is_oa":false,"landing_page_url":"https://doi.org/10.1108/el-03-2022-0062","pdf_url":null,"source":{"id":"https://openalex.org/S902750600","display_name":"The Electronic Library","issn_l":"0264-0473","issn":["0264-0473","1758-616X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Electronic Library","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/A5082363548","display_name":"Tingting Li","orcid":"https://orcid.org/0000-0002-5651-5260"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting Li","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007941027","display_name":"Ziming Zeng","orcid":"https://orcid.org/0000-0001-9847-0358"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziming Zeng","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023686653","display_name":"Jingjing Sun","orcid":"https://orcid.org/0000-0002-7555-8186"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Sun","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087822689","display_name":"Shouqiang Sun","orcid":"https://orcid.org/0000-0001-8760-9254"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shouqiang Sun","raw_affiliation_strings":["School of Information Management, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Management, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":8.3312,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.97374818,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"40","issue":"4","first_page":"435","last_page":"452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.9959999918937683,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9959999918937683,"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/T10410","display_name":"COVID-19 epidemiological studies","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deliberation","display_name":"Deliberation","score":0.699367880821228},{"id":"https://openalex.org/keywords/public-opinion","display_name":"Public opinion","score":0.6320133805274963},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5680023431777954},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5436441898345947},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5349793434143066},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.4911946952342987},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.459716796875},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4568295478820801},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4174860119819641},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.380199670791626},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.3466847240924835},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.277702271938324},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.24110370874404907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23694738745689392},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1360298991203308},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.11566412448883057}],"concepts":[{"id":"https://openalex.org/C2776946740","wikidata":"https://www.wikidata.org/wiki/Q358652","display_name":"Deliberation","level":3,"score":0.699367880821228},{"id":"https://openalex.org/C134698397","wikidata":"https://www.wikidata.org/wiki/Q17946","display_name":"Public opinion","level":3,"score":0.6320133805274963},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5680023431777954},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5436441898345947},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5349793434143066},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4911946952342987},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.459716796875},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4568295478820801},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4174860119819641},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.380199670791626},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3466847240924835},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.277702271938324},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.24110370874404907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23694738745689392},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1360298991203308},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.11566412448883057},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/el-03-2022-0062","is_oa":false,"landing_page_url":"https://doi.org/10.1108/el-03-2022-0062","pdf_url":null,"source":{"id":"https://openalex.org/S902750600","display_name":"The Electronic Library","issn_l":"0264-0473","issn":["0264-0473","1758-616X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Electronic Library","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2724770459","https://openalex.org/W2793236961","https://openalex.org/W2801554015","https://openalex.org/W2803201508","https://openalex.org/W2898749413","https://openalex.org/W2986720833","https://openalex.org/W3012188173","https://openalex.org/W3017197529","https://openalex.org/W3038426841","https://openalex.org/W3041796088","https://openalex.org/W3092014167","https://openalex.org/W3093744263","https://openalex.org/W3094709634","https://openalex.org/W3108150888","https://openalex.org/W3112940364","https://openalex.org/W3124516888","https://openalex.org/W3124814824","https://openalex.org/W3128585438","https://openalex.org/W3129318751","https://openalex.org/W3132354137","https://openalex.org/W3136929761","https://openalex.org/W3153731940","https://openalex.org/W3170943014","https://openalex.org/W3196932935","https://openalex.org/W3200736908","https://openalex.org/W3216757226"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2593155302","https://openalex.org/W2041415459","https://openalex.org/W3126095231","https://openalex.org/W2072812638","https://openalex.org/W2352855287","https://openalex.org/W2378906650","https://openalex.org/W2384288445","https://openalex.org/W2382526412","https://openalex.org/W4200071106"],"abstract_inverted_index":{"Purpose":[0],"The":[1,14,59,131,172,196],"deployment":[2],"of":[3,16,71,85,134,139,145,174,189,199,214,219],"vaccines":[4,26,135],"is":[5,19,113,121],"the":[6,11,22,45,50,69,82,98,101,106,128,137,143,150,153,178,208,215],"primary":[7],"task":[8],"in":[9,57,105,119,160,169,192,217],"curbing":[10],"COVID-19":[12,55,129],"pandemic.":[13],"purpose":[15],"this":[17],"paper":[18,38],"to":[20,32,48,157,205],"understand":[21],"public\u2019s":[23],"opinions":[24],"on":[25,44],"and":[27,79,89,115,136,167,177,182,211,222,230],"then":[28],"design":[29],"effective":[30],"interventions":[31],"promote":[33],"vaccination":[34,140],"coverage.":[35],"Design/methodology/approach":[36],"This":[37,117],"proposes":[39],"a":[40],"research":[41,132],"framework":[42,60],"based":[43],"spatiotemporal":[46,94,220],"perspective":[47,221],"analyse":[49],"public":[51,102,146,154,216],"opinion":[52],"evolution":[53,83,144,191],"towards":[54],"vaccine":[56],"China.":[58],"first":[61],"obtains":[62],"data":[63,72],"through":[64],"crawler":[65],"tools.":[66],"Then,":[67],"with":[68,124],"help":[70],"mining":[73],"technologies,":[74],"such":[75],"as":[76],"emotion":[77,103,111,120,155,165],"computing":[78],"topic":[80,190],"extraction,":[81],"characteristics":[84],"discussion":[86,147],"volume,":[87],"emotions":[88],"topics":[90],"are":[91],"explored":[92],"from":[93],"perspectives.":[95],"Findings":[96],"In":[97,149],"temporal":[99],"perspective,":[100,152],"declines":[104],"later":[107],"stage,":[108],"but":[109],"overall":[110],"performance":[112],"positive":[114,159],"stabilizing.":[116],"decline":[118],"mainly":[122],"associated":[123],"ambiguous":[125],"information":[126,176,201],"about":[127],"vaccine.":[130],"progress":[133],"schedule":[138],"have":[141],"driven":[142],"topics.":[148],"spatial":[151],"tends":[156],"be":[158,186],"31":[161],"regions,":[162],"whereas":[163],"local":[164,179,193],"increases":[166],"decreases":[168],"different":[170],"stages.":[171],"dissemination":[173],"distinctive":[175],"epidemic":[180],"prevention":[181],"control":[183],"status":[184],"may":[185],"potential":[187],"drivers":[188],"regions.":[194],"Originality/value":[195],"analysis":[197],"results":[198],"media":[200],"can":[202],"assist":[203],"decision-makers":[204],"accurately":[206],"grasp":[207],"subjective":[209],"thoughts":[210],"emotional":[212],"expressions":[213],"terms":[218],"provide":[223],"decision":[224],"support":[225],"for":[226],"macro-control":[227],"response":[228],"strategies":[229],"risk":[231],"communication.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
