{"id":"https://openalex.org/W4385270568","doi":"https://doi.org/10.1109/uv56588.2022.10185507","title":"Predict The Number of Vaccinated People and Formulate Vaccine Distribution Strategy of COVID-19 Based on LSTM and Particle Swarm optimization","display_name":"Predict The Number of Vaccinated People and Formulate Vaccine Distribution Strategy of COVID-19 Based on LSTM and Particle Swarm optimization","publication_year":2022,"publication_date":"2022-10-22","ids":{"openalex":"https://openalex.org/W4385270568","doi":"https://doi.org/10.1109/uv56588.2022.10185507"},"language":"en","primary_location":{"id":"doi:10.1109/uv56588.2022.10185507","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/uv56588.2022.10185507","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 6th International Conference on Universal Village (UV)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5061054137","display_name":"Yiqiao Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160868","display_name":"Beijing Survey and Design Institute (China)","ror":"https://ror.org/04xhs0x67","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210160868"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiqiao Zhang","raw_affiliation_strings":["Design Center Beijing HollySys Company Limited,Beijing,China","Design Center Beijing HollySys Company Limited, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Design Center Beijing HollySys Company Limited,Beijing,China","institution_ids":["https://openalex.org/I4210160868"]},{"raw_affiliation_string":"Design Center Beijing HollySys Company Limited, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045671177","display_name":"Ping Cui","orcid":"https://orcid.org/0000-0002-4715-8652"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Cui","raw_affiliation_strings":["Huazhong Agriculture University,College of Science,Wuhan,China","College of Science, Huazhong Agriculture University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong Agriculture University,College of Science,Wuhan,China","institution_ids":["https://openalex.org/I204823248"]},{"raw_affiliation_string":"College of Science, Huazhong Agriculture University, Wuhan, China","institution_ids":["https://openalex.org/I204823248"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111014582","display_name":"Guijin Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guijin Xie","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Science,Beijing,China","School of Science, Beijing University of Posts and Telecommunications, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Science,Beijing,China","institution_ids":["https://openalex.org/I139759216"]},{"raw_affiliation_string":"School of Science, Beijing University of Posts and Telecommunications, Beijing, China","institution_ids":["https://openalex.org/I139759216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.44109331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"42","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9998000264167786,"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/T10118","display_name":"SARS-CoV-2 and COVID-19 Research","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.9937999844551086,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8603107333183289},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6539923548698425},{"id":"https://openalex.org/keywords/vaccination","display_name":"Vaccination","score":0.6197740435600281},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5686513781547546},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5631496906280518},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.5085536241531372},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4402194321155548},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2831447124481201},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.24068868160247803},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.23658013343811035},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1838514804840088},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15413713455200195}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8603107333183289},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6539923548698425},{"id":"https://openalex.org/C22070199","wikidata":"https://www.wikidata.org/wiki/Q192995","display_name":"Vaccination","level":2,"score":0.6197740435600281},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5686513781547546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5631496906280518},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.5085536241531372},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4402194321155548},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2831447124481201},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.24068868160247803},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.23658013343811035},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1838514804840088},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15413713455200195},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"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/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/uv56588.2022.10185507","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/uv56588.2022.10185507","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 6th International Conference on Universal Village (UV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7099999785423279,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2152195021","https://openalex.org/W2591951831","https://openalex.org/W2940758038","https://openalex.org/W3002108456","https://openalex.org/W3015059505","https://openalex.org/W3213273112","https://openalex.org/W4205181463","https://openalex.org/W4311728312","https://openalex.org/W6804132983","https://openalex.org/W6847000697"],"related_works":["https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2736680465","https://openalex.org/W2771637876","https://openalex.org/W4294093918","https://openalex.org/W4240853094","https://openalex.org/W2810496283","https://openalex.org/W2170656329","https://openalex.org/W3131977017","https://openalex.org/W3205823858"],"abstract_inverted_index":{"This":[0],"paper":[1],"uses":[2],"the":[3,8,24,31,39,60,82],"LSTM":[4],"network":[5],"to":[6,17,23,59],"predict":[7],"number":[9,25,32],"of":[10,26,33,63,66,72],"vaccinations":[11],"in":[12,28],"China":[13],"from":[14],"December":[15],"2022":[16],"February":[18],"2023.":[19],"In":[20],"addition,":[21],"according":[22],"residents":[27],"different":[29],"regions,":[30],"medical":[34],"staff":[35],"and":[36,69],"other":[37],"factors,":[38],"vaccine":[40],"allocation":[41],"optimization":[42],"model":[43,47],"is":[44,48,57],"built.":[45],"The":[46,54],"solved":[49],"by":[50],"particle":[51],"swarm":[52],"optimization.":[53],"distribution":[55],"strategy":[56],"applied":[58],"analog":[61],"data":[62],"Gongshu":[64],"District":[65,71],"Hangzhou":[67],"City":[68],"Daoli":[70],"Harbin":[73],"City.":[74],"Finally,":[75],"we":[76],"give":[77],"some":[78],"implementable":[79],"suggestions":[80],"for":[81],"vaccination.":[83]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
