{"id":"https://openalex.org/W3179255212","doi":"https://doi.org/10.1155/2021/3816221","title":"A Literature Review of Social Network Analysis in Epidemic Prevention and Control","display_name":"A Literature Review of Social Network Analysis in Epidemic Prevention and Control","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3179255212","doi":"https://doi.org/10.1155/2021/3816221","mag":"3179255212"},"language":"en","primary_location":{"id":"doi:10.1155/2021/3816221","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3816221","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/3816221.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2021/3816221.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033867029","display_name":"Xiaomei Wang","orcid":"https://orcid.org/0000-0002-9895-1511"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaomei Wang","raw_affiliation_strings":["School of Management, Northwestern Polytechnical University, Xi'an 710072, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087858172","display_name":"Qi An","orcid":"https://orcid.org/0000-0003-4838-6232"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi An","raw_affiliation_strings":["School of Management, Northwestern Polytechnical University, Xi'an 710072, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103868701","display_name":"Zilong He","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zilong He","raw_affiliation_strings":["School of Management, Northwestern Polytechnical University, Xi'an 710072, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112025267","display_name":"Wei Fang","orcid":"https://orcid.org/0000-0003-3421-5360"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Fang","raw_affiliation_strings":["School of Management, Northwestern Polytechnical University, Xi'an 710072, China"],"affiliations":[{"raw_affiliation_string":"School of Management, Northwestern Polytechnical University, Xi'an 710072, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112025267"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":1.9694,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.86801592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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":0.9916999936103821,"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/T10410","display_name":"COVID-19 epidemiological studies","score":0.9883000254631042,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/scopus","display_name":"Scopus","score":0.6996267437934875},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.6044568419456482},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.5980198979377747},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.5411436557769775},{"id":"https://openalex.org/keywords/web-of-science","display_name":"Web of science","score":0.5265662670135498},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.48758476972579956},{"id":"https://openalex.org/keywords/outbreak","display_name":"Outbreak","score":0.47873637080192566},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.45903825759887695},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.44408395886421204},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3771926760673523},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.27533310651779175},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.19310399889945984},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.1870940923690796},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12598004937171936},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.12476864457130432},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.07701632380485535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07444560527801514}],"concepts":[{"id":"https://openalex.org/C83867959","wikidata":"https://www.wikidata.org/wiki/Q371467","display_name":"Scopus","level":3,"score":0.6996267437934875},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.6044568419456482},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.5980198979377747},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.5411436557769775},{"id":"https://openalex.org/C3020774429","wikidata":"https://www.wikidata.org/wiki/Q1201886","display_name":"Web of science","level":3,"score":0.5265662670135498},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.48758476972579956},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.47873637080192566},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.45903825759887695},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.44408395886421204},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3771926760673523},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.27533310651779175},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.19310399889945984},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.1870940923690796},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12598004937171936},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.12476864457130432},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.07701632380485535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07444560527801514},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2021/3816221","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3816221","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/3816221.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:3816221","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/complexity/2021/3816221.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:ac1a47270b8d4292955bf394e26c7a0f","is_oa":true,"landing_page_url":"https://doaj.org/article/ac1a47270b8d4292955bf394e26c7a0f","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/3816221","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/3816221","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/3816221.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3179255212.pdf","grobid_xml":"https://content.openalex.org/works/W3179255212.grobid-xml"},"referenced_works_count":149,"referenced_works":["https://openalex.org/W626411881","https://openalex.org/W1496306035","https://openalex.org/W1550159270","https://openalex.org/W1550798947","https://openalex.org/W1559272737","https://openalex.org/W1671022432","https://openalex.org/W1878853999","https://openalex.org/W1965499304","https://openalex.org/W1965715402","https://openalex.org/W1969723574","https://openalex.org/W1969810817","https://openalex.org/W1970203708","https://openalex.org/W1977211617","https://openalex.org/W1978217865","https://openalex.org/W1980762130","https://openalex.org/W1981123380","https://openalex.org/W1982970467","https://openalex.org/W1984688056","https://openalex.org/W1987415288","https://openalex.org/W1993721926","https://openalex.org/W2000289149","https://openalex.org/W2003838039","https://openalex.org/W2006764675","https://openalex.org/W2007557136","https://openalex.org/W2007684301","https://openalex.org/W2008620264","https://openalex.org/W2009532016","https://openalex.org/W2009606198","https://openalex.org/W2010965902","https://openalex.org/W2012435532","https://openalex.org/W2012489494","https://openalex.org/W2013591255","https://openalex.org/W2017990598","https://openalex.org/W2021884758","https://openalex.org/W2025650690","https://openalex.org/W2026118953","https://openalex.org/W2027255811","https://openalex.org/W2028290669","https://openalex.org/W2028469710","https://openalex.org/W2029324448","https://openalex.org/W2032332507","https://openalex.org/W2034413844","https://openalex.org/W2038511471","https://openalex.org/W2039161466","https://openalex.org/W2040259648","https://openalex.org/W2040932880","https://openalex.org/W2042299084","https://openalex.org/W2042728064","https://openalex.org/W2054033891","https://openalex.org/W2055620707","https://openalex.org/W2069818306","https://openalex.org/W2070760715","https://openalex.org/W2071024808","https://openalex.org/W2071802245","https://openalex.org/W2075004210","https://openalex.org/W2080434622","https://openalex.org/W2089458547","https://openalex.org/W2090687169","https://openalex.org/W2091816799","https://openalex.org/W2092298257","https://openalex.org/W2093286804","https://openalex.org/W2096296558","https://openalex.org/W2103962869","https://openalex.org/W2112090702","https://openalex.org/W2114930814","https://openalex.org/W2122077850","https://openalex.org/W2131635373","https://openalex.org/W2132986084","https://openalex.org/W2133131640","https://openalex.org/W2136525561","https://openalex.org/W2147810741","https://openalex.org/W2160654341","https://openalex.org/W2161924507","https://openalex.org/W2167654749","https://openalex.org/W2169020312","https://openalex.org/W2170688845","https://openalex.org/W2208053283","https://openalex.org/W2235017635","https://openalex.org/W2255912044","https://openalex.org/W2263392086","https://openalex.org/W2265046334","https://openalex.org/W2290976976","https://openalex.org/W2299687891","https://openalex.org/W2312719028","https://openalex.org/W2316023112","https://openalex.org/W2335198014","https://openalex.org/W2351236591","https://openalex.org/W2353559814","https://openalex.org/W2356925832","https://openalex.org/W2367691352","https://openalex.org/W2372808084","https://openalex.org/W2386899876","https://openalex.org/W2393743522","https://openalex.org/W2471675252","https://openalex.org/W2490810262","https://openalex.org/W2498696634","https://openalex.org/W2515822818","https://openalex.org/W2520023571","https://openalex.org/W2531482626","https://openalex.org/W2558012672","https://openalex.org/W2569583717","https://openalex.org/W2577238626","https://openalex.org/W2592915769","https://openalex.org/W2611345237","https://openalex.org/W2623320819","https://openalex.org/W2746038421","https://openalex.org/W2779140566","https://openalex.org/W2783104444","https://openalex.org/W2784446459","https://openalex.org/W2798451262","https://openalex.org/W2803793958","https://openalex.org/W2855007149","https://openalex.org/W2888787571","https://openalex.org/W2897808698","https://openalex.org/W2899717480","https://openalex.org/W2902032157","https://openalex.org/W2902116723","https://openalex.org/W2906864484","https://openalex.org/W2942079617","https://openalex.org/W2946126400","https://openalex.org/W2955772286","https://openalex.org/W2962724057","https://openalex.org/W2962799917","https://openalex.org/W3000275140","https://openalex.org/W3003237452","https://openalex.org/W3013326586","https://openalex.org/W3025718320","https://openalex.org/W3034167565","https://openalex.org/W3045373744","https://openalex.org/W3098234657","https://openalex.org/W3098848186","https://openalex.org/W3099814850","https://openalex.org/W3100872030","https://openalex.org/W3103143917","https://openalex.org/W3103223370","https://openalex.org/W3104185917","https://openalex.org/W3111631811","https://openalex.org/W3112281279","https://openalex.org/W3116267568","https://openalex.org/W3135071305","https://openalex.org/W3135806100","https://openalex.org/W3136361928","https://openalex.org/W3142527171","https://openalex.org/W3147138239","https://openalex.org/W3148663441","https://openalex.org/W3154641006","https://openalex.org/W3162797148","https://openalex.org/W4251861860","https://openalex.org/W7065424973"],"related_works":["https://openalex.org/W3014835053","https://openalex.org/W2509576449","https://openalex.org/W1598512166","https://openalex.org/W2120516750","https://openalex.org/W2968486945","https://openalex.org/W4295886540","https://openalex.org/W3140968591","https://openalex.org/W4285547396","https://openalex.org/W4210604288","https://openalex.org/W3008231817"],"abstract_inverted_index":{"Studying":[0],"the":[1,17,41,44,72,92,95,102],"structure":[2],"and":[3,15,47,56,98,104],"evolution":[4],"characteristics":[5],"of":[6,10,19,54,71,74,85,88,94,101,106,118,120],"social":[7,45,82],"networks":[8],"is":[9,24],"great":[11],"significance":[12],"in":[13,30,76,81,114],"assessing":[14],"controlling":[16],"outbreak":[18],"infectious":[20],"diseases.":[21],"Therefore,":[22],"it":[23],"necessary":[25],"to":[26,40,65],"find":[27],"research":[28,75,112],"trends":[29],"this":[31,34,77,115],"field.":[32],"In":[33],"study,":[35],"1,752":[36],"documents":[37],"(2001\u20132020)":[38],"related":[39],"relationship":[42],"between":[43],"network":[46],"epidemic":[48],"published":[49],"from":[50],"Scopus,":[51],"WOS":[52],"(Web":[53],"Science),":[55],"CNKI":[57],"(China":[58],"National":[59],"Knowledge":[60],"Infrastructure)":[61],"databases":[62],"were":[63],"studied":[64],"provide":[66],"a":[67],"more":[68],"comprehensive":[69],"overview":[70],"frontiers":[73],"field,":[78],"including":[79],"epidemics":[80],"networks,":[83],"spread":[84,93],"disease,":[86],"influence":[87],"different":[89],"factors":[90],"on":[91],"epidemic,":[96,103],"prevention":[97],"control":[99],"strategies":[100],"comparison":[105],"various":[107],"strategies.":[108],"Besides,":[109],"several":[110],"new":[111],"directions":[113],"field":[116],"worthy":[117],"attention":[119],"researchers":[121],"are":[122],"discussed.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
