{"id":"https://openalex.org/W3015602046","doi":"https://doi.org/10.3390/e24050664","title":"Behavior Variations and Their Implications for Popularity Promotions: From Elites to Mass on Weibo","display_name":"Behavior Variations and Their Implications for Popularity Promotions: From Elites to Mass on Weibo","publication_year":2022,"publication_date":"2022-05-09","ids":{"openalex":"https://openalex.org/W3015602046","doi":"https://doi.org/10.3390/e24050664","mag":"3015602046","pmid":"https://pubmed.ncbi.nlm.nih.gov/35626549"},"language":"en","primary_location":{"id":"doi:10.3390/e24050664","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24050664","pdf_url":"https://www.mdpi.com/1099-4300/24/5/664/pdf?version=1652259136","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/24/5/664/pdf?version=1652259136","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102996274","display_name":"Bowen Shi","orcid":"https://orcid.org/0000-0003-4794-5856"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Shi","raw_affiliation_strings":["State Key Lab of Software Development Environment, Beihang University, Beijing 100191, China"],"raw_orcid":"https://orcid.org/0000-0003-4794-5856","affiliations":[{"raw_affiliation_string":"State Key Lab of Software Development Environment, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012873180","display_name":"Ke Xu","orcid":"https://orcid.org/0000-0001-7376-2805"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Xu","raw_affiliation_strings":["State Key Lab of Software Development Environment, Beihang University, Beijing 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Lab of Software Development Environment, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030090268","display_name":"Jichang Zhao","orcid":"https://orcid.org/0000-0002-5319-8060"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jichang Zhao","raw_affiliation_strings":["School of Economics and Management, Beihang University, Beijing 100191, China"],"raw_orcid":"https://orcid.org/0000-0002-5319-8060","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijing 100191, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5030090268"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.9379,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77027276,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"24","issue":"5","first_page":"664","last_page":"664"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10557","display_name":"Social Media and Politics","score":0.9988999962806702,"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/T10557","display_name":"Social Media and Politics","score":0.9988999962806702,"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":0.9983000159263611,"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":0.9955999851226807,"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/popularity","display_name":"Popularity","score":0.9746683835983276},{"id":"https://openalex.org/keywords/loyalty","display_name":"Loyalty","score":0.5641753673553467},{"id":"https://openalex.org/keywords/grassroots","display_name":"Grassroots","score":0.5396817326545715},{"id":"https://openalex.org/keywords/boom","display_name":"Boom","score":0.5292320251464844},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5015676021575928},{"id":"https://openalex.org/keywords/content","display_name":"Content (measure theory)","score":0.5003321170806885},{"id":"https://openalex.org/keywords/mass-media","display_name":"Mass media","score":0.49959278106689453},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.4873367249965668},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4727400541305542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4688146114349365},{"id":"https://openalex.org/keywords/user-generated-content","display_name":"User-generated content","score":0.4267209768295288},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3064311742782593},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2369297742843628},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.23233294486999512},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.21574726700782776},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.1938839554786682},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.18355447053909302},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14983618259429932},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08009988069534302}],"concepts":[{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.9746683835983276},{"id":"https://openalex.org/C2776967331","wikidata":"https://www.wikidata.org/wiki/Q1132131","display_name":"Loyalty","level":2,"score":0.5641753673553467},{"id":"https://openalex.org/C2781188222","wikidata":"https://www.wikidata.org/wiki/Q929651","display_name":"Grassroots","level":3,"score":0.5396817326545715},{"id":"https://openalex.org/C141441539","wikidata":"https://www.wikidata.org/wiki/Q1970908","display_name":"Boom","level":2,"score":0.5292320251464844},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5015676021575928},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.5003321170806885},{"id":"https://openalex.org/C558299567","wikidata":"https://www.wikidata.org/wiki/Q11033","display_name":"Mass media","level":2,"score":0.49959278106689453},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.4873367249965668},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4727400541305542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4688146114349365},{"id":"https://openalex.org/C101293273","wikidata":"https://www.wikidata.org/wiki/Q579716","display_name":"User-generated content","level":3,"score":0.4267209768295288},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3064311742782593},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2369297742843628},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.23233294486999512},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.21574726700782776},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.1938839554786682},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.18355447053909302},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14983618259429932},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08009988069534302},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"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":5,"locations":[{"id":"doi:10.3390/e24050664","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24050664","pdf_url":"https://www.mdpi.com/1099-4300/24/5/664/pdf?version=1652259136","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:35626549","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35626549","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:e358cdb799dc48a28a773d7f33ff2108","is_oa":true,"landing_page_url":"https://doaj.org/article/e358cdb799dc48a28a773d7f33ff2108","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 24, Iss 5, p 664 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/24/5/664/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e24050664","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 24; Issue 5; Pages: 664","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9141265","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9141265","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e24050664","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e24050664","pdf_url":"https://www.mdpi.com/1099-4300/24/5/664/pdf?version=1652259136","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4090296210","display_name":null,"funder_award_id":"18BKS180","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7830859669","display_name":"\u4fe1\u606f\u4f20\u64ad\u89c6\u89d2\u4e0b\u7684\u590d\u6742\u793e\u4f1a\u7cfb\u7edf\u9c81\u68d2\u6027\u7814\u7a76","funder_award_id":"71871006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3015602046.pdf","grobid_xml":"https://content.openalex.org/works/W3015602046.grobid-xml"},"referenced_works_count":83,"referenced_works":["https://openalex.org/W1205573842","https://openalex.org/W1488730721","https://openalex.org/W1493292050","https://openalex.org/W1506011467","https://openalex.org/W1534539087","https://openalex.org/W1692053227","https://openalex.org/W1810889649","https://openalex.org/W1814023381","https://openalex.org/W1908686216","https://openalex.org/W1931400479","https://openalex.org/W1967579779","https://openalex.org/W1968103943","https://openalex.org/W1968619893","https://openalex.org/W1969871566","https://openalex.org/W1980085292","https://openalex.org/W1983255267","https://openalex.org/W1984695980","https://openalex.org/W1990513740","https://openalex.org/W1994797112","https://openalex.org/W2001653897","https://openalex.org/W2008015479","https://openalex.org/W2011062190","https://openalex.org/W2011304175","https://openalex.org/W2013496409","https://openalex.org/W2015557855","https://openalex.org/W2017938121","https://openalex.org/W2038456984","https://openalex.org/W2046968302","https://openalex.org/W2053241453","https://openalex.org/W2065347052","https://openalex.org/W2086128749","https://openalex.org/W2086222759","https://openalex.org/W2088382680","https://openalex.org/W2096135266","https://openalex.org/W2097699916","https://openalex.org/W2100154379","https://openalex.org/W2101196063","https://openalex.org/W2121812884","https://openalex.org/W2130354913","https://openalex.org/W2142125782","https://openalex.org/W2144305663","https://openalex.org/W2150208547","https://openalex.org/W2150375325","https://openalex.org/W2159193292","https://openalex.org/W2160324096","https://openalex.org/W2208950600","https://openalex.org/W2211458850","https://openalex.org/W2256935891","https://openalex.org/W2342221206","https://openalex.org/W2345409786","https://openalex.org/W2346282536","https://openalex.org/W2546574318","https://openalex.org/W2565351507","https://openalex.org/W2726377813","https://openalex.org/W2783926705","https://openalex.org/W2796737780","https://openalex.org/W2801288869","https://openalex.org/W2804159554","https://openalex.org/W2809516862","https://openalex.org/W2811431004","https://openalex.org/W2883098649","https://openalex.org/W2884947427","https://openalex.org/W2887447177","https://openalex.org/W2892077025","https://openalex.org/W2897824790","https://openalex.org/W2963181988","https://openalex.org/W2968215479","https://openalex.org/W2988232488","https://openalex.org/W2993383518","https://openalex.org/W2997813987","https://openalex.org/W3008223543","https://openalex.org/W3009021771","https://openalex.org/W3122560497","https://openalex.org/W3124858858","https://openalex.org/W3125790831","https://openalex.org/W3125952634","https://openalex.org/W4285719527","https://openalex.org/W6630238613","https://openalex.org/W6646307765","https://openalex.org/W6648982606","https://openalex.org/W6653824493","https://openalex.org/W6674620267","https://openalex.org/W6681527806"],"related_works":["https://openalex.org/W2038284070","https://openalex.org/W2020931302","https://openalex.org/W2393835291","https://openalex.org/W2349375644","https://openalex.org/W2375743546","https://openalex.org/W1992295819","https://openalex.org/W1543675275","https://openalex.org/W2370005928","https://openalex.org/W1017320593","https://openalex.org/W2364133757"],"abstract_inverted_index":{"The":[0,137],"boom":[1],"in":[2,21,42,104,185],"social":[3,186],"media":[4],"with":[5,112],"regard":[6],"to":[7,124],"producing":[8],"and":[9,34,52,55,91,135,152,155,166],"consuming":[10],"information":[11],"simultaneously":[12],"implies":[13],"the":[14,31,35,77,85,89,99,116,143,153,170,176],"crucial":[15],"role":[16],"of":[17,69,76,87,98,120,178,182,189],"online":[18],"user":[19,50,82],"influence":[20,59],"determining":[22],"content":[23,53,60,71,111,131,145,159],"popularity.":[24],"In":[25],"particular,":[26],"understanding":[27],"behavior":[28,47,78],"variations":[29,79],"between":[30],"influential":[32],"elites":[33,90,107,156],"mass":[36,117,154],"grassroots":[37],"is":[38,93,141],"an":[39],"important":[40],"issue":[41],"communication.":[43],"However,":[44],"how":[45,56],"their":[46,163],"varies":[48],"across":[49],"categories":[51],"domains":[54],"these":[57,125],"differences":[58],"popularity":[61,132,160,183],"are":[62,133],"rarely":[63],"addressed.":[64],"From":[65],"a":[66,73,190],"novel":[67],"view":[68],"seven":[70],"domains,":[72],"detailed":[74],"picture":[75],"among":[80],"five":[81],"groups,":[83],"from":[84],"views":[86],"both":[88],"mass,":[92],"drawn":[94],"on":[95],"Weibo,":[96],"one":[97],"most":[100,138],"popular":[101],"Twitter-like":[102],"services":[103],"China.":[105],"Interestingly,":[106],"post":[108],"more":[109,150],"diverse":[110,144],"video":[113],"links,":[114],"while":[115],"possess":[118],"retweeters":[119],"higher":[121],"loyalty.":[122],"According":[123],"variations,":[126],"user-oriented":[127],"actions":[128],"for":[129],"enhancing":[130],"discussed":[134],"testified.":[136],"surprising":[139],"finding":[140],"that":[142],"does":[146],"not":[147],"always":[148],"bring":[149],"retweets,":[151],"should":[157],"promote":[158],"by":[161],"increasing":[162],"retweeter":[164],"counts":[165],"loyalty,":[167],"respectively.":[168],"For":[169],"first":[171],"time,":[172],"our":[173],"results":[174],"demonstrate":[175],"possibility":[177],"highly":[179],"individualized":[180],"strategies":[181],"promotions":[184],"media,":[187],"instead":[188],"universal":[191],"principle.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
