{"id":"https://openalex.org/W2166458546","doi":"https://doi.org/10.1038/srep05547","title":"Searching for superspreaders of information in real-world social media","display_name":"Searching for superspreaders of information in real-world social media","publication_year":2014,"publication_date":"2014-07-03","ids":{"openalex":"https://openalex.org/W2166458546","doi":"https://doi.org/10.1038/srep05547","mag":"2166458546","pmid":"https://pubmed.ncbi.nlm.nih.gov/24989148","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/4080224"},"language":"en","primary_location":{"id":"doi:10.1038/srep05547","doi":"https://doi.org/10.1038/srep05547","is_oa":true,"landing_page_url":"https://doi.org/10.1038/srep05547","pdf_url":"https://www.nature.com/articles/srep05547.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/srep05547.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sen Pei","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I125687163","display_name":"City College of New York","ror":"https://ror.org/00wmhkr98","country_code":"US","type":"education","lineage":["https://openalex.org/I125687163"]},{"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","US"],"is_corresponding":false,"raw_author_name":"Sen Pei","raw_affiliation_strings":["1] LMIB and School of Mathematics and Systems Science, Beihang University, Beijing, 100191, China [2] Levich Institute and Physics Department, City College of New York, New York, NY 10031, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1] LMIB and School of Mathematics and Systems Science, Beihang University, Beijing, 100191, China [2] Levich Institute and Physics Department, City College of New York, New York, NY 10031, USA","institution_ids":["https://openalex.org/I125687163","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lev Muchnik","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I197251160","display_name":"Hebrew University of Jerusalem","ror":"https://ror.org/03qxff017","country_code":"IL","type":"education","lineage":["https://openalex.org/I197251160"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Lev Muchnik","raw_affiliation_strings":["School of Business Administration, The Hebrew University of Jerusalem, 91905 Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Business Administration, The Hebrew University of Jerusalem, 91905 Israel","institution_ids":["https://openalex.org/I197251160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027108467","display_name":"Jos\u00e9 S. Andrade","orcid":"https://orcid.org/0000-0002-5571-7610","observed_orcids":["https://orcid.org/0000-0002-5571-7610"]},"institutions":[{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 S. Andrade,","raw_affiliation_strings":["Departamento de F\u00edsica, Universidade Federal do Cear\u00e1, 60451-970, Fortaleza, Cear\u00e1, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de F\u00edsica, Universidade Federal do Cear\u00e1, 60451-970, Fortaleza, Cear\u00e1, Brazil","institution_ids":["https://openalex.org/I243754102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080568135","display_name":"Z. M. Zheng","orcid":"https://orcid.org/0009-0009-3370-9941","observed_orcids":["https://orcid.org/0009-0009-3370-9941"]},"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":"Zhiming Zheng","raw_affiliation_strings":["LMIB and School of Mathematics and Systems Science, Beihang University, Beijing, 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LMIB and School of Mathematics and Systems Science, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062969234","display_name":"Hern\u00e1n A. Makse","orcid":"https://orcid.org/0000-0001-6474-1324","observed_orcids":["https://orcid.org/0000-0001-6474-1324"]},"institutions":[{"id":"https://openalex.org/I125687163","display_name":"City College of New York","ror":"https://ror.org/00wmhkr98","country_code":"US","type":"education","lineage":["https://openalex.org/I125687163"]},{"id":"https://openalex.org/I243754102","display_name":"Universidade Federal do Cear\u00e1","ror":"https://ror.org/03srtnf24","country_code":"BR","type":"education","lineage":["https://openalex.org/I243754102"]}],"countries":["BR","US"],"is_corresponding":true,"raw_author_name":"Hern\u00e1n A. Makse","raw_affiliation_strings":["1] Levich Institute and Physics Department, City College of New York, New York, NY 10031, USA [2] Departamento de F\u00edsica, Universidade Federal do Cear\u00e1, 60451-970, Fortaleza, Cear\u00e1, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1] Levich Institute and Physics Department, City College of New York, New York, NY 10031, USA [2] Departamento de F\u00edsica, Universidade Federal do Cear\u00e1, 60451-970, Fortaleza, Cear\u00e1, Brazil","institution_ids":["https://openalex.org/I125687163","https://openalex.org/I243754102"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062969234"],"corresponding_institution_ids":["https://openalex.org/I125687163","https://openalex.org/I243754102"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":21.6892,"has_fulltext":true,"cited_by_count":418,"citation_normalized_percentile":{"value":0.9982083,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"4","issue":"1","first_page":"5547","last_page":"5547"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":1.0,"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":1.0,"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/T10102","display_name":"scientometrics and bibliometrics research","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3309","display_name":"Library and Information Sciences"},"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/T10557","display_name":"Social Media and Politics","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/influential-spreaders","display_name":"influential spreaders","score":0.8870000243186951},{"id":"https://openalex.org/keywords/information-dissemination","display_name":"information dissemination","score":0.7269999980926514},{"id":"https://openalex.org/keywords/social-media","display_name":"social media","score":0.8360000252723694},{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.6100000143051147},{"id":"https://openalex.org/keywords/k-core","display_name":"k-core","score":0.7200000286102295},{"id":"https://openalex.org/keywords/degree-centrality","display_name":"degree centrality","score":0.8939999938011169},{"id":"https://openalex.org/keywords/spreading-dynamics","display_name":"spreading dynamics","score":0.7239999771118164},{"id":"https://openalex.org/keywords/twitter","display_name":"Twitter","score":0.5070000290870667},{"id":"https://openalex.org/keywords/facebook","display_name":"Facebook","score":0.9990000128746033},{"id":"https://openalex.org/keywords/livejournal","display_name":"LiveJournal","score":0.9240000247955322},{"id":"https://openalex.org/keywords/network-structure","display_name":"network structure","score":0.4180000126361847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8131999969482422},{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.6985999941825867},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.656000018119812},{"id":"https://openalex.org/C86037889","wikidata":"https://www.wikidata.org/wiki/Q4330127","display_name":"Learning to rank","level":3,"score":0.6545000076293945},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5928999781608582},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.548799991607666},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5281999707221985},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.49410000443458557},{"id":"https://openalex.org/C1173588","wikidata":"https://www.wikidata.org/wiki/Q6554294","display_name":"Link analysis","level":2,"score":0.4510999917984009},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.4487999975681305},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.4480000138282776},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4196999967098236},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.4025999903678894},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4009999930858612},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.40070000290870667},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.39469999074935913},{"id":"https://openalex.org/C2779494480","wikidata":"https://www.wikidata.org/wiki/Q188728","display_name":"Information Dissemination","level":2,"score":0.3919000029563904},{"id":"https://openalex.org/C41458344","wikidata":"https://www.wikidata.org/wiki/Q732577","display_name":"Publication","level":2,"score":0.36980000138282776},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.3596999943256378},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.35109999775886536},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.34290000796318054},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2759000062942505},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.26989999413490295},{"id":"https://openalex.org/C2985904603","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Information networks","level":2,"score":0.25600001215934753}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007857","descriptor_name":"Leadership","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008962","descriptor_name":"Models, Theoretical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D033181","descriptor_name":"Information Dissemination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060756","descriptor_name":"Social Networking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061108","descriptor_name":"Social Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":7,"locations":[{"id":"doi:10.1038/srep05547","doi":"https://doi.org/10.1038/srep05547","is_oa":true,"landing_page_url":"https://doi.org/10.1038/srep05547","pdf_url":"https://www.nature.com/articles/srep05547.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"pmh:oai:europepmc.org:3060508","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4080224","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:4080224","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4080224","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,"listed_in":[],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmid:24989148","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24989148","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,"listed_in":[],"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":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:1405.1790","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1405.1790","pdf_url":"https://arxiv.org/pdf/1405.1790","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:academicworks.cuny.edu:cc_pubs-1104","doi":null,"is_oa":false,"landing_page_url":"https://academicworks.cuny.edu/cc_pubs/105","pdf_url":null,"source":{"id":"https://openalex.org/S4377196304","display_name":"CUNY Academic Works (City University of New York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I174216632","host_organization_name":"City University of New York","host_organization_lineage":["https://openalex.org/I174216632"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Publications and Research","raw_type":"article"},{"id":"doi:10.48550/arxiv.1405.1790","doi":"https://doi.org/10.48550/arxiv.1405.1790","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1405.1790","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1038/srep05547","doi":"https://doi.org/10.1038/srep05547","is_oa":true,"landing_page_url":"https://doi.org/10.1038/srep05547","pdf_url":"https://www.nature.com/articles/srep05547.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2078369471","display_name":null,"funder_award_id":"2010DFR00700","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2457875297","display_name":null,"funder_award_id":"11290141","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7499588352","display_name":null,"funder_award_id":"2010DFR00700","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7561134949","display_name":null,"funder_award_id":"W911NF-09-2-0053","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7601161933","display_name":null,"funder_award_id":"11201018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8265391060","display_name":null,"funder_award_id":"11290141","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8687236692","display_name":null,"funder_award_id":"MJ-F-2012-04","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320321125","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320323202","display_name":"Funda\u00e7\u00e3o Cearense de Apoio ao Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/007pgtp80"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2166458546.pdf","grobid_xml":"https://content.openalex.org/works/W2166458546.grobid-xml"},"referenced_works_count":60,"referenced_works":["https://openalex.org/W1495750374","https://openalex.org/W1635909395","https://openalex.org/W1656674553","https://openalex.org/W1897619428","https://openalex.org/W1966023996","https://openalex.org/W1967579779","https://openalex.org/W1968478384","https://openalex.org/W1970381667","https://openalex.org/W1978567637","https://openalex.org/W1985366708","https://openalex.org/W1985451470","https://openalex.org/W1992184098","https://openalex.org/W1995945562","https://openalex.org/W2003998314","https://openalex.org/W2021314079","https://openalex.org/W2028055861","https://openalex.org/W2038195874","https://openalex.org/W2041923066","https://openalex.org/W2045313237","https://openalex.org/W2046968302","https://openalex.org/W2054476043","https://openalex.org/W2056944867","https://openalex.org/W2058105398","https://openalex.org/W2061820396","https://openalex.org/W2062403363","https://openalex.org/W2063248556","https://openalex.org/W2065769502","https://openalex.org/W2066104563","https://openalex.org/W2066636486","https://openalex.org/W2066682493","https://openalex.org/W2101196063","https://openalex.org/W2102865756","https://openalex.org/W2106805078","https://openalex.org/W2113889316","https://openalex.org/W2114696370","https://openalex.org/W2114827335","https://openalex.org/W2119243545","https://openalex.org/W2128893310","https://openalex.org/W2130863673","https://openalex.org/W2133131640","https://openalex.org/W2138081378","https://openalex.org/W2142610630","https://openalex.org/W2148606255","https://openalex.org/W2150375325","https://openalex.org/W2152365973","https://openalex.org/W2153204928","https://openalex.org/W2161728228","https://openalex.org/W2162450625","https://openalex.org/W2162808198","https://openalex.org/W2171707538","https://openalex.org/W2432978112","https://openalex.org/W2463751792","https://openalex.org/W2472315014","https://openalex.org/W2949696461","https://openalex.org/W3124459288","https://openalex.org/W3124838254","https://openalex.org/W4234809691","https://openalex.org/W4242620185","https://openalex.org/W4243240954","https://openalex.org/W4253662244"],"related_works":["https://openalex.org/W2134318725","https://openalex.org/W2142610630","https://openalex.org/W1975935051","https://openalex.org/W6939357182","https://openalex.org/W2019606511","https://openalex.org/W2964935901","https://openalex.org/W2794938251","https://openalex.org/W2809859485","https://openalex.org/W1853933183","https://openalex.org/W2483268040"],"abstract_inverted_index":{"A":[0],"number":[1],"of":[2,13,43,52,108,166,187],"predictors":[3,55],"have":[4,35,78],"been":[5,36,57,79],"suggested":[6],"to":[7,38],"detect":[8],"the":[9,40,53,61,84,100,113,126,133,148,154,164,167],"most":[10],"influential":[11,96],"spreaders":[12,97,128],"information":[14,46,68,191],"in":[15,45,70,104,119,132,147,193],"online":[16],"social":[17,71,137],"media":[18],"across":[19,135],"various":[20],"domains":[21],"such":[22,139],"as":[23,140],"Twitter":[24],"or":[25],"Facebook.":[26],"In":[27],"particular,":[28],"degree,":[29],"PageRank,":[30],"k-core":[31,134],"and":[32,116,144],"other":[33],"centralities":[34],"adopted":[37],"rank":[39],"spreading":[41,62,102],"capability":[42],"users":[44],"dissemination":[47,192],"media.":[48],"So":[49],"far,":[50],"validation":[51],"proposed":[54],"has":[56],"done":[58],"by":[59,98],"simulating":[60],"dynamics":[63,103],"rather":[64],"than":[65],"following":[66,99],"real":[67,101],"flow":[69],"networks.":[72,109],"Consequently,":[73],"only":[74],"model-dependent":[75],"contradictory":[76],"results":[77],"achieved":[80],"so":[81],"far":[82],"for":[83,95,176,184,189],"best":[85,127],"predictor.":[86],"Here,":[87],"we":[88,161],"address":[89],"this":[90],"issue":[91],"directly.":[92],"We":[93,110,123],"search":[94],"a":[105,172],"wide":[106],"range":[107],"find":[111,124,162],"that":[112,125,163],"widely-used":[114],"degree":[115,170],"PageRank":[117],"fail":[118],"ranking":[120],"users'":[121],"influence.":[122,178],"are":[129],"consistently":[130],"located":[131],"dissimilar":[136],"platforms":[138],"Twitter,":[141],"Facebook,":[142],"Livejournal":[143],"scientific":[145],"publishing":[146],"American":[149],"Physical":[150],"Society.":[151],"Furthermore,":[152],"when":[153],"complete":[155],"global":[156],"network":[157],"structure":[158],"is":[159,171],"unavailable,":[160],"sum":[165],"nearest":[168],"neighbors'":[169],"reliable":[173],"local":[174],"proxy":[175],"user's":[177],"Our":[179],"analysis":[180],"provides":[181],"practical":[182],"instructions":[183],"optimal":[185],"design":[186],"strategies":[188],"\"viral\"":[190],"relevant":[194],"applications.":[195]},"counts_by_year":[{"year":2026,"cited_by_count":32},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":32},{"year":2021,"cited_by_count":39},{"year":2020,"cited_by_count":31},{"year":2019,"cited_by_count":46},{"year":2018,"cited_by_count":45},{"year":2017,"cited_by_count":41},{"year":2016,"cited_by_count":45},{"year":2015,"cited_by_count":27},{"year":2014,"cited_by_count":5}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
