{"id":"https://openalex.org/W3007653990","doi":"https://doi.org/10.3390/e22020242","title":"Influential Nodes Identification in Complex Networks via Information Entropy","display_name":"Influential Nodes Identification in Complex Networks via Information Entropy","publication_year":2020,"publication_date":"2020-02-21","ids":{"openalex":"https://openalex.org/W3007653990","doi":"https://doi.org/10.3390/e22020242","mag":"3007653990","pmid":"https://pubmed.ncbi.nlm.nih.gov/33286016"},"language":"en","primary_location":{"id":"doi:10.3390/e22020242","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22020242","pdf_url":"https://www.mdpi.com/1099-4300/22/2/242/pdf?version=1582293380","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/1099-4300/22/2/242/pdf?version=1582293380","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020742428","display_name":"Chungu Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chungu Guo","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electricity Science and Technology of China, Chengdu 611731, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electricity Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001633360","display_name":"Liangwei Yang","orcid":"https://orcid.org/0000-0001-5660-766X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangwei Yang","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electricity Science and Technology of China, Chengdu 611731, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electricity Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373745","display_name":"Xiaohong Chen","orcid":"https://orcid.org/0000-0002-9797-8384"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao Chen","raw_affiliation_strings":["Information Assurance Office of Army Staff, Beijing 100043, China"],"affiliations":[{"raw_affiliation_string":"Information Assurance Office of Army Staff, Beijing 100043, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029425733","display_name":"Duanbing Chen","orcid":"https://orcid.org/0000-0003-2239-3012"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I4210096250","display_name":"Beijing Institute of Big Data Research","ror":"https://ror.org/00s1sz824","country_code":"CN","type":"facility","lineage":["https://openalex.org/I20231570","https://openalex.org/I37796252","https://openalex.org/I4210096250"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Duanbing Chen","raw_affiliation_strings":["Institute of Fundamental and Frontier Sciences, University of Electricity Science and Technology of China, Chengdu 611731, China","School of Computer Science and Engineering, University of Electricity Science and Technology of China, Chengdu 611731, China","The Center for Digital Culture and Media, University of Electricity Science and Technology of China, Chengdu 611731, China","Union Big Data Tech. Inc., Chengdu 610041, China"],"affiliations":[{"raw_affiliation_string":"Institute of Fundamental and Frontier Sciences, University of Electricity Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electricity Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"The Center for Digital Culture and Media, University of Electricity Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Union Big Data Tech. Inc., Chengdu 610041, China","institution_ids":["https://openalex.org/I4210096250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101603187","display_name":"Hui Gao","orcid":"https://orcid.org/0000-0002-9557-7739"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Gao","raw_affiliation_strings":["School of Computer Science and Engineering, University of Electricity Science and Technology of China, Chengdu 611731, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of Electricity Science and Technology of China, Chengdu 611731, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081736299","display_name":"Jing Ma","orcid":"https://orcid.org/0000-0001-6079-4285"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Ma","raw_affiliation_strings":["Business School, Sichuan University, Chengdu 610064, China"],"affiliations":[{"raw_affiliation_string":"Business School, Sichuan University, Chengdu 610064, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5029425733"],"corresponding_institution_ids":["https://openalex.org/I150229711","https://openalex.org/I4210096250"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":10.2624,"has_fulltext":true,"cited_by_count":120,"citation_normalized_percentile":{"value":0.98924041,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"22","issue":"2","first_page":"242","last_page":"242"},"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9991000294685364,"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/T13283","display_name":"Mental Health Research Topics","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7305015325546265},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5894034504890442},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4826553463935852},{"id":"https://openalex.org/keywords/complex-network","display_name":"Complex network","score":0.4701029658317566},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.439699649810791},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3892708122730255},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37203943729400635}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7305015325546265},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5894034504890442},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4826553463935852},{"id":"https://openalex.org/C34947359","wikidata":"https://www.wikidata.org/wiki/Q665189","display_name":"Complex network","level":2,"score":0.4701029658317566},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.439699649810791},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3892708122730255},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37203943729400635},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e22020242","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22020242","pdf_url":"https://www.mdpi.com/1099-4300/22/2/242/pdf?version=1582293380","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:33286016","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33286016","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:24b535f6540d473da97c634ba5daae58","is_oa":true,"landing_page_url":"https://doaj.org/article/24b535f6540d473da97c634ba5daae58","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":"Entropy, Vol 22, Iss 2, p 242 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/22/2/242/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e22020242","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","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7516697","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7516697","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"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/e22020242","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e22020242","pdf_url":"https://www.mdpi.com/1099-4300/22/2/242/pdf?version=1582293380","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":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8199999928474426}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3665406543","display_name":null,"funder_award_id":"111023","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5497374716","display_name":null,"funder_award_id":"Y03111023901014006","funder_id":"https://openalex.org/F4320323292","funder_display_name":"University of Electronic Science and Technology of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7220478304","display_name":null,"funder_award_id":"61433014","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8697790951","display_name":null,"funder_award_id":"61673085","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"},{"id":"https://openalex.org/F4320323292","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3007653990.pdf","grobid_xml":"https://content.openalex.org/works/W3007653990.grobid-xml"},"referenced_works_count":111,"referenced_works":["https://openalex.org/W131619556","https://openalex.org/W902147100","https://openalex.org/W1856378374","https://openalex.org/W1878853999","https://openalex.org/W1967570846","https://openalex.org/W1970913835","https://openalex.org/W1971937094","https://openalex.org/W1978567637","https://openalex.org/W1978710835","https://openalex.org/W1980749520","https://openalex.org/W1985451470","https://openalex.org/W1990657247","https://openalex.org/W1991288592","https://openalex.org/W1992250165","https://openalex.org/W1994473607","https://openalex.org/W2000289149","https://openalex.org/W2002744433","https://openalex.org/W2003503456","https://openalex.org/W2005907218","https://openalex.org/W2008167229","https://openalex.org/W2010280523","https://openalex.org/W2012557827","https://openalex.org/W2019150902","https://openalex.org/W2019243719","https://openalex.org/W2022704179","https://openalex.org/W2023360870","https://openalex.org/W2026417691","https://openalex.org/W2034413844","https://openalex.org/W2045864404","https://openalex.org/W2046766868","https://openalex.org/W2049428368","https://openalex.org/W2052166746","https://openalex.org/W2058904112","https://openalex.org/W2061820396","https://openalex.org/W2062403363","https://openalex.org/W2064643031","https://openalex.org/W2065851162","https://openalex.org/W2066636486","https://openalex.org/W2108614537","https://openalex.org/W2108858998","https://openalex.org/W2111347279","https://openalex.org/W2112090702","https://openalex.org/W2113330929","https://openalex.org/W2118745042","https://openalex.org/W2121941395","https://openalex.org/W2126956247","https://openalex.org/W2133131640","https://openalex.org/W2140239055","https://openalex.org/W2143389120","https://openalex.org/W2144885342","https://openalex.org/W2153465747","https://openalex.org/W2155167324","https://openalex.org/W2158478952","https://openalex.org/W2171618736","https://openalex.org/W2177058407","https://openalex.org/W2186103260","https://openalex.org/W2218409248","https://openalex.org/W2220092248","https://openalex.org/W2233066727","https://openalex.org/W2254509396","https://openalex.org/W2261717057","https://openalex.org/W2278495852","https://openalex.org/W2294347342","https://openalex.org/W2299965164","https://openalex.org/W2405756019","https://openalex.org/W2505484073","https://openalex.org/W2565615699","https://openalex.org/W2580734735","https://openalex.org/W2583881443","https://openalex.org/W2616583680","https://openalex.org/W2619090416","https://openalex.org/W2620807086","https://openalex.org/W2651835698","https://openalex.org/W2736635164","https://openalex.org/W2736878016","https://openalex.org/W2746720022","https://openalex.org/W2751401576","https://openalex.org/W2752382243","https://openalex.org/W2755571012","https://openalex.org/W2769582432","https://openalex.org/W2770609074","https://openalex.org/W2770752180","https://openalex.org/W2790762298","https://openalex.org/W2792953141","https://openalex.org/W2797028873","https://openalex.org/W2804502241","https://openalex.org/W2810440485","https://openalex.org/W2810497820","https://openalex.org/W2886488386","https://openalex.org/W2897449633","https://openalex.org/W2898940193","https://openalex.org/W2899148877","https://openalex.org/W2921710031","https://openalex.org/W2937234651","https://openalex.org/W2962890993","https://openalex.org/W2967956122","https://openalex.org/W2998525744","https://openalex.org/W3099349898","https://openalex.org/W3099623409","https://openalex.org/W3102316484","https://openalex.org/W3102702458","https://openalex.org/W3103589963","https://openalex.org/W3103657871","https://openalex.org/W3103786587","https://openalex.org/W3105019479","https://openalex.org/W3121431518","https://openalex.org/W4243544849","https://openalex.org/W4243694320","https://openalex.org/W4293232152","https://openalex.org/W4388299012","https://openalex.org/W6743270638"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W972276598","https://openalex.org/W2087343574","https://openalex.org/W4246352526","https://openalex.org/W2121910908"],"abstract_inverted_index":{"Identifying":[0],"a":[1,15,51,73,181],"set":[2,74],"of":[3,47,75,85,121,135,173,183,203],"influential":[4,76,122],"nodes":[5,77,123,174,185],"is":[6,57,88],"an":[7,112],"important":[8,184],"topic":[9],"in":[10,18,147,206],"complex":[11,207],"networks":[12,208],"which":[13],"plays":[14],"crucial":[16],"role":[17],"many":[19],"applications,":[20],"such":[21],"as":[22,90],"market":[23],"advertising,":[24],"rumor":[25],"controlling,":[26],"and":[27,54,103,145,157,179,212],"predicting":[28],"valuable":[29],"scientific":[30],"publications.":[31],"In":[32,62],"regard":[33],"to":[34,44,71],"this,":[35],"researchers":[36],"have":[37],"developed":[38],"algorithms":[39],"from":[40],"simple":[41],"degree":[42],"methods":[43],"all":[45],"kinds":[46],"sophisticated":[48],"approaches.":[49],"However,":[50],"more":[52],"robust":[53],"practical":[55],"algorithm":[56,69,137,169],"required":[58],"for":[59,209],"the":[60,67,82,96,99,128,133,162,171,194],"task.":[61],"this":[63,116],"paper,":[64],"we":[65],"propose":[66],"EnRenew":[68],"aimed":[70],"identify":[72],"via":[78],"information":[79,83,101,177,210],"entropy.":[80],"Firstly,":[81],"entropy":[84,102,178],"each":[86],"node":[87,97,204],"calculated":[89],"initial":[91],"spreading":[92,109,211],"ability.":[93],"Then,":[94],"select":[95],"with":[98,127],"largest":[100],"renovate":[104],"its":[105],"<i>l</i>-length":[106],"reachable":[107],"nodes'":[108],"ability":[110],"by":[111,139],"attenuation":[113],"factor,":[114],"repeat":[115],"process":[117],"until":[118],"specific":[119],"number":[120],"are":[124],"selected.":[125],"Compared":[126],"best":[129],"state-of-the-art":[130],"benchmark":[131],"methods,":[132],"performance":[134],"proposed":[136,168],"improved":[138],"21.1%,":[140],"7.0%,":[141],"30.0%,":[142],"5.0%,":[143],"2.5%,":[144],"9.0%":[146],"final":[148],"affected":[149],"scale":[150],"on":[151,176,193,200],"CEnew,":[152],"Email,":[153],"Hamster,":[154],"Router,":[155],"Condmat,":[156],"Amazon":[158],"network,":[159],"respectively,":[160],"under":[161],"Susceptible-Infected-Recovered":[163],"(SIR)":[164],"simulation":[165,196],"model.":[166],"The":[167,190],"measures":[170],"importance":[172],"based":[175],"selects":[180],"group":[182],"through":[186],"dynamic":[187],"update":[188],"strategy.":[189],"impressive":[191],"results":[192],"SIR":[195],"model":[197],"shed":[198],"light":[199],"new":[201],"method":[202],"mining":[205],"epidemic":[213],"prevention.":[214]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":10}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}
