{"id":"https://openalex.org/W3161888309","doi":"https://doi.org/10.1007/s11633-021-1302-3","title":"Evolutionary Computation in Social Propagation over Complex Networks: A Survey","display_name":"Evolutionary Computation in Social Propagation over Complex Networks: A Survey","publication_year":2021,"publication_date":"2021-06-03","ids":{"openalex":"https://openalex.org/W3161888309","doi":"https://doi.org/10.1007/s11633-021-1302-3","mag":"3161888309"},"language":"en","primary_location":{"id":"doi:10.1007/s11633-021-1302-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11633-021-1302-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11633-021-1302-3.pdf","source":{"id":"https://openalex.org/S28082686","display_name":"International Journal of Automation and Computing","issn_l":"1476-8186","issn":["1476-8186","1751-8520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Automation and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11633-021-1302-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080225526","display_name":"Tian-Fang Zhao","orcid":"https://orcid.org/0000-0002-3520-2951"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian-Fang Zhao","raw_affiliation_strings":["School of Computer Science & Engineering, South China University of Technology, Guangzhou, 510006, China"],"raw_orcid":"https://orcid.org/0000-0002-3520-2951","affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, South China University of Technology, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050385116","display_name":"Wei\u2013Neng Chen","orcid":"https://orcid.org/0000-0003-0843-5802"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei-Neng Chen","raw_affiliation_strings":["School of Computer Science & Engineering, South China University of Technology, Guangzhou, 510006, China"],"raw_orcid":"https://orcid.org/0000-0003-0843-5802","affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, South China University of Technology, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064053420","display_name":"Xin-Xin Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin-Xin Ma","raw_affiliation_strings":["School of Computer Science & Engineering, South China University of Technology, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, South China University of Technology, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039590256","display_name":"Xiao-Kun Wu","orcid":"https://orcid.org/0000-0003-3843-0164"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Kun Wu","raw_affiliation_strings":["School of Computer Science & Engineering, South China University of Technology, Guangzhou, 510006, China","School of Journalism and Communication, South China University of Technology, Guangzhou, 510006, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, South China University of Technology, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Journalism and Communication, South China University of Technology, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050385116"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":0.7691,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.70196837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"18","issue":"4","first_page":"503","last_page":"520"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9891999959945679,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9891999959945679,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9850000143051147,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.9634000062942505,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/computation","display_name":"Computation","score":0.5685896277427673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5674221515655518},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5227508544921875},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.47528448700904846},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4729352295398712},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.44710099697113037},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4141184091567993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24940189719200134},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16309532523155212},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10013949871063232}],"concepts":[{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5685896277427673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5674221515655518},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5227508544921875},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.47528448700904846},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4729352295398712},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.44710099697113037},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4141184091567993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24940189719200134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16309532523155212},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10013949871063232}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11633-021-1302-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11633-021-1302-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11633-021-1302-3.pdf","source":{"id":"https://openalex.org/S28082686","display_name":"International Journal of Automation and Computing","issn_l":"1476-8186","issn":["1476-8186","1751-8520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Automation and Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11633-021-1302-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11633-021-1302-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11633-021-1302-3.pdf","source":{"id":"https://openalex.org/S28082686","display_name":"International Journal of Automation and Computing","issn_l":"1476-8186","issn":["1476-8186","1751-8520"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Automation and Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3050062962","display_name":null,"funder_award_id":"2018B050502006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3331203778","display_name":null,"funder_award_id":"2018B030312003","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G5613051729","display_name":null,"funder_award_id":"2018AAA0101300","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8277581525","display_name":null,"funder_award_id":"61976093","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G835260656","display_name":"\u57fa\u4e8e\u8fdb\u5316\u8ba1\u7b97\u7684\u65b0\u95fb\u4f20\u64ad\u5e94\u5bf9\u7b56\u7565\u4f18\u5316\u7814\u7a76","funder_award_id":"61873097","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/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3161888309.pdf","grobid_xml":"https://content.openalex.org/works/W3161888309.grobid-xml"},"referenced_works_count":150,"referenced_works":["https://openalex.org/W81415458","https://openalex.org/W119114865","https://openalex.org/W1480312012","https://openalex.org/W1487207002","https://openalex.org/W1492640216","https://openalex.org/W1532143881","https://openalex.org/W1558680194","https://openalex.org/W1638051351","https://openalex.org/W1659842140","https://openalex.org/W1801849579","https://openalex.org/W1831950995","https://openalex.org/W1966006953","https://openalex.org/W1968164782","https://openalex.org/W1971842701","https://openalex.org/W1975594555","https://openalex.org/W1979535582","https://openalex.org/W1980248442","https://openalex.org/W1982839492","https://openalex.org/W1983676131","https://openalex.org/W1984688056","https://openalex.org/W1986992441","https://openalex.org/W1990513740","https://openalex.org/W1992944881","https://openalex.org/W2019559865","https://openalex.org/W2022609283","https://openalex.org/W2025343106","https://openalex.org/W2042123098","https://openalex.org/W2050605698","https://openalex.org/W2050642268","https://openalex.org/W2050789674","https://openalex.org/W2061269065","https://openalex.org/W2061820396","https://openalex.org/W2064089677","https://openalex.org/W2070199170","https://openalex.org/W2070521125","https://openalex.org/W2077386313","https://openalex.org/W2079460424","https://openalex.org/W2083689991","https://openalex.org/W2084531279","https://openalex.org/W2101818710","https://openalex.org/W2104074474","https://openalex.org/W2107795961","https://openalex.org/W2108205865","https://openalex.org/W2110694538","https://openalex.org/W2110988848","https://openalex.org/W2111772797","https://openalex.org/W2112082685","https://openalex.org/W2120204384","https://openalex.org/W2122122715","https://openalex.org/W2127130980","https://openalex.org/W2129724855","https://openalex.org/W2130067743","https://openalex.org/W2136814470","https://openalex.org/W2143381319","https://openalex.org/W2143523119","https://openalex.org/W2143930289","https://openalex.org/W2148543891","https://openalex.org/W2150263186","https://openalex.org/W2152195021","https://openalex.org/W2153336132","https://openalex.org/W2154929945","https://openalex.org/W2159658554","https://openalex.org/W2161728228","https://openalex.org/W2164934768","https://openalex.org/W2165203444","https://openalex.org/W2167159964","https://openalex.org/W2203078100","https://openalex.org/W2241340194","https://openalex.org/W2243469851","https://openalex.org/W2265720734","https://openalex.org/W2287814884","https://openalex.org/W2293458749","https://openalex.org/W2339417300","https://openalex.org/W2341979050","https://openalex.org/W2403995870","https://openalex.org/W2463845772","https://openalex.org/W2464527493","https://openalex.org/W2474921693","https://openalex.org/W2483498405","https://openalex.org/W2505484073","https://openalex.org/W2507974220","https://openalex.org/W2511428207","https://openalex.org/W2518265829","https://openalex.org/W2526317073","https://openalex.org/W2552732996","https://openalex.org/W2562854826","https://openalex.org/W2566239358","https://openalex.org/W2591813061","https://openalex.org/W2594296515","https://openalex.org/W2594497216","https://openalex.org/W2602617655","https://openalex.org/W2615460211","https://openalex.org/W2618229550","https://openalex.org/W2626630140","https://openalex.org/W2753899746","https://openalex.org/W2765909708","https://openalex.org/W2766581963","https://openalex.org/W2785136027","https://openalex.org/W2795845996","https://openalex.org/W2804660693","https://openalex.org/W2807797544","https://openalex.org/W2808971099","https://openalex.org/W2884798478","https://openalex.org/W2892728963","https://openalex.org/W2894064669","https://openalex.org/W2894665583","https://openalex.org/W2903757793","https://openalex.org/W2907028664","https://openalex.org/W2907478628","https://openalex.org/W2907760114","https://openalex.org/W2909752832","https://openalex.org/W2910777435","https://openalex.org/W2911850641","https://openalex.org/W2913192180","https://openalex.org/W2915495724","https://openalex.org/W2943528199","https://openalex.org/W2946038967","https://openalex.org/W2949107277","https://openalex.org/W2957304166","https://openalex.org/W2963734869","https://openalex.org/W2968534587","https://openalex.org/W2975247499","https://openalex.org/W2977886427","https://openalex.org/W2979584618","https://openalex.org/W2987373818","https://openalex.org/W2989184295","https://openalex.org/W2999172991","https://openalex.org/W2999561527","https://openalex.org/W3000021716","https://openalex.org/W3003237452","https://openalex.org/W3007576625","https://openalex.org/W3008498255","https://openalex.org/W3012086464","https://openalex.org/W3015759398","https://openalex.org/W3026303237","https://openalex.org/W3041367289","https://openalex.org/W3080882303","https://openalex.org/W3081182976","https://openalex.org/W3102103731","https://openalex.org/W3104961365","https://openalex.org/W3108005146","https://openalex.org/W3119965053","https://openalex.org/W3125438321","https://openalex.org/W3125665306","https://openalex.org/W3149025087","https://openalex.org/W4229611121","https://openalex.org/W4238955406","https://openalex.org/W4250123324","https://openalex.org/W4253543067","https://openalex.org/W4256052284"],"related_works":["https://openalex.org/W2149537132","https://openalex.org/W641279757","https://openalex.org/W370975646","https://openalex.org/W1670566515","https://openalex.org/W4242022592","https://openalex.org/W596972243","https://openalex.org/W2018871932","https://openalex.org/W4313230280","https://openalex.org/W69751022","https://openalex.org/W2046435967"],"abstract_inverted_index":{"Abstract":[0],"Social":[1],"propagation":[2,91,141,160,189],"denotes":[3],"the":[4,10,22,55,67,79,85,95,107,140,144,162,174,182,185],"spread":[5],"phenomena":[6],"directly":[7],"correlated":[8],"to":[9,21,51,63,122,172],"human":[11,25],"world":[12],"and":[13,38,53,58,76,88,113,143,161,180],"society,":[14],"which":[15],"includes":[16],"but":[17],"is":[18,61,83,136],"not":[19],"limited":[20],"diffusion":[23],"of":[24,81,90,127,146,158,165,187],"epidemics,":[26],"human-made":[27],"malicious":[28],"viruses,":[29],"fake":[30],"news,":[31],"social":[32,45,56,133,159],"innovation,":[33],"viral":[34],"marketing,":[35],"etc.":[36],"Simulation":[37],"optimization":[39,60,77],"are":[40,152,167],"two":[41],"major":[42],"themes":[43],"in":[44,105,132,148,176],"propagation,":[46],"where":[47],"network-based":[48],"simulation":[49],"helps":[50],"analyze":[52],"understand":[54],"contagion,":[57],"problem-oriented":[59],"devoted":[62],"contain":[64],"or":[65],"improve":[66],"infection":[68],"results.":[69],"Though":[70],"there":[71],"have":[72],"been":[73],"many":[74],"models":[75],"techniques,":[78],"matter":[80],"concern":[82],"that":[84],"increasing":[86],"complexity":[87],"scales":[89],"processes":[92],"continuously":[93],"refresh":[94],"former":[96],"conclusions.":[97],"Recently,":[98],"evolutionary":[99],"computation":[100],"(EC)":[101],"shows":[102],"its":[103],"potential":[104,163],"alleviating":[106],"concerns":[108],"by":[109],"introducing":[110],"an":[111],"evolving":[112,188],"developing":[114],"perspective.":[115],"With":[116],"this":[117,119],"insight,":[118],"paper":[120,170],"intends":[121],"develop":[123],"a":[124],"comprehensive":[125],"view":[126],"how":[128],"EC":[129,147,166,178],"takes":[130],"effect":[131],"propagation.":[134],"Taxonomy":[135],"provided":[137],"for":[138,184],"classifying":[139],"problems,":[142],"applications":[145,164],"solving":[149],"these":[150],"problems":[151,175],"reviewed.":[153],"Furthermore,":[154],"some":[155],"open":[156],"issues":[157],"discussed.":[168],"This":[169],"contributes":[171],"recognizing":[173],"application-oriented":[177],"design":[179],"paves":[181],"way":[183],"development":[186],"dynamics.":[190]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}