{"id":"https://openalex.org/W4392843800","doi":"https://doi.org/10.1109/tetci.2024.3359093","title":"A Multi-Population Based Evolutionary Algorithm for Many-Objective Recommendations","display_name":"A Multi-Population Based Evolutionary Algorithm for Many-Objective Recommendations","publication_year":2024,"publication_date":"2024-02-14","ids":{"openalex":"https://openalex.org/W4392843800","doi":"https://doi.org/10.1109/tetci.2024.3359093"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2024.3359093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3359093","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080798381","display_name":"Lei Zhang","orcid":"https://orcid.org/0000-0002-6447-2053"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Zhang","raw_affiliation_strings":["Information Materials and Intelligent Sensing Laboratory of Anhui Province, School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Information Materials and Intelligent Sensing Laboratory of Anhui Province, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085195047","display_name":"Huabin Zhang","orcid":"https://orcid.org/0009-0005-8124-8036"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huabin Zhang","raw_affiliation_strings":["Information Materials and Intelligent Sensing Laboratory of Anhui Province, School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Information Materials and Intelligent Sensing Laboratory of Anhui Province, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115599238","display_name":"Z. J. Chen","orcid":"https://orcid.org/0009-0007-3437-8406"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihao Chen","raw_affiliation_strings":["Information Materials and Intelligent Sensing Laboratory of Anhui Province, School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Information Materials and Intelligent Sensing Laboratory of Anhui Province, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038779185","display_name":"Sibo Liu","orcid":"https://orcid.org/0009-0006-5511-8614"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sibo Liu","raw_affiliation_strings":["Information Materials and Intelligent Sensing Laboratory of Anhui Province, School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Information Materials and Intelligent Sensing Laboratory of Anhui Province, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076244223","display_name":"Haipeng Yang","orcid":"https://orcid.org/0000-0001-9159-2707"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haipeng Yang","raw_affiliation_strings":["Information Materials and Intelligent Sensing Laboratory of Anhui Province, School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Information Materials and Intelligent Sensing Laboratory of Anhui Province, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017692278","display_name":"Hongke Zhao","orcid":"https://orcid.org/0000-0003-3099-4803"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongke Zhao","raw_affiliation_strings":["College of Management and Economics, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Management and Economics, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5080798381"],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":null,"apc_paid":null,"fwci":10.8246,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.98158102,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"8","issue":"2","first_page":"1969","last_page":"1982"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9473000168800354,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9473000168800354,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9330999851226807,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6465756893157959},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5645999908447266},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3712475001811981},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34823721647262573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25548839569091797},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2019018828868866}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6465756893157959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5645999908447266},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3712475001811981},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34823721647262573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25548839569091797},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2019018828868866}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2024.3359093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2024.3359093","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6338876659","display_name":null,"funder_award_id":"72101176","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6658230062","display_name":null,"funder_award_id":"61976001","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":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W1530276735","https://openalex.org/W1893639437","https://openalex.org/W1967787801","https://openalex.org/W1972744876","https://openalex.org/W2022485595","https://openalex.org/W2025605741","https://openalex.org/W2033009633","https://openalex.org/W2033500845","https://openalex.org/W2041361001","https://openalex.org/W2042281163","https://openalex.org/W2043403353","https://openalex.org/W2080858591","https://openalex.org/W2081332171","https://openalex.org/W2087690537","https://openalex.org/W2126105956","https://openalex.org/W2134584261","https://openalex.org/W2143381319","https://openalex.org/W2144807535","https://openalex.org/W2153274408","https://openalex.org/W2155912844","https://openalex.org/W2156455250","https://openalex.org/W2163406942","https://openalex.org/W2329749247","https://openalex.org/W2336953982","https://openalex.org/W2343601797","https://openalex.org/W2351270763","https://openalex.org/W2494763136","https://openalex.org/W2510493362","https://openalex.org/W2541760237","https://openalex.org/W2558118859","https://openalex.org/W2596352504","https://openalex.org/W2769690594","https://openalex.org/W2799657611","https://openalex.org/W2801561689","https://openalex.org/W2811035854","https://openalex.org/W2895776393","https://openalex.org/W2900709917","https://openalex.org/W2905935816","https://openalex.org/W2932748297","https://openalex.org/W2965042574","https://openalex.org/W2967839126","https://openalex.org/W2970108544","https://openalex.org/W2979057167","https://openalex.org/W2987472937","https://openalex.org/W3020868423","https://openalex.org/W3028521412","https://openalex.org/W3031167136","https://openalex.org/W3036950174","https://openalex.org/W3041654307","https://openalex.org/W3089418102","https://openalex.org/W3098822068","https://openalex.org/W3101637956","https://openalex.org/W3120141566","https://openalex.org/W3123270512","https://openalex.org/W3135452621","https://openalex.org/W3157285606","https://openalex.org/W3165934155","https://openalex.org/W3174139343","https://openalex.org/W3177613059","https://openalex.org/W3191592894","https://openalex.org/W3191721961","https://openalex.org/W3193776332","https://openalex.org/W4210798262","https://openalex.org/W4221065669","https://openalex.org/W4283701114","https://openalex.org/W4294811671","https://openalex.org/W4309284213","https://openalex.org/W4309628299","https://openalex.org/W4313318677","https://openalex.org/W4317603825","https://openalex.org/W4381163655","https://openalex.org/W6794408696"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2384897607","https://openalex.org/W2887328214"],"abstract_inverted_index":{"Multi-objective":[0],"evolutionary":[1,65],"algorithms":[2,40,189],"(MOEAs)":[3],"have":[4],"been":[5],"proved":[6],"to":[7,27,42,81,85,119],"be":[8,28,134,161],"competitive":[9],"in":[10,30,57],"recommender":[11,18,32],"systems.":[12],"As":[13],"the":[14,23,31,48,55,90,121,129,139,143,164,172,183,187],"application":[15],"scenarios":[16],"of":[17,25,50,124,145,157],"systems":[19,33],"become":[20],"increasingly":[21],"complex,":[22],"number":[24,49],"objectives":[26,51,91,125,147],"considered":[29],"increases.":[34,52],"However,":[35],"most":[36],"existing":[37],"multi-objective":[38],"recommendation":[39],"lead":[41],"increased":[43],"environmental":[44],"selection":[45],"pressure":[46],"as":[47,102,111,112],"To":[53],"tackle":[54],"issue,":[56],"this":[58],"paper,":[59],"we":[60],"propose":[61],"a":[62,155],"multi-population":[63],"based":[64],"algorithm":[66],"named":[67],"MP-MORS":[68,185],"for":[69,190],"many-objective":[70,191],"recommendations,":[71],"where":[72],"two":[73,115,122],"subpopulations":[74,116],"and":[75,83,104,148,177],"one":[76],"major":[77,140],"population":[78,141,167],"are":[79,92,117],"used":[80],"evolve":[82],"interact":[84],"find":[86],"high-quality":[87,158],"solutions.":[88,153],"Specifically,":[89],"firstly":[93],"divided":[94],"into":[95],"those":[96,105],"evaluated":[97,106],"on":[98,107,171],"individual":[99],"users":[100,109],"(defined":[101,110],"IndObjectives)":[103],"all":[108,146],"AllObjectives).":[113],"Then":[114],"suggested":[118],"optimize":[120],"types":[123],"respectively,":[126],"with":[127],"which":[128],"potential":[130,151],"good":[131,152],"solutions":[132,159],"can":[133,160],"easily":[135],"found.":[136],"In":[137],"addition,":[138],"considers":[142],"balance":[144],"refines":[149],"these":[150],"Finally,":[154],"set":[156],"obtained":[162],"by":[163],"proposed":[165,184],"adaptive":[166],"interaction":[168],"strategy.":[169],"Experiments":[170],"datasets":[173],"<italic":[174,178],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[175,179],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Movielens</i>":[176],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Douban</i>":[180],"show":[181],"that":[182],"outperforms":[186],"state-of-the-art":[188],"recommendations.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}