{"id":"https://openalex.org/W4399618167","doi":"https://doi.org/10.1109/tai.2024.3414289","title":"An Evolutionary Multitasking Algorithm for Efficient Multiobjective Recommendations","display_name":"An Evolutionary Multitasking Algorithm for Efficient Multiobjective Recommendations","publication_year":2024,"publication_date":"2024-06-13","ids":{"openalex":"https://openalex.org/W4399618167","doi":"https://doi.org/10.1109/tai.2024.3414289"},"language":"en","primary_location":{"id":"doi:10.1109/tai.2024.3414289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2024.3414289","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial 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/A5058755242","display_name":"Ye Tian","orcid":"https://orcid.org/0000-0002-3487-5126"},"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":"Ye Tian","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Computer Science and Technology, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-3487-5126","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Luke Ji","orcid":"https://orcid.org/0009-0001-9092-8341"},"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"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luke Ji","raw_affiliation_strings":["Institutes of Physical Science and Information Technology, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0001-9092-8341","affiliations":[{"raw_affiliation_string":"Institutes of Physical Science and Information Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143","https://openalex.org/I2802624667"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yiwei Hu","orcid":"https://orcid.org/0009-0006-9931-6962"},"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"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiwei Hu","raw_affiliation_strings":["Institutes of Physical Science and Information Technology, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0006-9931-6962","affiliations":[{"raw_affiliation_string":"Institutes of Physical Science and Information Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143","https://openalex.org/I2802624667"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101569394","display_name":"Haiping Ma","orcid":"https://orcid.org/0000-0002-3115-6855"},"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"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I2802624667","display_name":"Hefei Institutes of Physical Science","ror":"https://ror.org/046n57345","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I2802624667"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiping Ma","raw_affiliation_strings":["Institutes of Physical Science and Information Technology, Anhui University, Hefei, China","Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-3115-6855","affiliations":[{"raw_affiliation_string":"Institutes of Physical Science and Information Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143","https://openalex.org/I2802624667"]},{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112896233","display_name":"Wu Le","orcid":null},"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"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le Wu","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology, Hefei, China","Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Computer Science and Technology, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-4556-0581","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xingyi Zhang","orcid":"https://orcid.org/0000-0002-5052-000X"},"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":"Xingyi Zhang","raw_affiliation_strings":["Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Computer Science and Technology, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-5052-000X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.3481,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.95642984,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"6","issue":"3","first_page":"518","last_page":"532"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.942300021648407,"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":0.942300021648407,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/human-multitasking","display_name":"Human multitasking","score":0.9539698362350464},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6109309792518616},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6042940020561218},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40007463097572327},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3944382965564728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23103594779968262},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2114672064781189},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14267179369926453},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.11900559067726135}],"concepts":[{"id":"https://openalex.org/C107418235","wikidata":"https://www.wikidata.org/wiki/Q1520565","display_name":"Human multitasking","level":2,"score":0.9539698362350464},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6109309792518616},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6042940020561218},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40007463097572327},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3944382965564728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23103594779968262},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2114672064781189},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14267179369926453},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.11900559067726135}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tai.2024.3414289","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2024.3414289","pdf_url":null,"source":{"id":"https://openalex.org/S4210169448","display_name":"IEEE Transactions on Artificial Intelligence","issn_l":"2691-4581","issn":["2691-4581"],"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 Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2757623951","display_name":null,"funder_award_id":"U21A20512","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5035339273","display_name":null,"funder_award_id":"62107001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G716094924","display_name":null,"funder_award_id":"62276001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G800914696","display_name":null,"funder_award_id":"62136008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8224461771","display_name":null,"funder_award_id":"2308085J03","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G8767888151","display_name":null,"funder_award_id":"2208085MF174","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W316198870","https://openalex.org/W1530276735","https://openalex.org/W1964507417","https://openalex.org/W1968278730","https://openalex.org/W1972744876","https://openalex.org/W2001240895","https://openalex.org/W2025605741","https://openalex.org/W2033500845","https://openalex.org/W2049670925","https://openalex.org/W2080858591","https://openalex.org/W2095897464","https://openalex.org/W2126105956","https://openalex.org/W2144807535","https://openalex.org/W2187984907","https://openalex.org/W2254930008","https://openalex.org/W2336953982","https://openalex.org/W2410677328","https://openalex.org/W2413527939","https://openalex.org/W2541760237","https://openalex.org/W2587290924","https://openalex.org/W2735369391","https://openalex.org/W2738689687","https://openalex.org/W2749689103","https://openalex.org/W2809555178","https://openalex.org/W2894825269","https://openalex.org/W2897002648","https://openalex.org/W2904467883","https://openalex.org/W2923639984","https://openalex.org/W2952587691","https://openalex.org/W2966283114","https://openalex.org/W2997377643","https://openalex.org/W3019361465","https://openalex.org/W3020868423","https://openalex.org/W3036950174","https://openalex.org/W3045200674","https://openalex.org/W3047968387","https://openalex.org/W3094106428","https://openalex.org/W3094605801","https://openalex.org/W3105755180","https://openalex.org/W3115040029","https://openalex.org/W3115776703","https://openalex.org/W3135688768","https://openalex.org/W3136165312","https://openalex.org/W3138773240","https://openalex.org/W3152597201","https://openalex.org/W3153432523","https://openalex.org/W3186153394","https://openalex.org/W3187018989","https://openalex.org/W3193604037","https://openalex.org/W3194388965","https://openalex.org/W3198615823","https://openalex.org/W3201929238","https://openalex.org/W3214830073","https://openalex.org/W4205287544","https://openalex.org/W4210334834","https://openalex.org/W4212897547","https://openalex.org/W4214630692","https://openalex.org/W4214818918","https://openalex.org/W4224029415","https://openalex.org/W4295745574","https://openalex.org/W4306928146","https://openalex.org/W4324291242","https://openalex.org/W4383893298","https://openalex.org/W6680451568","https://openalex.org/W6680830989","https://openalex.org/W6767394755"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4388263628","https://openalex.org/W4242930893","https://openalex.org/W3140336604","https://openalex.org/W2488058330","https://openalex.org/W1988895983","https://openalex.org/W4237084280","https://openalex.org/W2886487614","https://openalex.org/W2887328214"],"abstract_inverted_index":{"Represented":[0],"by":[1],"evolutionary":[2,88,184],"algorithms":[3,33,61],"and":[4,17,47,55,99,143,172,178],"swarm":[5],"intelligence":[6],"algorithms,":[7],"nature-inspired":[8],"metaheuristics":[9],"have":[10],"been":[11],"successfully":[12],"applied":[13],"to":[14,27,96,127],"recommender":[15],"systems":[16],"amply":[18],"demonstrated":[19],"effectiveness,":[20],"in":[21],"particular,":[22],"for":[23,64],"multiobjective":[24,185],"recommendation.":[25,112],"Owing":[26],"the":[28,49,65,69,74,101,109,115,119,128,145,161],"population-based":[29],"search":[30],"paradigm,":[31],"these":[32,60],"can":[34,164],"produce":[35],"a":[36,97],"number":[37,75],"of":[38,51,68,76,111],"recommendation":[39,90,176,187],"lists,":[40],"making":[41],"diverse":[42],"tradeoffs":[43],"between":[44,130,141,152,167],"multiple":[45,124,168],"metrics":[46,169],"meeting":[48],"requirements":[50],"accuracy,":[52],"novelty,":[53],"diversity,":[54],"other":[56],"user":[57,98],"preferences.":[58],"However,":[59],"are":[62,103,121],"criticized":[63],"low":[66],"efficiency":[67,110,182],"optimization":[70],"process,":[71],"especially":[72],"when":[73],"users":[77,120],"is":[78],"large.":[79],"To":[80,113],"address":[81],"this":[82,84],"issue,":[83],"article":[85],"proposes":[86],"an":[87],"multitasking-based":[89],"method,":[91],"where":[92,133],"each":[93,134],"task":[94],"corresponds":[95],"all":[100,118,144],"tasks":[102],"optimized":[104],"simultaneously,":[105],"thus":[106],"highly":[107],"improving":[108],"enhance":[114],"convergence":[116],"speed,":[117],"divided":[122],"into":[123],"populations":[125,146],"according":[126],"similarity":[129],"their":[131],"preferences,":[132],"population":[135],"evolves":[136],"with":[137,148],"internal":[138],"knowledge":[139,150],"transfer":[140,151],"users,":[142],"evolve":[147],"external":[149],"populations.":[153],"Experimental":[154],"results":[155],"on":[156],"various":[157],"datasets":[158],"verify":[159],"that":[160],"proposed":[162],"method":[163],"better":[165],"balance":[166],"than":[170,183],"classical":[171],"deep":[173],"neural":[174],"network-based":[175],"methods":[177],"exhibits":[179],"significantly":[180],"higher":[181],"optimization-based":[186],"methods.":[188]},"counts_by_year":[{"year":2025,"cited_by_count":8}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
