{"id":"https://openalex.org/W4400188941","doi":"https://doi.org/10.1109/iccae59995.2024.10569707","title":"Job-Profile Matching with CTN and MADRL with GEABB: A Recommender System","display_name":"Job-Profile Matching with CTN and MADRL with GEABB: A Recommender System","publication_year":2024,"publication_date":"2024-03-14","ids":{"openalex":"https://openalex.org/W4400188941","doi":"https://doi.org/10.1109/iccae59995.2024.10569707"},"language":"en","primary_location":{"id":"doi:10.1109/iccae59995.2024.10569707","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccae59995.2024.10569707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on Computer and Automation Engineering (ICCAE)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Job-Profile_Matching_with_CTN_and_MADRL_with_GEABB_A_Recommender_System/26779279","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012229363","display_name":"Jyotheesh Gaddam","orcid":"https://orcid.org/0000-0002-8683-5660"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jyotheesh Gaddam","raw_affiliation_strings":["School of Information Technology, Deakin University,Melbourne,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University,Melbourne,Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056641761","display_name":"Jan Carlo Barca","orcid":"https://orcid.org/0000-0001-6939-4632"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jan Carlo Barca","raw_affiliation_strings":["School of Information Technology, Deakin University,Melbourne,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University,Melbourne,Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099777409","display_name":"Thanh Thi Nguven","orcid":null},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Thanh Thi Nguven","raw_affiliation_strings":["Monash University,Faculty of Information Technology,Melbourne,Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Monash University,Faculty of Information Technology,Melbourne,Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014624042","display_name":"Maia Angelova","orcid":"https://orcid.org/0000-0002-0931-0916"},"institutions":[{"id":"https://openalex.org/I169199633","display_name":"Aston University","ror":"https://ror.org/05j0ve876","country_code":"GB","type":"education","lineage":["https://openalex.org/I169199633"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maia Angelova","raw_affiliation_strings":["School of Engineering and Applied Science, Aston University,Birmingham,United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Applied Science, Aston University,Birmingham,United Kingdom","institution_ids":["https://openalex.org/I169199633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5224,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60207219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"10","issue":null,"first_page":"203","last_page":"210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.555899977684021,"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":0.555899977684021,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.5044000148773193,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.49320000410079956,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/recommender-system","display_name":"Recommender system","score":0.9067699909210205},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6968765258789062},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6736652255058289},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4085565209388733},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1007075309753418},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0883442759513855}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.9067699909210205},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6968765258789062},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6736652255058289},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4085565209388733},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1007075309753418},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0883442759513855}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccae59995.2024.10569707","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccae59995.2024.10569707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 16th International Conference on Computer and Automation Engineering (ICCAE)","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/26779279","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Job-Profile_Matching_with_CTN_and_MADRL_with_GEABB_A_Recommender_System/26779279","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/26779279","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Job-Profile_Matching_with_CTN_and_MADRL_with_GEABB_A_Recommender_System/26779279","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":null,"raw_type":"Conference contribution"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.6600000262260437,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2141119792","https://openalex.org/W2342645056","https://openalex.org/W2586122476","https://openalex.org/W2587407347","https://openalex.org/W2604662548","https://openalex.org/W2795314092","https://openalex.org/W2890410227","https://openalex.org/W2893564970","https://openalex.org/W2987778679","https://openalex.org/W2998841004","https://openalex.org/W3017358845","https://openalex.org/W3027512471","https://openalex.org/W3034599078","https://openalex.org/W3039969618","https://openalex.org/W3093581739","https://openalex.org/W3126970984","https://openalex.org/W3130481949","https://openalex.org/W3139097956","https://openalex.org/W3156295478","https://openalex.org/W3157599146","https://openalex.org/W3159304917","https://openalex.org/W3205761523","https://openalex.org/W4225321042","https://openalex.org/W4283328594","https://openalex.org/W4283386057","https://openalex.org/W4286331455","https://openalex.org/W4286850121","https://openalex.org/W4301185115","https://openalex.org/W4386245640","https://openalex.org/W4387005753","https://openalex.org/W6794864830","https://openalex.org/W6845568974","https://openalex.org/W6855560688"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510"],"abstract_inverted_index":{"In":[0],"this":[1,172],"paper,":[2],"we":[3],"propose":[4],"a":[5,29,38,58,138],"novel":[6,139],"approach":[7,35,93,161],"to":[8,102],"address":[9],"the":[10,20,23,67,71,74,81,84,110,124,129,132,151,165],"complex":[11],"and":[12,46,55,61,105,109,120,127,145,157],"challenging":[13],"task":[14],"of":[15,22,73,83,112,131,141,167],"job-profile":[16,87,155],"matching":[17,88,156],"by":[18,77],"enhancing":[19,80],"performance":[21,82,166],"co-teaching":[24,75,152],"network":[25,76,153],"model,":[26],"which":[27],"is":[28,53],"state-of-the-art":[30,169],"deep":[31,114,147],"learning-based":[32],"approach.":[33],"Our":[34,92],"involves":[36],"implementing":[37],"self-adaptable":[39],"algorithm":[40,52],"that":[41,66,99,159],"integrates":[42],"an":[43],"optimisation":[44,125],"layer":[45,69],"adaptive":[47,142],"building":[48,97,143],"blocks.":[49],"The":[50],"proposed":[51],"trained":[54],"tested":[56],"on":[57],"Kaggle":[59],"data-set,":[60],"our":[62,135,160],"numerical":[63],"experiment":[64],"demonstrates":[65],"integration":[68,111,140],"improved":[70],"accuracy":[72,130],"5%,":[78],"significantly":[79,163],"model":[85],"in":[86,171],"with":[89,150],"real-world":[90],"data.":[91],"also":[94],"incorporates":[95],"self-adaptive":[96],"blocks":[98,144],"can":[100,162],"adapt":[101],"changing":[103],"environments":[104],"improve":[106,164],"prediction":[107],"accuracy,":[108],"multi-agent":[113,146],"reinforcement":[115,148],"learning,":[116],"particle":[117],"swarm":[118],"optimisation,":[119],"grammatical":[121],"evolution":[122],"enhances":[123],"process":[126],"improves":[128],"model.":[133],"Overall,":[134],"study":[136],"presents":[137],"learning":[149],"for":[154],"shows":[158],"existing":[168],"models":[170],"area.":[173]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}