{"id":"https://openalex.org/W2810219066","doi":"https://doi.org/10.13053/cys-22-2-2353","title":"A New Method For Personnel Selection Based On Ranking Aggregation Using A Reinforcement Learning Approach","display_name":"A New Method For Personnel Selection Based On Ranking Aggregation Using A Reinforcement Learning Approach","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2810219066","doi":"https://doi.org/10.13053/cys-22-2-2353","mag":"2810219066"},"language":"en","primary_location":{"id":"doi:10.13053/cys-22-2-2353","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-22-2-2353","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","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":null,"display_name":"Yaima Filiberto Cabrera","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yaima Filiberto Cabrera","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041995562","display_name":"Rafael Bello","orcid":"https://orcid.org/0000-0001-5567-2638"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rafael Bello P\u00e9rez","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5064553018","display_name":"Ann Now\u00e9","orcid":"https://orcid.org/0000-0001-6346-4564"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ann Nowe","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2202,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60153152,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"22","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9469000101089478,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9469000101089478,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.9264856576919556},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7932111024856567},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.7461277842521667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6979156136512756},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5847459435462952},{"id":"https://openalex.org/keywords/reinforcement","display_name":"Reinforcement","score":0.5682950615882874},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5514557957649231},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4939194321632385},{"id":"https://openalex.org/keywords/ranking-svm","display_name":"Ranking SVM","score":0.45624154806137085},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3470926284790039},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14146757125854492}],"concepts":[{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.9264856576919556},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7932111024856567},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7461277842521667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6979156136512756},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5847459435462952},{"id":"https://openalex.org/C67203356","wikidata":"https://www.wikidata.org/wiki/Q1321905","display_name":"Reinforcement","level":2,"score":0.5682950615882874},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5514557957649231},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4939194321632385},{"id":"https://openalex.org/C124975894","wikidata":"https://www.wikidata.org/wiki/Q7293290","display_name":"Ranking SVM","level":3,"score":0.45624154806137085},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3470926284790039},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14146757125854492},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.13053/cys-22-2-2353","is_oa":false,"landing_page_url":"https://doi.org/10.13053/cys-22-2-2353","pdf_url":null,"source":{"id":"https://openalex.org/S61446325","display_name":"Computaci\u00f3n y Sistemas","issn_l":"1405-5546","issn":["1405-5546","2007-9737"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319599","host_organization_name":"National Polytechnic Institute","host_organization_lineage":["https://openalex.org/P4310319599"],"host_organization_lineage_names":["National Polytechnic Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computaci\u00f3n y Sistemas","raw_type":"journal-article"},{"id":"pmh:oai:vubissmart:VUBISSMART:2000:122175","is_oa":false,"landing_page_url":"https://doi.org/10.13053/CyS-22-2-2353","pdf_url":null,"source":{"id":"https://openalex.org/S4306402573","display_name":"VUBIR (Vrije Universiteit Brussel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I13469542","host_organization_name":"Vrije Universiteit Brussel","host_organization_lineage":["https://openalex.org/I13469542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2315491162","https://openalex.org/W2562198007","https://openalex.org/W2368840343","https://openalex.org/W2031468273","https://openalex.org/W2370100764","https://openalex.org/W4297816538","https://openalex.org/W2187479119","https://openalex.org/W2073542340","https://openalex.org/W3127142483","https://openalex.org/W2108728721"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"propose":[3],"a":[4,37,67],"new":[5],"approach":[6,33,70],"to":[7,22,71],"the":[8,24,28,41,44,50,54,57,61,73],"problem":[9],"of":[10],"aggregating":[11],"rankings":[12,59],"for":[13,49],"obtaining":[14],"an":[15],"overall":[16,45],"ranking.":[17],"This":[18],"is":[19,34],"also":[20],"referred":[21],"as":[23],"aggregation":[25,74],"ranking":[26],"in":[27],"personnel":[29],"selection":[30],"problem.":[31],"Our":[32],"based":[35],"on":[36],"distance":[38],"measure":[39],"between":[40,56],"individual":[42],"and":[43,47,60,75,78],"ranking,":[46],"looks":[48],"solution":[51],"that":[52],"minimizes":[53],"disagreement":[55],"input":[58],"resulting":[62],"aggregation.":[63],"The":[64],"method":[65],"uses":[66],"reinforcement":[68],"learning":[69],"build":[72],"its":[76],"performance":[77],"comparison":[79],"with":[80],"other":[81],"approaches":[82],"shows":[83],"promising":[84],"results.":[85]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-14T08:36:36.166977","created_date":"2025-10-10T00:00:00"}
