{"id":"https://openalex.org/W7138878951","doi":"https://doi.org/10.1609/aaai.v40i43.41040","title":"Ordinal Secretaries with Advice","display_name":"Ordinal Secretaries with Advice","publication_year":2026,"publication_date":"2026-03-14","ids":{"openalex":"https://openalex.org/W7138878951","doi":"https://doi.org/10.1609/aaai.v40i43.41040"},"language":null,"primary_location":{"id":"doi:10.1609/aaai.v40i43.41040","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v40i43.41040","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1609/aaai.v40i43.41040","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130144831","display_name":"Hasti Nourmohammadi","orcid":null},"institutions":[{"id":"https://openalex.org/I125680101","display_name":"Turing Institute","ror":"https://ror.org/02x2mw849","country_code":"GB","type":"facility","lineage":["https://openalex.org/I125680101"]},{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA","GB"],"is_corresponding":true,"raw_author_name":"Hasti Nourmohammadi","raw_affiliation_strings":["University of Alberta, Alberta Machine Intelligence Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta, Alberta Machine Intelligence Institute","institution_ids":["https://openalex.org/I125680101","https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001092162","display_name":"Y. Charles Cao","orcid":"https://orcid.org/0000-0001-5476-221X"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ying Cao","raw_affiliation_strings":["Hong Kong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130024527","display_name":"Bo Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Bo Sun","raw_affiliation_strings":["University of Ottawa, Vector Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ottawa, Vector Institute","institution_ids":["https://openalex.org/I4210127509"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047753222","display_name":"Xiaoqi Tan","orcid":"https://orcid.org/0000-0002-5339-3245"},"institutions":[{"id":"https://openalex.org/I125680101","display_name":"Turing Institute","ror":"https://ror.org/02x2mw849","country_code":"GB","type":"facility","lineage":["https://openalex.org/I125680101"]},{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA","GB"],"is_corresponding":false,"raw_author_name":"Xiaoqi Tan","raw_affiliation_strings":["University of Alberta, Alberta Machine Intelligence Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Alberta, Alberta Machine Intelligence Institute","institution_ids":["https://openalex.org/I125680101","https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5130144831"],"corresponding_institution_ids":["https://openalex.org/I125680101","https://openalex.org/I154425047"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.48351648,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"40","issue":"43","first_page":"37108","last_page":"37116"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9635000228881836,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12288","display_name":"Optimization and Search Problems","score":0.9635000228881836,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.012400000356137753,"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"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.00279999990016222,"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/pairwise-comparison","display_name":"Pairwise comparison","score":0.7942000031471252},{"id":"https://openalex.org/keywords/advice","display_name":"Advice (programming)","score":0.7713000178337097},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6044999957084656},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5253000259399414},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4878999888896942},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4503999948501587}],"concepts":[{"id":"https://openalex.org/C184898388","wikidata":"https://www.wikidata.org/wiki/Q1435712","display_name":"Pairwise comparison","level":2,"score":0.7942000031471252},{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.7713000178337097},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6044999957084656},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5253000259399414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4964999854564667},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4878999888896942},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4503999948501587},{"id":"https://openalex.org/C183211740","wikidata":"https://www.wikidata.org/wiki/Q1372364","display_name":"Secretary problem","level":3,"score":0.4429999887943268},{"id":"https://openalex.org/C81386100","wikidata":"https://www.wikidata.org/wiki/Q7100792","display_name":"Ordinal optimization","level":3,"score":0.40869998931884766},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.34389999508857727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3431999981403351},{"id":"https://openalex.org/C85461838","wikidata":"https://www.wikidata.org/wiki/Q7100785","display_name":"Ordinal data","level":2,"score":0.3391999900341034},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3303000032901764},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.328900009393692},{"id":"https://openalex.org/C2776441110","wikidata":"https://www.wikidata.org/wiki/Q1436628","display_name":"Randomized response","level":3,"score":0.30169999599456787},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2973000109195709},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2727999985218048},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2685000002384186},{"id":"https://openalex.org/C166275286","wikidata":"https://www.wikidata.org/wiki/Q190095","display_name":"Gray (unit)","level":2,"score":0.2547000050544739}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1609/aaai.v40i43.41040","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v40i43.41040","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1609/aaai.v40i43.41040","is_oa":true,"landing_page_url":"https://doi.org/10.1609/aaai.v40i43.41040","pdf_url":null,"source":{"id":"https://openalex.org/S4210191458","display_name":"Proceedings of the AAAI Conference on Artificial Intelligence","issn_l":"2159-5399","issn":["2159-5399","2374-3468"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320058","host_organization_name":"Association for the Advancement of Artificial Intelligence","host_organization_lineage":["https://openalex.org/P4310320058"],"host_organization_lineage_names":["Association for the Advancement of Artificial Intelligence"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI Conference on Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.5657765865325928,"display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0,29],"study":[1],"the":[2,17,22,40,82,91],"ordinal":[3],"secretary":[4,101],"problem,":[5],"where":[6],"a":[7,31],"sequence":[8],"of":[9,93],"candidates":[10],"arrives":[11],"in":[12],"uniformly":[13],"random":[14],"order,":[15],"and":[16,72,79,86,106],"goal":[18,45],"is":[19,46],"to":[20,47,99],"select":[21],"best":[23,41],"candidate":[24],"using":[25],"only":[26],"pairwise":[27],"comparisons.":[28],"consider":[30],"learning-augmented":[32],"setting":[33],"that":[34,51,75],"incorporates":[35],"potentially":[36],"erroneous":[37],"predictions":[38,56,62],"about":[39],"candidate\u2019s":[42],"position.":[43],"Our":[44],"design":[48],"online":[49],"algorithms":[50,74],"balance":[52],"robustness":[53],"against":[54],"poor":[55],"while":[57],"having":[58],"high":[59],"performance":[60],"when":[61],"are":[63],"accurate.":[64],"Using":[65],"an":[66],"optimization-based":[67],"framework,":[68],"we":[69,89],"develop":[70],"deterministic":[71],"randomized":[73],"extend":[76],"classical":[77],"strategies":[78],"explicitly":[80],"model":[81],"trade-off":[83],"between":[84],"consistency":[85],"robustness.":[87],"Also,":[88],"show":[90],"flexibility":[92],"our":[94],"approach":[95],"by":[96],"applying":[97],"it":[98],"multiple":[100],"problem":[102],"variants,":[103],"including":[104],"multiple-choice":[105],"rehiring.":[107]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-03-20T00:00:00"}