{"id":"https://openalex.org/W4399563542","doi":"https://doi.org/10.1109/cogsima61085.2024.10553768","title":"Using Game-Theoretic Value of Information for Sequential Allocation of Human Resources in Human-in-the-Loop","display_name":"Using Game-Theoretic Value of Information for Sequential Allocation of Human Resources in Human-in-the-Loop","publication_year":2024,"publication_date":"2024-05-07","ids":{"openalex":"https://openalex.org/W4399563542","doi":"https://doi.org/10.1109/cogsima61085.2024.10553768"},"language":"en","primary_location":{"id":"doi:10.1109/cogsima61085.2024.10553768","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cogsima61085.2024.10553768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA)","raw_type":"proceedings-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/A5102686503","display_name":"Sangeeth Das","orcid":null},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangeeth Das","raw_affiliation_strings":["University at Buffalo,Dept. of Industrial and Systems Engineering,Buffalo,NY,USA","Dept. of Industrial and Systems Engineering, University at Buffalo, Buffalo, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,Dept. of Industrial and Systems Engineering,Buffalo,NY,USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"Dept. of Industrial and Systems Engineering, University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043328737","display_name":"Alexander Nikolaev","orcid":"https://orcid.org/0000-0002-2138-810X"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Nikolaev","raw_affiliation_strings":["University at Buffalo,Dept. of Industrial and Systems Engineering,Buffalo,NY,USA","Dept. of Industrial and Systems Engineering, University at Buffalo, Buffalo, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University at Buffalo,Dept. of Industrial and Systems Engineering,Buffalo,NY,USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"Dept. of Industrial and Systems Engineering, University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09880399,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"107","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.974399983882904,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9449999928474426,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6641649603843689},{"id":"https://openalex.org/keywords/loop","display_name":"Loop (graph theory)","score":0.651543915271759},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5995870232582092},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.4907592236995697},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44521576166152954},{"id":"https://openalex.org/keywords/mathematical-economics","display_name":"Mathematical economics","score":0.26491883397102356},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18834877014160156},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.11234045028686523}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6641649603843689},{"id":"https://openalex.org/C184670325","wikidata":"https://www.wikidata.org/wiki/Q512604","display_name":"Loop (graph theory)","level":2,"score":0.651543915271759},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5995870232582092},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.4907592236995697},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44521576166152954},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.26491883397102356},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18834877014160156},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.11234045028686523},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cogsima61085.2024.10553768","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cogsima61085.2024.10553768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337547","display_name":"Laboratory Directed Research and Development","ror":"https://ror.org/01e41cf67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1969681335","https://openalex.org/W1976498463","https://openalex.org/W1993690929","https://openalex.org/W2015363601","https://openalex.org/W2022944070","https://openalex.org/W2039903038","https://openalex.org/W2041421308","https://openalex.org/W2062305196","https://openalex.org/W2069293271","https://openalex.org/W2071797343","https://openalex.org/W2087260793","https://openalex.org/W2088547803","https://openalex.org/W2088997895","https://openalex.org/W2094193235","https://openalex.org/W2106430617","https://openalex.org/W2112369737","https://openalex.org/W2124924850","https://openalex.org/W2137070472","https://openalex.org/W2138056033","https://openalex.org/W2149549779","https://openalex.org/W2164083765","https://openalex.org/W2523392106","https://openalex.org/W2560805977","https://openalex.org/W3088302372","https://openalex.org/W3192495122","https://openalex.org/W3214028094","https://openalex.org/W4237688669","https://openalex.org/W4252652417","https://openalex.org/W4281677806","https://openalex.org/W4362498763"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W24774503","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2014821076","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Asset":[0],"protection":[1],"constitutes":[2],"identifying":[3],"threats":[4],"and":[5,22,37,153,169],"responding":[6],"to":[7,26,28,56,67,85,103],"them":[8],"in":[9],"time.":[10],"The":[11,62,149],"process":[12],"of":[13,47,131,142,165,172],"analyzing":[14],"a":[15,20,48,113,119,139,156],"situation":[16],"that":[17,46],"potentially":[18],"presents":[19,98,128],"threat":[21,109],"deciding":[23],"on":[24,73,90,138],"how":[25],"respond":[27],"it":[29],"typically":[30],"engages":[31],"both":[32],"automated":[33],"machine":[34],"learning":[35],"algorithms":[36],"human":[38,69,134],"analysts.":[39],"Human":[40],"judgment":[41,80],"is":[42,66,151],"more":[43,54],"accurate":[44],"than":[45],"trained":[49],"algorithm,":[50],"but":[51,81],"humans":[52,117],"take":[53,83],"time":[55,84],"piece":[57],"the":[58,78,91,105,125,129,133,143,145,163,170],"available":[59],"evidence":[60],"together.":[61],"best":[63],"assessment":[64,141],"strategy":[65],"let":[68],"analysts":[70],"partially":[71],"rely":[72],"machines,":[74],"i.e.,":[75],"generally":[76],"trust":[77],"machine\u2019s":[79],"occasionally":[82],"assess":[86,104],"risks":[87,144],"themselves,":[88],"depending":[89],"asset":[92],"value":[93,171],"at":[94],"stake.":[95],"This":[96,127],"paper":[97],"an":[99],"optimal":[100],"just-in-time":[101],"policy":[102],"incoming":[106],"situations":[107],"-":[108,111],"cases":[110,146],"by":[112,162],"human-machine":[114],"tandem":[115],"where":[116],"have":[118],"limited":[120],"bandwidth":[121],"for":[122],"personally":[123],"reviewing":[124],"cases.":[126],"problem":[130,150,160],"balancing":[132],"attention":[135],"allocation,":[136],"conditioned":[137],"prior":[140],"might":[147],"present.":[148],"modeled":[152],"solved":[154],"as":[155],"stochastic":[157],"sequential":[158],"assignment":[159],"informed":[161],"concepts":[164],"decision":[166],"game":[167],"theory":[168],"information.":[173]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
