{"id":"https://openalex.org/W4411945981","doi":"https://doi.org/10.1145/3736252.3742496","title":"Robust Dynamic Staffing with Predictions","display_name":"Robust Dynamic Staffing with Predictions","publication_year":2025,"publication_date":"2025-07-02","ids":{"openalex":"https://openalex.org/W4411945981","doi":"https://doi.org/10.1145/3736252.3742496"},"language":"en","primary_location":{"id":"doi:10.1145/3736252.3742496","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3736252.3742496","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3736252.3742496","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Economics and Computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3736252.3742496","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041757714","display_name":"Yiding Feng","orcid":"https://orcid.org/0000-0002-8258-6994"},"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":true,"raw_author_name":"Yiding Feng","raw_affiliation_strings":["Hong Kong University of Science and Technology, Hong Kong, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0002-8258-6994","affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049724534","display_name":"Vahideh Manshadi","orcid":"https://orcid.org/0000-0001-9103-7797"},"institutions":[{"id":"https://openalex.org/I32971472","display_name":"Yale University","ror":"https://ror.org/03v76x132","country_code":"US","type":"education","lineage":["https://openalex.org/I32971472"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vahideh Manshadi","raw_affiliation_strings":["Yale University, New Haven, USA"],"raw_orcid":"https://orcid.org/0000-0001-9103-7797","affiliations":[{"raw_affiliation_string":"Yale University, New Haven, USA","institution_ids":["https://openalex.org/I32971472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014759933","display_name":"Rad Niazadeh","orcid":"https://orcid.org/0000-0002-5880-6221"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rad Niazadeh","raw_affiliation_strings":["The University of Chicago Booth School of Business, Chicago, USA"],"raw_orcid":"https://orcid.org/0000-0002-5880-6221","affiliations":[{"raw_affiliation_string":"The University of Chicago Booth School of Business, Chicago, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038641555","display_name":"Saba Neyshabouri","orcid":null},"institutions":[{"id":"https://openalex.org/I1311688040","display_name":"Amazon (United States)","ror":"https://ror.org/04mv4n011","country_code":"US","type":"company","lineage":["https://openalex.org/I1311688040"]},{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saba Neyshabouri","raw_affiliation_strings":["Amazon, Seattle, USA"],"raw_orcid":"https://orcid.org/0009-0000-4773-2418","affiliations":[{"raw_affiliation_string":"Amazon, Seattle, USA","institution_ids":["https://openalex.org/I1311688040","https://openalex.org/I58610484"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041757714"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17830867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"87","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.5843999981880188,"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/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.5843999981880188,"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/staffing","display_name":"Staffing","score":0.7241103649139404},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6025933623313904},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.07663089036941528},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.06025192141532898}],"concepts":[{"id":"https://openalex.org/C2777512617","wikidata":"https://www.wikidata.org/wiki/Q1783605","display_name":"Staffing","level":2,"score":0.7241103649139404},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6025933623313904},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.07663089036941528},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.06025192141532898}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3736252.3742496","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3736252.3742496","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3736252.3742496","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Economics and Computation","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-149578","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-149578","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"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":"Conference paper"}],"best_oa_location":{"id":"doi:10.1145/3736252.3742496","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3736252.3742496","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3736252.3742496","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM Conference on Economics and Computation","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320308380","display_name":"Yale University","ror":"https://ror.org/03v76x132"},{"id":"https://openalex.org/F4320332552","display_name":"Booth School of Business, University of Chicago","ror":"https://ror.org/024mw5h28"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411945981.pdf","grobid_xml":"https://content.openalex.org/works/W4411945981.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2100396492","https://openalex.org/W2264090623","https://openalex.org/W2084728249","https://openalex.org/W2918379277","https://openalex.org/W2605401415","https://openalex.org/W2802613825","https://openalex.org/W2559378387"],"abstract_inverted_index":{"Motivated":[0],"by":[1],"the":[2,34,45,55],"challenges":[3],"in":[4,15,72],"last-mile":[5],"delivery":[6],"operations,":[7],"we":[8],"consider":[9],"a":[10,17,23,40,73],"natural":[11],"dynamic":[12],"staffing":[13],"problem":[14],"which":[16],"decision-maker":[18,37,56],"sequentially":[19],"hires":[20],"staff":[21,78],"over":[22,52,69],"finite":[24],"time":[25],"horizon":[26],"to":[27,58,62],"meet":[28],"an":[29],"unknown":[30],"target":[31],"demand":[32,46],"at":[33],"end.":[35],"The":[36],"also":[38],"receives":[39],"sequence":[41],"of":[42],"predictions":[43,90],"about":[44],"that":[47],"become":[48],"increasingly":[49],"more":[50,88],"accurate":[51,89],"time.":[53],"Consequently,":[54],"prefers":[57],"delay":[59],"hiring":[60,84],"decisions":[61],"avoid":[63],"overstaffing.":[64],"However,":[65],"workers'":[66],"availability":[67],"decreases":[68],"time,":[70],"resulting":[71],"fundamental":[74],"trade-off":[75],"between":[76],"securing":[77],"early":[79],"(thus":[80],"risking":[81,92],"overstaffing)":[82],"versus":[83],"later":[85],"based":[86],"on":[87],"(but":[91],"understaffing).":[93]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}