{"id":"https://openalex.org/W4247882495","doi":"https://doi.org/10.1109/wsc.2017.8247910","title":"Simulation-based predictive analytics for dynamic queueing systems","display_name":"Simulation-based predictive analytics for dynamic queueing systems","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W4247882495","doi":"https://doi.org/10.1109/wsc.2017.8247910"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2017.8247910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8247910","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Winter Simulation Conference (WSC)","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/A5037843656","display_name":"Huiyin Ouyang","orcid":"https://orcid.org/0000-0002-0020-1860"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Huiyin Ouyang","raw_affiliation_strings":["Innovation and Information Management, The University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Innovation and Information Management, The University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026731126","display_name":"Barry L. Nelson","orcid":"https://orcid.org/0000-0002-1325-2624"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barry L. Nelson","raw_affiliation_strings":["Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering & Management Sciences, Northwestern University, Evanston, IL, USA","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037843656"],"corresponding_institution_ids":["https://openalex.org/I889458895"],"apc_list":null,"apc_paid":null,"fwci":1.632,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84581498,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9998999834060669,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9998999834060669,"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/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9811000227928162,"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":0.8291952013969421},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.7574111223220825},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5197798609733582},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4956408739089966},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.4546445310115814},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21467050909996033},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1506972312927246}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8291952013969421},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.7574111223220825},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5197798609733582},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4956408739089966},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.4546445310115814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21467050909996033},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1506972312927246},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2017.8247910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8247910","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337391","display_name":"Division of Civil, Mechanical and Manufacturing Innovation","ror":"https://ror.org/028yd4c30"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1535106372","https://openalex.org/W2036426733","https://openalex.org/W2397168137","https://openalex.org/W2480492758","https://openalex.org/W2507037612","https://openalex.org/W4232730842"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Simulation":[0],"and":[1,40,99],"simulation":[2],"optimization":[3,22],"have":[4],"primarily":[5],"been":[6,24],"used":[7],"for":[8,58],"static":[9],"system":[10,74,92],"design":[11],"problems":[12],"based":[13,36],"on":[14,37,55,106],"long-run":[15],"average":[16],"performance":[17,102],"measures.":[18],"Control":[19],"or":[20],"policy-based":[21],"has":[23],"a":[25,30,46,53,77,82,96],"weakness,":[26],"because":[27],"it":[28],"requires":[29],"way":[31],"to":[32,64,68,85,95],"predict":[33,87],"future":[34],"behavior":[35],"current":[38],"state":[39,75,93],"time":[41],"information.":[42],"This":[43],"work":[44],"is":[45,63],"first":[47],"step":[48],"in":[49],"that":[50,90],"direction":[51],"with":[52],"focus":[54],"congestion":[56],"measures":[57],"queueing":[59],"systems.":[60],"The":[61],"idea":[62],"fit":[65],"predictive":[66],"models":[67],"dynamic":[69],"sample":[70],"paths":[71],"of":[72,103],"the":[73,88,91,101],"from":[76],"detailed":[78],"simulation.":[79],"We":[80],"propose":[81],"two-step":[83],"method":[84,105],"dynamically":[86],"probability":[89],"belongs":[94],"certain":[97],"subset":[98],"test":[100],"this":[104],"two":[107],"examples.":[108]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
