{"id":"https://openalex.org/W4255983488","doi":"https://doi.org/10.1109/wsc.2006.323182","title":"A Data - Integrated Nurse Activity Simulation Model","display_name":"A Data - Integrated Nurse Activity Simulation Model","publication_year":2006,"publication_date":"2006-12-01","ids":{"openalex":"https://openalex.org/W4255983488","doi":"https://doi.org/10.1109/wsc.2006.323182"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2006.323182","pdf_url":null,"source":{"id":"https://openalex.org/S4363608840","display_name":"Proceedings of Winter Simulation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":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":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5073807738","display_name":"Durai Sundaramoorthi","orcid":null},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"funder","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Durai Sundaramoorthi","raw_affiliation_strings":["Department of Industrial and Manufacturing Systems Engineering, University of Texas, Arlington, Arlington, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, University of Texas, Arlington, Arlington, TX, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047029265","display_name":"Victoria P. Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"funder","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victoria P. Chen","raw_affiliation_strings":["Department of Industrial and Manufacturing Systems Engineering, University of Texas, Arlington, Arlington, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, University of Texas, Arlington, Arlington, TX, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063066664","display_name":"Seoung Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"funder","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seoung Kim","raw_affiliation_strings":["Department of Industrial and Manufacturing Systems Engineering, University of Texas, Arlington, Arlington, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, University of Texas, Arlington, Arlington, TX, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090149818","display_name":"Jay M. Rosenberger","orcid":"https://orcid.org/0000-0003-4038-1402"},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"funder","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jay Rosenberger","raw_affiliation_strings":["Department of Industrial and Manufacturing Systems Engineering, University of Texas, Arlington, Arlington, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial and Manufacturing Systems Engineering, University of Texas, Arlington, Arlington, TX, USA","institution_ids":["https://openalex.org/I189196454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006963499","display_name":"Deborah F. Buckley-Behan","orcid":null},"institutions":[{"id":"https://openalex.org/I189196454","display_name":"The University of Texas at Arlington","ror":"https://ror.org/019kgqr73","country_code":"US","type":"funder","lineage":["https://openalex.org/I189196454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deborah Buckley-behan","raw_affiliation_strings":["School of Nursing, University of Texas, Arlington, Arlington, TX, USA"],"affiliations":[{"raw_affiliation_string":"School of Nursing, University of Texas, Arlington, Arlington, TX, USA","institution_ids":["https://openalex.org/I189196454"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.479,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":3,"citation_normalized_percentile":{"value":0.528133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":72,"max":74},"biblio":{"volume":null,"issue":null,"first_page":"960","last_page":"966"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.4605,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.4605,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/tree","display_name":"Tree (set theory)","score":0.64656043},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6328658},{"id":"https://openalex.org/keywords/kernel-density-estimation","display_name":"Kernel density estimation","score":0.6108135},{"id":"https://openalex.org/keywords/decision-tree-model","display_name":"Decision tree model","score":0.54234207},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4119125}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.65484214},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.64656043},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6328658},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.62972057},{"id":"https://openalex.org/C71134354","wikidata":"https://www.wikidata.org/wiki/Q458825","display_name":"Kernel density estimation","level":3,"score":0.6108135},{"id":"https://openalex.org/C56289965","wikidata":"https://www.wikidata.org/wiki/Q5249246","display_name":"Decision tree model","level":3,"score":0.54234207},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.53802574},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5351193},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.44262922},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.44160694},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.415371},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4119125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39471897},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3795302},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37590826},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19342843},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11544374},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2006.323182","pdf_url":null,"source":{"id":"https://openalex.org/S4363608840","display_name":"Proceedings of Winter Simulation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":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":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4385640509","https://openalex.org/W4319437832","https://openalex.org/W4243803609","https://openalex.org/W3200192427","https://openalex.org/W2954208290","https://openalex.org/W2591672004","https://openalex.org/W2389814391","https://openalex.org/W2087668131","https://openalex.org/W1982169401","https://openalex.org/W102063058"],"abstract_inverted_index":{"This":[0],"research":[1],"develops":[2],"a":[3,12,49,65,74,78,91,100,127,131],"data-integrated":[4],"approach":[5,137],"for":[6,41,53,107,122,138],"constructing":[7],"simulation":[8,142],"models":[9,27],"based":[10,82],"on":[11,83],"real":[13],"data":[14,40,50],"set":[15],"provided":[16],"by":[17],"Baylor":[18],"Regional":[19],"Medical":[20],"Center":[21],"(Baylor)":[22],"in":[23,77,130],"Grapevine,":[24],"Texas.":[25],"Tree-based":[26],"and":[28,45,55,93,98],"kernel":[29],"density":[30,113],"estimation":[31,114],"were":[32],"utilized":[33],"to":[34,59,117],"extract":[35],"important":[36],"knowledge":[37],"from":[38,68,103],"the":[39,42,70,87,94,119,123],"simulation.":[43],"Classification":[44],"Regression":[46],"Tree":[47],"model,":[48],"mining":[51],"tool":[52],"prediction":[54],"classification,":[56],"was":[57],"used":[58,116],"develop":[60],"two":[61],"tree":[62],"structures:":[63],"(a)":[64],"regression":[66],"tree,":[67,102],"which":[69,104],"amount":[71,124],"of":[72,90,96,125,134],"time":[73,126],"nurse":[75,108,128,140],"spends":[76,129],"location":[79],"is":[80,115],"predicted":[81],"factors,":[84],"such":[85],"as":[86],"primary":[88],"diagnosis":[89],"patient":[92],"type":[95],"nurse;":[97],"(b)":[99],"classification":[101],"transition":[105],"probabilities":[106],"movements":[109],"are":[110,143],"determined.":[111],"Kernel":[112],"estimate":[118],"continuous":[120],"distribution":[121],"location.":[132],"Merits":[133],"using":[135],"our":[136],"Baylor's":[139],"activity":[141],"discussed.":[144]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4255983488","counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-03-16T13:00:09.039644","created_date":"2022-05-12"}