{"id":"https://openalex.org/W4240719249","doi":"https://doi.org/10.1109/wsc.2005.1574252","title":"Kriging Metamodeling in Discrete-Event Simulation: An Overview","display_name":"Kriging Metamodeling in Discrete-Event Simulation: An Overview","publication_year":2006,"publication_date":"2006-01-25","ids":{"openalex":"https://openalex.org/W4240719249","doi":"https://doi.org/10.1109/wsc.2005.1574252"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2005.1574252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2005.1574252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Winter Simulation Conference, 2005.","raw_type":"proceedings-article"},"type":"conference-paper","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/A5032578064","display_name":"W.C.M. van Beers","orcid":"https://orcid.org/0000-0002-6238-1131"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"W.C.M. Van Beers","raw_affiliation_strings":["Department of Information Systems and Management, Tilburg University, Tilburg, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Management, Tilburg University, Tilburg, Netherlands","institution_ids":["https://openalex.org/I193700539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5032578064"],"corresponding_institution_ids":["https://openalex.org/I193700539"],"apc_list":null,"apc_paid":null,"fwci":0.3917,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.67415403,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9972000122070312,"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":0.9972000122070312,"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/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.9458000063896179,"subfield":{"id":"https://openalex.org/subfields/2607","display_name":"Discrete Mathematics and Combinatorics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9160000085830688,"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/metamodeling","display_name":"Metamodeling","score":0.9154078364372253},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.8025186657905579},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.7665642499923706},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.662047266960144},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5006065368652344},{"id":"https://openalex.org/keywords/variogram","display_name":"Variogram","score":0.4281638264656067},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.22013771533966064},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.16933894157409668},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1039155125617981}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.9154078364372253},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.8025186657905579},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.7665642499923706},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.662047266960144},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5006065368652344},{"id":"https://openalex.org/C154881674","wikidata":"https://www.wikidata.org/wiki/Q2269270","display_name":"Variogram","level":3,"score":0.4281638264656067},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.22013771533966064},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.16933894157409668},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1039155125617981},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2005.1574252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2005.1574252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Winter Simulation Conference, 2005.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1487010959","https://openalex.org/W1563380306","https://openalex.org/W1564512587","https://openalex.org/W1584066809","https://openalex.org/W1969545943","https://openalex.org/W1993317005","https://openalex.org/W2018044188","https://openalex.org/W2054352980","https://openalex.org/W2056108108","https://openalex.org/W2078071938","https://openalex.org/W2095542589","https://openalex.org/W2135162429","https://openalex.org/W2158981433","https://openalex.org/W2162424869","https://openalex.org/W2496675188","https://openalex.org/W2970576388","https://openalex.org/W3106889297","https://openalex.org/W3125688777","https://openalex.org/W4243645092","https://openalex.org/W4249753629","https://openalex.org/W6633460713"],"related_works":["https://openalex.org/W3150130873","https://openalex.org/W2104827390","https://openalex.org/W2008528586","https://openalex.org/W2895220729","https://openalex.org/W2969571561","https://openalex.org/W2063246330","https://openalex.org/W2385459204","https://openalex.org/W2944090730","https://openalex.org/W2620550997","https://openalex.org/W2238232192"],"abstract_inverted_index":{"Many":[0],"simulation":[1,27],"experiments":[2],"require":[3],"considerable":[4],"computer":[5,72],"time,":[6],"so":[7],"interpolation":[8,37,67],"is":[9,68],"needed":[10],"for":[11,61,88,100],"sensitivity":[12,30,89],"analysis":[13,31,90],"and":[14,32],"optimization.":[15],"The":[16],"interpolating":[17],"functions":[18],"are":[19],"'metamodels'":[20],"(or":[21],"'response":[22],"surfaces')":[23],"of":[24],"the":[25,54,62],"underlying":[26],"models.":[28],"For":[29],"optimization,":[33],"simulationists":[34],"use":[35],"different":[36],"techniques":[38],"(e.g.":[39],"low-order":[40],"polynomial":[41],"regression":[42],"or":[43],"neural":[44],"nets).":[45],"This":[46,84],"paper,":[47],"however,":[48,79],"focuses":[49],"on":[50],"Kriging":[51,66,80,87,101],"interpolation.":[52,102],"In":[53,75],"1950's,":[55],"D.G.":[56],"Krige":[57],"developed":[58],"this":[59],"technique":[60],"mining":[63],"industry.":[64],"Currently,":[65],"frequently":[69],"applied":[70],"in":[71,91],"aided":[73],"engineering.":[74],"discrete":[76],"event":[77],"simulation,":[78,92],"has":[81],"just":[82],"started.":[83],"paper":[85],"discusses":[86],"including":[93],"methods":[94],"to":[95],"select":[96],"an":[97],"experimental":[98],"design":[99]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
