{"id":"https://openalex.org/W3150912884","doi":"https://doi.org/10.1109/wsc48552.2020.9383984","title":"Conceptual Models in Simulation Studies: Making it Explicit","display_name":"Conceptual Models in Simulation Studies: Making it Explicit","publication_year":2020,"publication_date":"2020-12-14","ids":{"openalex":"https://openalex.org/W3150912884","doi":"https://doi.org/10.1109/wsc48552.2020.9383984","mag":"3150912884"},"language":"en","primary_location":{"id":"doi:10.1109/wsc48552.2020.9383984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc48552.2020.9383984","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Winter Simulation Conference (WSC)","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/A5021312368","display_name":"Pia Wilsdorf","orcid":"https://orcid.org/0000-0001-7447-6667"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Pia Wilsdorf","raw_affiliation_strings":["Institute for Visual and Analytic Computing, University of Rostock, Rostock, GERMANY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Visual and Analytic Computing, University of Rostock, Rostock, GERMANY","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090554724","display_name":"Fiete Haack","orcid":"https://orcid.org/0000-0003-3713-8313"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Fiete Haack","raw_affiliation_strings":["Institute for Visual and Analytic Computing, University of Rostock, Rostock, GERMANY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Visual and Analytic Computing, University of Rostock, Rostock, GERMANY","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063515034","display_name":"Adelinde M. Uhrmacher","orcid":"https://orcid.org/0000-0001-5256-4682"},"institutions":[{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Adelinde M. Uhrmacher","raw_affiliation_strings":["Institute for Visual and Analytic Computing, University of Rostock, Rostock, GERMANY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Visual and Analytic Computing, University of Rostock, Rostock, GERMANY","institution_ids":["https://openalex.org/I4665924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4665924"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2353","last_page":"2364"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11986","display_name":"Scientific Computing and Data Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9991000294685364,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7746666669845581},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.6874529719352722},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.6356154680252075},{"id":"https://openalex.org/keywords/structuring","display_name":"Structuring","score":0.5817071199417114},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5187271237373352},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4651907980442047},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.455597847700119},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.44895824790000916},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3585776388645172},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3517889380455017},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1501818597316742},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1062822937965393},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.0980491042137146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7746666669845581},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.6874529719352722},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.6356154680252075},{"id":"https://openalex.org/C2775945657","wikidata":"https://www.wikidata.org/wiki/Q381442","display_name":"Structuring","level":2,"score":0.5817071199417114},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5187271237373352},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4651907980442047},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.455597847700119},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.44895824790000916},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3585776388645172},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3517889380455017},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1501818597316742},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1062822937965393},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0980491042137146},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc48552.2020.9383984","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc48552.2020.9383984","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W90026826","https://openalex.org/W282347772","https://openalex.org/W1521496944","https://openalex.org/W1523575843","https://openalex.org/W1547304883","https://openalex.org/W1589613896","https://openalex.org/W1814962935","https://openalex.org/W1929882576","https://openalex.org/W1971196026","https://openalex.org/W1974143589","https://openalex.org/W1983649960","https://openalex.org/W1996984755","https://openalex.org/W1997875983","https://openalex.org/W2016022822","https://openalex.org/W2016254943","https://openalex.org/W2021752429","https://openalex.org/W2023332291","https://openalex.org/W2023568310","https://openalex.org/W2025806193","https://openalex.org/W2027312650","https://openalex.org/W2030980322","https://openalex.org/W2035190271","https://openalex.org/W2104067072","https://openalex.org/W2114962442","https://openalex.org/W2155418451","https://openalex.org/W2164768649","https://openalex.org/W2168103533","https://openalex.org/W2180718388","https://openalex.org/W2181697099","https://openalex.org/W2291537941","https://openalex.org/W2472803348","https://openalex.org/W2606169621","https://openalex.org/W2746867318","https://openalex.org/W2783507655","https://openalex.org/W2787596386","https://openalex.org/W2792314241","https://openalex.org/W2911629546","https://openalex.org/W2912580958","https://openalex.org/W2914604188","https://openalex.org/W2915581564","https://openalex.org/W2950880696","https://openalex.org/W2969095346","https://openalex.org/W3014128467","https://openalex.org/W3145246229","https://openalex.org/W4230563465","https://openalex.org/W4235795568","https://openalex.org/W4235987449","https://openalex.org/W4244973877","https://openalex.org/W4254153142","https://openalex.org/W4256539140","https://openalex.org/W4256607018","https://openalex.org/W4285719527","https://openalex.org/W4298263761","https://openalex.org/W6603550567","https://openalex.org/W6610174859","https://openalex.org/W6631203091","https://openalex.org/W6682315112","https://openalex.org/W6686295802","https://openalex.org/W6763765333","https://openalex.org/W6982728064"],"related_works":["https://openalex.org/W4365449513","https://openalex.org/W4283815787","https://openalex.org/W1825129916","https://openalex.org/W2387641962","https://openalex.org/W4244696999","https://openalex.org/W1550638611","https://openalex.org/W2106107642","https://openalex.org/W2153309500","https://openalex.org/W3190821206","https://openalex.org/W2082272015"],"abstract_inverted_index":{"Conceptual":[0],"models":[1,19,43],"play":[2],"an":[3],"important":[4],"role":[5],"in":[6,138],"conducting":[7],"simulation":[8,27,36,70,141],"studies.":[9],"A":[10,53],"formal":[11,131],"or":[12],"at":[13],"least":[14],"explicit":[15],"specification":[16],"of":[17,41,56,65,68,99,113,133],"conceptual":[18,42,58,135],"is":[20],"key":[21],"for":[22,31,51,84],"effectively":[23],"exploiting":[24],"them":[25],"during":[26],"studies":[28],"and":[29,33,46,106,108,111,123],"thereafter,":[30],"interpreting":[32],"reusing":[34],"the":[35,39,57,69,73,130,134],"results.":[37],"However,":[38],"perception":[40],"varies":[44],"strongly":[45],"with":[47],"it":[48],"possible":[49],"means":[50],"specification.":[52,85],"broad":[54],"definition":[55],"model,":[59],"i.e.,":[60],"as":[61],"a":[62,97,118,124,140],"loose":[63],"collection":[64],"early-stage":[66],"products":[67],"study,":[71],"holds":[72],"potential":[74],"to":[75,92],"unify":[76],"existing":[77],"definitions,":[78],"but":[79],"also":[80],"poses":[81],"specific":[82],"challenges":[83],"To":[86],"approach":[87],"these":[88,114],"challenges,":[89],"without":[90],"claiming":[91],"be":[93],"exhaustive,":[94],"we":[95,127],"identify":[96],"set":[98],"products,":[100],"which":[101],"includes":[102],"research":[103],"question,":[104],"data,":[105],"requirements,":[107],"define":[109],"relations":[110],"properties":[112],"products.":[115],"Based":[116],"on":[117],"cell":[119],"biological":[120],"case":[121],"study":[122],"prototypical":[125],"implementation,":[126],"show":[128],"how":[129],"structuring":[132],"model":[136],"assists":[137],"building":[139],"model.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}