{"id":"https://openalex.org/W1978220024","doi":"https://doi.org/10.7148/2011-0348-0354","title":"Integrating Monte Carlo Simulation With Other Spreadsheet-Based Modelling Methods To Teach Management Science","display_name":"Integrating Monte Carlo Simulation With Other Spreadsheet-Based Modelling Methods To Teach Management Science","publication_year":2011,"publication_date":"2011-06-07","ids":{"openalex":"https://openalex.org/W1978220024","doi":"https://doi.org/10.7148/2011-0348-0354","mag":"1978220024"},"language":"en","primary_location":{"id":"doi:10.7148/2011-0348-0354","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2011-0348-0354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2011 Proceedings edited by: T. Burczynski, J. Kolodziej, A. Byrski, M. Carvalho","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/A5010063800","display_name":"Bo\u017cena Mielczarek","orcid":"https://orcid.org/0000-0002-6716-9412"},"institutions":[{"id":"https://openalex.org/I219388962","display_name":"University of Wroc\u0142aw","ror":"https://ror.org/00yae6e25","country_code":"PL","type":"education","lineage":["https://openalex.org/I219388962"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Bozena Mielczarek","raw_affiliation_strings":["University of Wroclaw,"],"affiliations":[{"raw_affiliation_string":"University of Wroclaw,","institution_ids":["https://openalex.org/I219388962"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042313137","display_name":"Jacek Zabawa","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jacek Zabawa","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010063800"],"corresponding_institution_ids":["https://openalex.org/I219388962"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08322368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"348","last_page":"354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T14082","display_name":"Modeling, Simulation, and Optimization","score":0.9998999834060669,"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/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9158999919891357,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.7266885638237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6812773942947388},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.42116469144821167},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0841328501701355},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07311689853668213}],"concepts":[{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.7266885638237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6812773942947388},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.42116469144821167},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0841328501701355},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07311689853668213}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7148/2011-0348-0354","is_oa":false,"landing_page_url":"https://doi.org/10.7148/2011-0348-0354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2011 Proceedings edited by: T. Burczynski, J. Kolodziej, A. Byrski, M. Carvalho","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W19525658","https://openalex.org/W74554238","https://openalex.org/W1605675357","https://openalex.org/W1968375151","https://openalex.org/W1980532069","https://openalex.org/W1981854689","https://openalex.org/W1984073354","https://openalex.org/W2027045220","https://openalex.org/W2033601976","https://openalex.org/W2042915191","https://openalex.org/W2067375156","https://openalex.org/W2121407505","https://openalex.org/W2123826923","https://openalex.org/W2134437265","https://openalex.org/W2140445553","https://openalex.org/W3149607435"],"related_works":["https://openalex.org/W2899084033","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/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880"],"abstract_inverted_index":{"The":[0,23,49],"article":[1,50],"presents":[2],"three":[3],"spreadsheet":[4,41],"models,":[5],"which":[6],"integrate":[7],"Monte":[8,32],"Carlo":[9,33],"approach":[10,34],"with":[11,52],"other":[12],"decision":[13],"support":[14],"techniques,":[15],"namely:":[16],"forecasting":[17],"methods,":[18],"queuing":[19],"theory":[20],"and":[21,40,45],"optimization.":[22],"authors":[24],"indicate":[25],"the":[26,53,56],"most":[27],"important":[28],"reasons":[29],"to":[30,43],"introduce":[31],"into":[35],"teaching":[36],"process":[37],"of":[38,55,60],"simulation":[39,61],"engineering":[42],"undergraduate":[44],"graduate":[46],"business":[47],"students.":[48],"concludes":[51],"description":[54],"basic":[57],"exemplary":[58],"structure":[59],"modelling":[62],"laboratory":[63],"course.":[64]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}