{"id":"https://openalex.org/W2152593476","doi":"https://doi.org/10.1109/wsc.2013.6721716","title":"Panel: Are we effectively preparing our students to be certified analytics professionals?","display_name":"Panel: Are we effectively preparing our students to be certified analytics professionals?","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2152593476","doi":"https://doi.org/10.1109/wsc.2013.6721716","mag":"2152593476"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2013.6721716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721716","pdf_url":null,"source":{"id":"https://openalex.org/S4363607809","display_name":"2013 Winter Simulations 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":"2013 Winter Simulations 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/A5101700559","display_name":"Russell Cheng","orcid":"https://orcid.org/0000-0001-7836-7820"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Russell C. H. Cheng","raw_affiliation_strings":["University of Southampton Highfield, Southampton, UNITED KINGDOM"],"affiliations":[{"raw_affiliation_string":"University of Southampton Highfield, Southampton, UNITED KINGDOM","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011301554","display_name":"Stewart Robinson","orcid":"https://orcid.org/0000-0002-6016-0167"},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stewart Robinson","raw_affiliation_strings":["IBM Almaden Research Center, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Center, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090729930","display_name":"Peter J. Haas","orcid":"https://orcid.org/0000-0001-5694-3065"},"institutions":[{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter J. Haas","raw_affiliation_strings":["School of Business and Economics, Loughborough University, Loughborough, UNITED KINGDOM"],"affiliations":[{"raw_affiliation_string":"School of Business and Economics, Loughborough University, Loughborough, UNITED KINGDOM","institution_ids":["https://openalex.org/I143804889"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087463007","display_name":"Lee W. Schruben","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lee Schruben","raw_affiliation_strings":["University of California, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069123854","display_name":"Thomas Roeder","orcid":"https://orcid.org/0000-0002-3489-3834"},"institutions":[{"id":"https://openalex.org/I71838634","display_name":"San Francisco State University","ror":"https://ror.org/05ykr0121","country_code":"US","type":"education","lineage":["https://openalex.org/I71838634"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theresa M. Roeder","raw_affiliation_strings":["San Francisco State University, San Francisco, CA, USA"],"affiliations":[{"raw_affiliation_string":"San Francisco State University, San Francisco, CA, USA","institution_ids":["https://openalex.org/I71838634"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101700559"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11353712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":null,"first_page":"3544","last_page":"3555"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13197","display_name":"Spreadsheets and End-User Computing","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13197","display_name":"Spreadsheets and End-User Computing","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9860000014305115,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9591000080108643,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/certification","display_name":"Certification","score":0.8572757244110107},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7234811782836914},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.6061214804649353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5144281983375549},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5112760066986084},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.4851325452327728},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.451994925737381},{"id":"https://openalex.org/keywords/medical-education","display_name":"Medical education","score":0.3311884105205536},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.32925504446029663},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32467126846313477},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.13095644116401672},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07830357551574707}],"concepts":[{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.8572757244110107},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7234811782836914},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.6061214804649353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5144281983375549},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5112760066986084},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.4851325452327728},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.451994925737381},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.3311884105205536},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32925504446029663},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32467126846313477},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.13095644116401672},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07830357551574707},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2013.6721716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2013.6721716","pdf_url":null,"source":{"id":"https://openalex.org/S4363607809","display_name":"2013 Winter Simulations 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":"2013 Winter Simulations Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.653.2588","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.653.2588","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://informs-sim.org/wsc13papers/includes/files/313.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2773100","https://openalex.org/W56723094","https://openalex.org/W68114456","https://openalex.org/W606728179","https://openalex.org/W1494170010","https://openalex.org/W1575092331","https://openalex.org/W1977578104","https://openalex.org/W2014299137","https://openalex.org/W2042531015","https://openalex.org/W2070919451","https://openalex.org/W2093537458","https://openalex.org/W2101523517","https://openalex.org/W2127529597","https://openalex.org/W2140121786","https://openalex.org/W3013780591","https://openalex.org/W4210992763","https://openalex.org/W4250010537","https://openalex.org/W4413288418","https://openalex.org/W6600119152"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2768832457","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W605203981","https://openalex.org/W2560130217","https://openalex.org/W2911048623"],"abstract_inverted_index":{"An":[0],"increase":[1],"in":[2,32,49],"media":[3],"and":[4,14,61,64],"business":[5],"attention":[6],"has":[7],"raised":[8],"the":[9,33,70,76],"visibility":[10],"of":[11,41],"Operations":[12],"Research":[13],"\u201cAnalytics.\u201d":[15],"In":[16],"2012,":[17],"INFORMS":[18],"announced":[19],"its":[20],"Certified":[21],"Analytics":[22],"Professional":[23],"(CAP)":[24],"program":[25],"to":[26,45,55],"provide":[27],"practitioners":[28],"a":[29],"standardized":[30],"qualification":[31],"field.":[34],"Are":[35],"we":[36,66],"doing":[37],"an":[38],"adequate":[39],"job":[40],"preparing":[42],"our":[43],"students":[44],"be":[46,56],"analytics":[47],"professionals":[48],"simulation?":[50],"Our":[51],"simulation":[52],"courses":[53],"tend":[54],"heavily":[57],"focused":[58],"on":[59],"methodology":[60],"analysis.":[62],"Can":[63],"should":[65],"make":[67],"room":[68],"for":[69],"less":[71],"technical":[72],"skills":[73],"tested":[74],"during":[75],"certification":[77],"process?":[78]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}