{"id":"https://openalex.org/W4250758685","doi":"https://doi.org/10.1109/wsc.2012.6465031","title":"Investigating unexpected outcomes through the application of statistical debuggers","display_name":"Investigating unexpected outcomes through the application of statistical debuggers","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W4250758685","doi":"https://doi.org/10.1109/wsc.2012.6465031"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2012.6465031","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2012.6465031","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings Title: Proceedings of the 2012 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/A5080924209","display_name":"Kelsey Dutton","orcid":null},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kelsey Dutton","raw_affiliation_strings":["University of Virginia, Charlottesville, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026324363","display_name":"Ross Gore","orcid":"https://orcid.org/0000-0003-4065-6146"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ross Gore","raw_affiliation_strings":["University of Virginia, Charlottesville, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058202573","display_name":"Paul F. Reynolds","orcid":"https://orcid.org/0000-0001-7507-0167"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul F. Reynolds","raw_affiliation_strings":["University of Virginia, Charlottesville, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I51556381"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.48683846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.05490000173449516,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.05490000173449516,"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"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.04039999842643738,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8665452003479004},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.7211419939994812},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.6546226739883423},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4685441255569458},{"id":"https://openalex.org/keywords/mainstream","display_name":"Mainstream","score":0.4670879542827606},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4356670379638672},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3965516686439514},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16062328219413757}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8665452003479004},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.7211419939994812},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.6546226739883423},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4685441255569458},{"id":"https://openalex.org/C2777617010","wikidata":"https://www.wikidata.org/wiki/Q18957","display_name":"Mainstream","level":2,"score":0.4670879542827606},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4356670379638672},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3965516686439514},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16062328219413757},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2012.6465031","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2012.6465031","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings Title: Proceedings of the 2012 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.416.1514","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.416.1514","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informs-sim.org/wsc12papers/includes/files/con246.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":21,"referenced_works":["https://openalex.org/W139979814","https://openalex.org/W1958543557","https://openalex.org/W1965419873","https://openalex.org/W2010825534","https://openalex.org/W2015502943","https://openalex.org/W2018856334","https://openalex.org/W2080267268","https://openalex.org/W2093512919","https://openalex.org/W2101819268","https://openalex.org/W2114195794","https://openalex.org/W2148707179","https://openalex.org/W2153418968","https://openalex.org/W2155479707","https://openalex.org/W2162045655","https://openalex.org/W3139186911","https://openalex.org/W3143356303","https://openalex.org/W3147803139","https://openalex.org/W4213009331","https://openalex.org/W4233319527","https://openalex.org/W4245840171","https://openalex.org/W6683876331"],"related_works":["https://openalex.org/W2377237701","https://openalex.org/W2360099860","https://openalex.org/W1583826057","https://openalex.org/W2352463596","https://openalex.org/W2380850119","https://openalex.org/W2101450440","https://openalex.org/W2383675217","https://openalex.org/W4323893170","https://openalex.org/W2386723501","https://openalex.org/W2376151201"],"abstract_inverted_index":{"Predictions":[0],"from":[1],"simulations":[2,83],"with":[3,84],"inherent":[4],"uncertainty":[5],"have":[6,24,71,78],"entered":[7],"the":[8,36,43,118,121],"mainstream":[9],"of":[10,66,123],"public":[11],"policy":[12],"decision-making":[13],"practices.":[14],"Unfortunately,":[15],"methods":[16],"for":[17],"gaining":[18],"insight":[19],"into":[20],"unexpected":[21,37,109],"simulation":[22,44,61],"outcomes":[23,38],"not":[25],"kept":[26],"pace.":[27],"Subject":[28],"matter":[29],"experts":[30],"(SMEs)":[31],"need":[32],"to":[33,58,74,82],"understand":[34],"if":[35],"reflect":[39],"a":[40,97,105],"fault":[41],"in":[42,55,96,120],"or":[45],"new":[46,113],"knowledge.":[47,114],"Recent":[48],"work":[49],"has":[50],"adapted":[51,69],"statistical":[52],"debuggers,":[53],"used":[54],"software":[56],"engineering,":[57],"automatically":[59],"identify":[60],"faults":[62],"via":[63],"extensive":[64],"profiling":[65],"executions.":[67],"The":[68],"debuggers":[70,95,119,139],"been":[72,80],"shown":[73],"be":[75],"effective,":[76],"but":[77],"only":[79],"applied":[81],"large":[85],"test":[86,125],"suites":[87,126],"and":[88,127,134,143],"known":[89],"faults.":[90],"Here":[91],"we":[92],"employ":[93],"these":[94,138],"different":[98],"manner.":[99],"We":[100,115],"investigate":[101],"how":[102],"they":[103],"facilitate":[104],"SME":[106],"exploring":[107],"an":[108],"outcome":[110],"that":[111,137],"reflects":[112],"also":[116],"evaluate":[117],"face":[122],"smaller":[124],"sparse":[128],"execution":[129],"profiling.":[130],"These":[131],"novel":[132],"applications":[133],"evaluations":[135],"show":[136],"are":[140],"more":[141],"effective":[142],"robust":[144],"than":[145],"previously":[146],"realized.":[147]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
