{"id":"https://openalex.org/W4235671478","doi":"https://doi.org/10.1109/wsc.2015.7408215","title":"Visual analytics of manufacturing simulation data","display_name":"Visual analytics of manufacturing simulation data","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W4235671478","doi":"https://doi.org/10.1109/wsc.2015.7408215"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2015.7408215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2015.7408215","pdf_url":null,"source":{"id":"https://openalex.org/S4363607791","display_name":"2015 Winter Simulation 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":"2015 Winter Simulation 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/A5019425599","display_name":"Niclas Feldkamp","orcid":"https://orcid.org/0000-0002-7456-5077"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Niclas Feldkamp","raw_affiliation_strings":["Department for Industrial Information Systems, Ilmenau University of Technology, Ilmenau, GERMANY"],"affiliations":[{"raw_affiliation_string":"Department for Industrial Information Systems, Ilmenau University of Technology, Ilmenau, GERMANY","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067160748","display_name":"S\u00f6ren Bergmann","orcid":"https://orcid.org/0000-0001-6234-3621"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Soren Bergmann","raw_affiliation_strings":["Department for Industrial Information Systems, Ilmenau University of Technology, Ilmenau, GERMANY"],"affiliations":[{"raw_affiliation_string":"Department for Industrial Information Systems, Ilmenau University of Technology, Ilmenau, GERMANY","institution_ids":["https://openalex.org/I119449181"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052623455","display_name":"Steffen Stra\u00dfburger","orcid":"https://orcid.org/0000-0002-0702-9127"},"institutions":[{"id":"https://openalex.org/I119449181","display_name":"Technische Universit\u00e4t Ilmenau","ror":"https://ror.org/01weqhp73","country_code":"DE","type":"education","lineage":["https://openalex.org/I119449181"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steffen Strassburger","raw_affiliation_strings":["Department for Industrial Information Systems, Ilmenau University of Technology, Ilmenau, GERMANY"],"affiliations":[{"raw_affiliation_string":"Department for Industrial Information Systems, Ilmenau University of Technology, Ilmenau, GERMANY","institution_ids":["https://openalex.org/I119449181"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019425599"],"corresponding_institution_ids":["https://openalex.org/I119449181"],"apc_list":null,"apc_paid":null,"fwci":1.26094079,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.8598351,"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":"779","last_page":"790"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9725000262260437,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8188750147819519},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.7051364183425903},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.6839662194252014},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5721546411514282},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.5470533967018127},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5397495031356812},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5277194380760193},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5162491798400879},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4940698444843292},{"id":"https://openalex.org/keywords/simulation-modeling","display_name":"Simulation modeling","score":0.48045629262924194},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.45966681838035583},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4407837688922882},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4402008652687073},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4293966591358185},{"id":"https://openalex.org/keywords/interactive-visual-analysis","display_name":"Interactive visual analysis","score":0.42655229568481445},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4044651985168457},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35580068826675415},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.21048441529273987},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.1430799663066864},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12236529588699341}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8188750147819519},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7051364183425903},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.6839662194252014},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5721546411514282},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.5470533967018127},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5397495031356812},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5277194380760193},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5162491798400879},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4940698444843292},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.48045629262924194},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.45966681838035583},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4407837688922882},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4402008652687073},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4293966591358185},{"id":"https://openalex.org/C99740376","wikidata":"https://www.wikidata.org/wiki/Q17092520","display_name":"Interactive visual analysis","level":4,"score":0.42655229568481445},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4044651985168457},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35580068826675415},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.21048441529273987},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.1430799663066864},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12236529588699341},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2015.7408215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2015.7408215","pdf_url":null,"source":{"id":"https://openalex.org/S4363607791","display_name":"2015 Winter Simulation 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":"2015 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1969545943","https://openalex.org/W1984214132","https://openalex.org/W2059743773","https://openalex.org/W2067877017","https://openalex.org/W2096373083","https://openalex.org/W2097481508","https://openalex.org/W2118411523","https://openalex.org/W2136435231","https://openalex.org/W2140190241","https://openalex.org/W2148080122","https://openalex.org/W2151530263","https://openalex.org/W2163598528","https://openalex.org/W2171083234","https://openalex.org/W2970576388","https://openalex.org/W3145555567","https://openalex.org/W3148718440","https://openalex.org/W4230221692","https://openalex.org/W6684327724"],"related_works":["https://openalex.org/W2067923524","https://openalex.org/W2911982569","https://openalex.org/W1873226627","https://openalex.org/W3127482518","https://openalex.org/W2138646726","https://openalex.org/W2153940791","https://openalex.org/W3081541487","https://openalex.org/W2186165905","https://openalex.org/W2094554679","https://openalex.org/W3151677261"],"abstract_inverted_index":{"Discrete":[0],"event":[1],"simulation":[2,19,33,47,54,66,124],"is":[3,76],"an":[4],"accepted":[5],"technology":[6],"for":[7,95],"investigating":[8],"the":[9,24,27,82,89,123,133,147],"dynamic":[10,28],"behavior":[11,135],"of":[12,26,30,38,45,65,84,91,98,103,105,146],"complex":[13],"manufacturing":[14],"systems.":[15],"Visualizations":[16],"created":[17],"within":[18],"studies":[20],"often":[21],"focus":[22],"on":[23],"animation":[25],"processes":[29],"a":[31,46,50,59,99,143],"single":[32],"run,":[34],"supplemented":[35],"with":[36],"graphs":[37],"certain":[39],"performance":[40],"indicators":[41],"obtained":[42],"from":[43,81],"replications":[44],"run":[48],"or":[49],"few":[51],"manually":[52],"conducted":[53],"experiments.":[55],"This":[56,126],"paper":[57],"suggests":[58],"much":[60,100],"broader":[61,101],"visually":[62,120],"aided":[63],"analysis":[64],"input":[67,106],"and":[68,71,107,119],"output":[69,108],"data":[70,92,116],"their":[72],"relations":[73],"than":[74],"it":[75],"commonly":[77],"applied":[78],"today.":[79],"Inspired":[80],"idea":[83],"visual":[85],"analytics,":[86],"we":[87],"suggest":[88],"application":[90],"farming":[93],"approaches":[94],"obtaining":[96],"datasets":[97,111],"spectrum":[102],"combinations":[104],"data.":[109],"These":[110],"are":[112],"then":[113],"processed":[114],"by":[115,122],"mining":[117],"methods":[118],"analyzed":[121],"experts.":[125],"process":[127],"can":[128],"uncover":[129],"causal":[130],"relationships":[131],"in":[132],"model":[134],"that":[136],"were":[137],"previously":[138],"not":[139],"known,":[140],"leading":[141],"to":[142],"better":[144],"understanding":[145],"systems":[148],"behavior.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
