{"id":"https://openalex.org/W4310007242","doi":"https://doi.org/10.1109/ictc55196.2022.9952974","title":"Exploratory Data Analysis of Manufacturing Data","display_name":"Exploratory Data Analysis of Manufacturing Data","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4310007242","doi":"https://doi.org/10.1109/ictc55196.2022.9952974"},"language":"en","primary_location":{"id":"doi:10.1109/ictc55196.2022.9952974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc55196.2022.9952974","pdf_url":null,"source":{"id":"https://openalex.org/S4363607740","display_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","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":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5100413495","display_name":"Ji\u2013Hyun Lee","orcid":"https://orcid.org/0000-0001-9560-4285"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jihyun Lee","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Energy ICT Research Laboratory,Daejeon,South Korea","Energy ICT Research Laboratory, Electronics and Telecommunications Research Institute, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Energy ICT Research Laboratory,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Energy ICT Research Laboratory, Electronics and Telecommunications Research Institute, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076500644","display_name":"Il\u2010Woo Lee","orcid":"https://orcid.org/0000-0001-9561-6585"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Ilwoo Lee","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Energy ICT Research Laboratory,Daejeon,South Korea","Energy ICT Research Laboratory, Electronics and Telecommunications Research Institute, Daejeon, South Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Energy ICT Research Laboratory,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Energy ICT Research Laboratory, Electronics and Telecommunications Research Institute, Daejeon, South Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100413495"],"corresponding_institution_ids":["https://openalex.org/I142401562"],"apc_list":null,"apc_paid":null,"fwci":1.2524,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77822991,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1797","last_page":"1799"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9527000188827515,"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":0.9527000188827515,"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/T14484","display_name":"Technology and Data Analysis","score":0.9052000045776367,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.902999997138977,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/exploratory-data-analysis","display_name":"Exploratory data analysis","score":0.7565492391586304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6717671155929565},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5716750621795654},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5396402478218079},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4886763393878937},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.4884871244430542},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.47555917501449585},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4574827551841736},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.45180195569992065},{"id":"https://openalex.org/keywords/exploratory-analysis","display_name":"Exploratory analysis","score":0.4467417299747467},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.42797911167144775},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41791975498199463},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4144761562347412},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.36842745542526245},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20192015171051025},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15512433648109436},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06609365344047546}],"concepts":[{"id":"https://openalex.org/C120894424","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory data analysis","level":2,"score":0.7565492391586304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6717671155929565},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5716750621795654},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5396402478218079},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4886763393878937},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.4884871244430542},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.47555917501449585},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4574827551841736},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.45180195569992065},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.4467417299747467},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.42797911167144775},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41791975498199463},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4144761562347412},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.36842745542526245},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20192015171051025},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15512433648109436},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06609365344047546},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc55196.2022.9952974","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc55196.2022.9952974","pdf_url":null,"source":{"id":"https://openalex.org/S4363607740","display_name":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","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":"2022 13th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5323354503","display_name":null,"funder_award_id":"20202020900290","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320335199","display_name":"Korea Institute of Energy Technology Evaluation and Planning","ror":"https://ror.org/02zq38y32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2953061042","https://openalex.org/W2968376371","https://openalex.org/W2976529906"],"related_works":["https://openalex.org/W3106582992","https://openalex.org/W4234525880","https://openalex.org/W2106505873","https://openalex.org/W1487661898","https://openalex.org/W4293708072","https://openalex.org/W2301896740","https://openalex.org/W2149507315","https://openalex.org/W2905990309","https://openalex.org/W4362499597","https://openalex.org/W4248219441"],"abstract_inverted_index":{"For":[0],"the":[1,27,30,47,84,99],"data":[2,8,19,31,42,48,60,108],"collected":[3],"from":[4],"a":[5,44,55,71,95,110],"field,":[6],"exploratory":[7,100],"analysis":[9,23,101],"is":[10],"an":[11],"important":[12],"process":[13,75],"that":[14],"can":[15,25],"be":[16],"used":[17,104],"for":[18,80],"initial":[20],"investigation.":[21],"This":[22],"technique":[24],"summarize":[26],"characteristics":[28],"of":[29,83,109],"with":[32],"statistical":[33],"information":[34],"and":[35,67,77],"also":[36],"visualize":[37],"so":[38],"as":[39,62],"to":[40,73],"understand":[41],"at":[43,50],"glance.":[45],"In":[46,90],"measured":[49],"every":[51],"fixed":[52],"interval":[53],"in":[54],"manufacturing":[56,63,88,111],"factory,":[57],"there":[58],"are":[59],"such":[61],"processes,":[64],"products,":[65],"facilities,":[66],"etc.":[68],"We":[69],"have":[70],"purpose":[72],"analyze":[74],"operations":[76],"provide":[78],"insights":[79],"controlling":[81],"values":[82],"variables":[85],"affecting":[86],"on":[87],"process.":[89],"this":[91],"paper,":[92],"we":[93],"describe":[94],"case":[96],"study":[97],"performed":[98],"technique,":[102],"which":[103],"timeseries":[105],"process-product":[106],"big":[107],"field.":[112]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}