{"id":"https://openalex.org/W2784192782","doi":"https://doi.org/10.1109/coase.2017.8256182","title":"Reverse engineering of production processes based on Markov chains","display_name":"Reverse engineering of production processes based on Markov chains","publication_year":2017,"publication_date":"2017-08-01","ids":{"openalex":"https://openalex.org/W2784192782","doi":"https://doi.org/10.1109/coase.2017.8256182","mag":"2784192782"},"language":"en","primary_location":{"id":"doi:10.1109/coase.2017.8256182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2017.8256182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th IEEE Conference on Automation Science and Engineering (CASE)","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/A5108547489","display_name":"Alexandra Mazak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Alexandra Mazak","raw_affiliation_strings":["Business Informatics Group (BIG), Institute of Software Technology and Interactive Systems"],"affiliations":[{"raw_affiliation_string":"Business Informatics Group (BIG), Institute of Software Technology and Interactive Systems","institution_ids":["https://openalex.org/I4210128818"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023093639","display_name":"Manuel Wimmer","orcid":"https://orcid.org/0000-0002-1124-7098"},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Manuel Wimmer","raw_affiliation_strings":["Business Informatics Group (BIG), Institute of Software Technology and Interactive Systems"],"affiliations":[{"raw_affiliation_string":"Business Informatics Group (BIG), Institute of Software Technology and Interactive Systems","institution_ids":["https://openalex.org/I4210128818"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016724928","display_name":"Polina Patsuk-Boesch","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128818","display_name":"Institute of Software","ror":"https://ror.org/033dfsn42","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210128818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Polina Patsuk-Boesch","raw_affiliation_strings":["Business Informatics Group (BIG), Institute of Software Technology and Interactive Systems"],"affiliations":[{"raw_affiliation_string":"Business Informatics Group (BIG), Institute of Software Technology and Interactive Systems","institution_ids":["https://openalex.org/I4210128818"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108547489"],"corresponding_institution_ids":["https://openalex.org/I4210128818"],"apc_list":null,"apc_paid":null,"fwci":0.9032,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80705798,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"680","last_page":"686"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9984999895095825,"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"}},"topics":[{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9937999844551086,"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"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.980400025844574,"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/markov-chain","display_name":"Markov chain","score":0.6207967400550842},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6000475883483887},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5849029421806335},{"id":"https://openalex.org/keywords/reverse-engineering","display_name":"Reverse engineering","score":0.45713815093040466},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.45542094111442566},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1453932225704193},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1173674464225769},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09281617403030396},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07903480529785156}],"concepts":[{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.6207967400550842},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6000475883483887},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5849029421806335},{"id":"https://openalex.org/C207850805","wikidata":"https://www.wikidata.org/wiki/Q269608","display_name":"Reverse engineering","level":2,"score":0.45713815093040466},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.45542094111442566},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1453932225704193},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1173674464225769},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09281617403030396},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07903480529785156},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coase.2017.8256182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2017.8256182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 13th IEEE Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W23499073","https://openalex.org/W649673299","https://openalex.org/W1159006237","https://openalex.org/W1543335880","https://openalex.org/W1570014555","https://openalex.org/W1649645444","https://openalex.org/W1967384977","https://openalex.org/W1973322846","https://openalex.org/W1991598225","https://openalex.org/W2022106311","https://openalex.org/W2039568215","https://openalex.org/W2051825571","https://openalex.org/W2103676490","https://openalex.org/W2103956169","https://openalex.org/W2105594594","https://openalex.org/W2107465592","https://openalex.org/W2110293342","https://openalex.org/W2133169936","https://openalex.org/W2139872812","https://openalex.org/W2165093166","https://openalex.org/W2169580548","https://openalex.org/W2174257086","https://openalex.org/W2247527492","https://openalex.org/W2401396512","https://openalex.org/W2510647770","https://openalex.org/W2524984006","https://openalex.org/W2573724742","https://openalex.org/W2574548499","https://openalex.org/W2578862941","https://openalex.org/W2749779701","https://openalex.org/W3152478022","https://openalex.org/W4231009334","https://openalex.org/W4242147274","https://openalex.org/W4251654175","https://openalex.org/W4285719527","https://openalex.org/W4313205696","https://openalex.org/W6600929452","https://openalex.org/W6631138889","https://openalex.org/W6732250544"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2363831530","https://openalex.org/W2363845219","https://openalex.org/W2381057835","https://openalex.org/W1789649838","https://openalex.org/W2379651310","https://openalex.org/W2113019827","https://openalex.org/W1541249122","https://openalex.org/W2413828414","https://openalex.org/W2367222340"],"abstract_inverted_index":{"Understanding":[0],"and":[1],"providing":[2],"knowledge":[3],"of":[4,36,49,117,133],"production":[5,11],"processes":[6,64],"is":[7],"crucial":[8],"for":[9,73,94],"flexible":[10],"systems":[12],"as":[13,98,136,138,151,153],"many":[14],"decisions":[15],"are":[16,145],"postponed":[17],"to":[18,28,60,70,129,139],"the":[19,34,37,47,58,62,75,79,114,131,158],"operation":[20],"time.":[21],"Furthermore,":[22],"dealing":[23],"with":[24,46],"process":[25],"improvements":[26,144],"requires":[27],"have":[29],"a":[30,90,109,162],"clear":[31],"picture":[32],"about":[33],"status":[35],"currently":[38],"employed":[39],"process.":[40],"This":[41],"becomes":[42],"even":[43],"more":[44],"challenging":[45],"emergence":[48],"Cyber-Physical":[50],"Production":[51],"Systems":[52],"(CPPS).":[53],"However,":[54],"CPPS":[55],"also":[56],"provide":[57,108],"opportunity":[59],"observe":[61],"running":[63],"by":[65,147],"using":[66],"concepts":[67],"from":[68,120],"IoT":[69],"producing":[71],"logs":[72,97],"reflecting":[74],"events":[76],"happening":[77],"in":[78,87],"system":[80],"during":[81],"its":[82],"execution.":[83],"Therefore,":[84],"we":[85,107],"propose":[86],"this":[88],"paper":[89],"fully":[91],"automated":[92],"approach":[93,159],"representing":[95],"operational":[96],"models":[99],"which":[100,112],"additionally":[101],"allows":[102,113],"analytical":[103],"means.":[104],"In":[105],"particular,":[106],"transformation":[110],"chain":[111],"reverse":[115,124],"engineering":[116],"Markov":[118,126],"chains":[119,127],"event":[121],"logs.":[122],"The":[123],"engineered":[125],"allow":[128],"abstract":[130],"complexity":[132],"run-time":[134],"information":[135],"well":[137,152],"enable":[140],"what-if":[141],"analysis":[142],"whenever":[143],"needed":[146],"employing":[148],"current":[149],"model-based":[150],"measurement-based":[154],"technologies.":[155],"We":[156],"demonstrate":[157],"based":[160],"on":[161],"lab-sized":[163],"transportation":[164],"line":[165],"system.":[166]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
