{"id":"https://openalex.org/W4253589178","doi":"https://doi.org/10.1109/wsc.2015.7408344","title":"Approximation of dispatching rules for manufacturing simulation using data mining methods","display_name":"Approximation of dispatching rules for manufacturing simulation using data mining methods","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W4253589178","doi":"https://doi.org/10.1109/wsc.2015.7408344"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2015.7408344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2015.7408344","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/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":true,"raw_author_name":"Soeren 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":"middle","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":false,"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":"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/A5067160748"],"corresponding_institution_ids":["https://openalex.org/I119449181"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.48870056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2329","last_page":"2340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9973000288009644,"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"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9973000288009644,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9894999861717224,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9857000112533569,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7799067497253418},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6375856399536133},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.629278838634491},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5190451741218567},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5034510493278503},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48079267144203186},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47343137860298157},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4712771773338318},{"id":"https://openalex.org/keywords/simulation-modeling","display_name":"Simulation modeling","score":0.4711671769618988},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4355160593986511},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.43084293603897095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4274987280368805},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.15603452920913696},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13188818097114563},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10083010792732239}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7799067497253418},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6375856399536133},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.629278838634491},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5190451741218567},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5034510493278503},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48079267144203186},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47343137860298157},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4712771773338318},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.4711671769618988},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4355160593986511},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.43084293603897095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4274987280368805},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.15603452920913696},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13188818097114563},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10083010792732239},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"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/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2015.7408344","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2015.7408344","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":[{"display_name":"Industry, innovation and infrastructure","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W207908059","https://openalex.org/W1594031697","https://openalex.org/W1723619723","https://openalex.org/W1738398458","https://openalex.org/W1916768614","https://openalex.org/W1985258161","https://openalex.org/W2018837758","https://openalex.org/W2059743773","https://openalex.org/W2069641426","https://openalex.org/W2087347434","https://openalex.org/W2140190241","https://openalex.org/W2140336868","https://openalex.org/W2163598528","https://openalex.org/W2998216295","https://openalex.org/W4255654664","https://openalex.org/W6608345987","https://openalex.org/W6681046083","https://openalex.org/W6684327724","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2564370854","https://openalex.org/W4293571143","https://openalex.org/W2168275952","https://openalex.org/W4232096617","https://openalex.org/W1532805846","https://openalex.org/W2020835098","https://openalex.org/W2044652205","https://openalex.org/W2129994225","https://openalex.org/W2905659438","https://openalex.org/W1997483715"],"abstract_inverted_index":{"Discrete-event":[0],"simulation":[1,28,31,46],"is":[2,34,63,69],"a":[3,45,64,82],"well-accepted":[4],"method":[5],"for":[6,88,133],"planning,":[7],"evaluating,":[8],"and":[9,14,22,74,128],"monitoring":[10],"processes":[11],"in":[12,38],"production":[13,78,142],"logistics":[15],"contexts.":[16],"In":[17,101,116],"order":[18],"to":[19,97,108],"reduce":[20],"time":[21],"effort":[23],"spent":[24],"on":[25],"creating":[26],"the":[27,52,56,60,70,85,110,121],"model,":[29],"automatic":[30],"model":[32,47,83],"generation":[33],"an":[35,106],"important":[36],"area":[37],"modeling":[39],"methodology":[40],"research.":[41],"When":[42,80],"automatically":[43],"generating":[44,81],"from":[48,141],"existing":[49],"data":[50,126,139,143],"sources,":[51],"correct":[53],"reproduction":[54],"of":[55,59,72,77,123],"dynamic":[57],"behavior":[58,111],"modelled":[61],"system":[62],"common":[65],"challenge.":[66],"One":[67],"example":[68],"representation":[71],"dispatching":[73],"scheduling":[75,136],"strategies":[76,90],"jobs.":[79],"automatically,":[84],"underlying":[86],"rules":[87],"these":[89],"are":[91],"typically":[92],"unknown":[93],"but":[94],"yet":[95],"have":[96],"be":[98],"adequately":[99],"emulated.":[100],"previous":[102],"work,":[103],"we":[104,119],"presented":[105],"approach":[107],"approximate":[109],"through":[112],"artificial":[113],"neural":[114],"networks.":[115],"this":[117],"paper,":[118],"investigate":[120],"suitability":[122],"various":[124],"other":[125],"mining":[127],"supervised":[129],"machine":[130],"learning":[131],"methods":[132],"emulating":[134],"job":[135],"decisions":[137],"with":[138],"obtained":[140],"acquisition.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
