{"id":"https://openalex.org/W2545169259","doi":"https://doi.org/10.48550/arxiv.1610.07989","title":"Process Discovery using Inductive Miner and Decomposition","display_name":"Process Discovery using Inductive Miner and Decomposition","publication_year":2016,"publication_date":"2016-10-25","ids":{"openalex":"https://openalex.org/W2545169259","doi":"https://doi.org/10.48550/arxiv.1610.07989","mag":"2545169259"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:1610.07989","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1610.07989","pdf_url":"https://arxiv.org/pdf/1610.07989","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1610.07989","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066136024","display_name":"Raji Ghawi","orcid":"https://orcid.org/0000-0002-2865-2014","observed_orcids":["https://orcid.org/0000-0002-2865-2014"]},"institutions":[{"id":"https://openalex.org/I98635879","display_name":"American University of Beirut","ror":"https://ror.org/04pznsd21","country_code":"LB","type":"education","lineage":["https://openalex.org/I98635879"]}],"countries":["LB"],"is_corresponding":true,"raw_author_name":"Ghawi, Raji","raw_affiliation_strings":["American University of Beirut , Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"American University of Beirut , Lebanon","institution_ids":["https://openalex.org/I98635879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5066136024"],"corresponding_institution_ids":["https://openalex.org/I98635879"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994999766349792,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994999766349792,"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":0.0,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/process-discovery","display_name":"process discovery","score":0.9869999885559082},{"id":"https://openalex.org/keywords/inductive-miner","display_name":"Inductive Miner","score":0.9829999804496765},{"id":"https://openalex.org/keywords/decomposition","display_name":"decomposition","score":0.6700000166893005},{"id":"https://openalex.org/keywords/event-logs","display_name":"event logs","score":0.7739999890327454},{"id":"https://openalex.org/keywords/business-process-models","display_name":"business process models","score":0.7319999933242798},{"id":"https://openalex.org/keywords/overfitting-and-underfitting","display_name":"overfitting and underfitting","score":0.8080000281333923},{"id":"https://openalex.org/keywords/trace-classification","display_name":"trace classification","score":0.6330000162124634},{"id":"https://openalex.org/keywords/model-complexity","display_name":"model complexity","score":0.7149999737739563},{"id":"https://openalex.org/keywords/prom","display_name":"ProM","score":0.7319999933242798}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.655593991279602},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5443624258041382},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4826551079750061},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.4335024654865265},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.22766059637069702},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.22113314270973206},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20215633511543274},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1532016396522522},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.11704620718955994},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.09121972322463989},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.07239419221878052},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:1610.07989","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1610.07989","pdf_url":"https://arxiv.org/pdf/1610.07989","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.1610.07989","doi":"https://doi.org/10.48550/arxiv.1610.07989","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1610.07989","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1610.07989","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1610.07989","pdf_url":"https://arxiv.org/pdf/1610.07989","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2545169259.pdf","grobid_xml":"https://content.openalex.org/works/W2545169259.grobid-xml"},"referenced_works_count":3,"referenced_works":["https://openalex.org/W2115937275","https://openalex.org/W2158891129","https://openalex.org/W2294997761"],"related_works":["https://openalex.org/W2616254719","https://openalex.org/W2613333343","https://openalex.org/W2588751352","https://openalex.org/W2793842245","https://openalex.org/W4396540842","https://openalex.org/W4387470023","https://openalex.org/W2896979739","https://openalex.org/W7169086167","https://openalex.org/W7165927041","https://openalex.org/W1991164445"],"abstract_inverted_index":{"This":[0],"report":[1,169],"presents":[2],"a":[3,44,64,68,72,76],"submission":[4],"to":[5,14,32,38,80,105,124,132],"the":[6,15,34,52,55,110,127,147,153,162,172,175],"Process":[7,56],"Discovery":[8,57],"Contest.":[9],"The":[10,29,168],"contest":[11],"is":[12,31,61],"dedicated":[13],"assessment":[16],"of":[17,36,54,129,150,155,164,174],"tools":[18],"and":[19,49,71,103,131,158],"techniques":[20,37],"that":[21,42],"discover":[22,39,106],"business":[23],"process":[24,40,59,77,107,177],"models":[25,41,108,165],"from":[26,109],"event":[27],"logs.":[28],"objective":[30],"compare":[33],"efficiency":[35],"provide":[43],"proper":[45],"balance":[46],"between":[47],"\"overfitting\"":[48],"\"underfitting\".":[50],"In":[51,88],"context":[53],"Contest,":[58],"discovery":[60,98],"turned":[62],"into":[63],"classification":[65,148],"task":[66],"with":[67,171],"training":[69,111],"set":[70,112],"test":[73,138],"set;":[74],"where":[75],"model":[78],"needs":[79],"decide":[81],"whether":[82],"traces":[83,136],"are":[84],"fitting":[85,141],"or":[86,142],"not.":[87,143],"this":[89],"report,":[90],"we":[91,95,117,120,145],"first":[92],"show":[93,118],"how":[94,119],"use":[96,121],"two":[97],"techniques,":[99],"namely:":[100],"Inductive":[101],"Miner":[102],"Decomposition,":[104],"using":[113],"ProM":[114],"tool.":[115],"Second,":[116],"replay":[122],"results":[123,149],"1)":[125],"check":[126],"rediscoverability":[128],"models,":[130,157],"2)":[133],"classify":[134],"unseen":[135],"(in":[137],"logs)":[139],"as":[140],"Then,":[144],"discuss":[146],"validation":[151],"logs,":[152],"complexity":[154],"discovered":[156],"their":[159],"impact":[160],"on":[161],"selection":[163],"for":[166],"submission.":[167],"ends":[170],"pictures":[173],"submitted":[176],"models.":[178]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-11-04T00:00:00"}