{"id":"https://openalex.org/W2352713551","doi":"https://doi.org/10.5220/0005833900630074","title":"A Graph and Trace Clustering-based Approach for Abstracting Mined Business Process Models","display_name":"A Graph and Trace Clustering-based Approach for Abstracting Mined Business Process Models","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2352713551","doi":"https://doi.org/10.5220/0005833900630074","mag":"2352713551"},"language":"en","primary_location":{"id":"doi:10.5220/0005833900630074","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005833900630074","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005833900630074","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056999508","display_name":"Yaguang Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Yaguang Sun","raw_affiliation_strings":["University of Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103130753","display_name":"Bernhard Bauer","orcid":"https://orcid.org/0000-0002-7931-1105"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernhard Bauer","raw_affiliation_strings":["University of Augsburg , Germany"],"affiliations":[{"raw_affiliation_string":"University of Augsburg , Germany","institution_ids":["https://openalex.org/I179225836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056999508"],"corresponding_institution_ids":["https://openalex.org/I179225836"],"apc_list":null,"apc_paid":null,"fwci":0.9389,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80049857,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9800000190734863,"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":0.9800000190734863,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9413999915122986,"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/T12594","display_name":"Collaboration in agile enterprises","score":0.9121999740600586,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7462716102600098},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5930185317993164},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.5647149085998535},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.420814573764801},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.41922807693481445},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3909396529197693},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.28627467155456543},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25700515508651733},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.21778041124343872},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08882707357406616}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7462716102600098},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5930185317993164},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.5647149085998535},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.420814573764801},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.41922807693481445},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3909396529197693},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.28627467155456543},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25700515508651733},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.21778041124343872},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08882707357406616},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0005833900630074","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005833900630074","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:120042","is_oa":false,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/120042","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"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":"doc-type:conferenceobject"}],"best_oa_location":{"id":"doi:10.5220/0005833900630074","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005833900630074","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2131958170","https://openalex.org/W2061122711","https://openalex.org/W2273754158","https://openalex.org/W4247954915","https://openalex.org/W2336747664","https://openalex.org/W2357130048","https://openalex.org/W4206605161","https://openalex.org/W2092234295","https://openalex.org/W2528363695","https://openalex.org/W1971270045"],"abstract_inverted_index":{"Process":[0],"model":[1,60,81,89],"discovery":[2,17],"is":[3,70,105],"a":[4,21,57,86],"significant":[5],"research":[6],"topic":[7],"in":[8,117],"the":[9,35,45,74,77,96,99,109,118],"business":[10],"process":[11,59],"mining":[12],"area.":[13],"However,":[14],"existing":[15],"workflow":[16],"techniques":[18],"run":[19],"into":[20],"stone":[22],"wall":[23],"while":[24],"dealing":[25],"with":[26],"event":[27],"logs":[28,41],"generated":[29,101],"from":[30,39,44],"highly":[31],"flexible":[32],"environments":[33],"because":[34],"raw":[36],"models":[37],"mined":[38],"such":[40],"often":[42],"suffer":[43],"problem":[46],"of":[47,76,98,111],"inaccuracy":[48],"and":[49,93],"high":[50,79,114,119],"complexity.":[51],"In":[52],"this":[53,65],"paper,":[54],"we":[55],"propose":[56],"new":[58],"abstraction":[61,88],"technique":[62,69],"for":[63],"solving":[64],"problem.":[66],"The":[67],"proposed":[68],"able":[71],"to":[72,107],"optimise":[73],"quality":[75,97],"potential":[78],"level":[80,115,120],"(abstraction":[82],"model)":[83],"so":[84],"that":[85],"high-quality":[87],"can":[90],"be":[91],"acquired":[92],"also":[94],"considers":[95],"submodels":[100],"where":[102],"each":[103],"sub-model":[104],"employed":[106],"show":[108],"details":[110],"its":[112],"relevant":[113],"activity":[116],"model.":[121]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
