{"id":"https://openalex.org/W2162055422","doi":"https://doi.org/10.1109/icdew.2011.5767637","title":"A probabilistic-based approach to process model discovery","display_name":"A probabilistic-based approach to process model discovery","publication_year":2011,"publication_date":"2011-04-01","ids":{"openalex":"https://openalex.org/W2162055422","doi":"https://doi.org/10.1109/icdew.2011.5767637","mag":"2162055422"},"language":"en","primary_location":{"id":"doi:10.1109/icdew.2011.5767637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2011.5767637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 27th International Conference on Data Engineering Workshops","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/A5110218927","display_name":"Mal\u00fa Castellanos","orcid":null},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Malu Castellanos","raw_affiliation_strings":["HP Laboratories, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"HP Laboratories, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086585292","display_name":"Fabio Casati","orcid":"https://orcid.org/0000-0001-7591-9562"},"institutions":[{"id":"https://openalex.org/I193223587","display_name":"University of Trento","ror":"https://ror.org/05trd4x28","country_code":"IT","type":"education","lineage":["https://openalex.org/I193223587"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Casati","raw_affiliation_strings":["University of Trento, Trento, Italy"],"affiliations":[{"raw_affiliation_string":"University of Trento, Trento, Italy","institution_ids":["https://openalex.org/I193223587"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045738980","display_name":"Umeshwar Dayal","orcid":null},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Umeshwar Dayal","raw_affiliation_strings":["HP Laboratories, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"HP Laboratories, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1324840837"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110218927"],"corresponding_institution_ids":["https://openalex.org/I1324840837"],"apc_list":null,"apc_paid":null,"fwci":1.0485,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.82087797,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"232","last_page":"237"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9983000159263611,"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/T10260","display_name":"Software Engineering Research","score":0.994700014591217,"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":0.8026742935180664},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.7803738117218018},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6897047758102417},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.685148298740387},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.5246708393096924},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.48432934284210205},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.44286826252937317},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.4216483533382416},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4163692593574524},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38952386379241943},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3539832830429077},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3389512300491333},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3224124312400818},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32156550884246826},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.2829326093196869},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10075816512107849},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07500973343849182}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8026742935180664},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.7803738117218018},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6897047758102417},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.685148298740387},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.5246708393096924},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.48432934284210205},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.44286826252937317},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.4216483533382416},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4163692593574524},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38952386379241943},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3539832830429077},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3389512300491333},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3224124312400818},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32156550884246826},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.2829326093196869},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10075816512107849},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07500973343849182},{"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},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icdew.2011.5767637","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2011.5767637","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 27th International Conference on Data Engineering Workshops","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unitn.it:11572/89630","is_oa":false,"landing_page_url":"http://hdl.handle.net/11572/89630","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1508806467","https://openalex.org/W1578876701","https://openalex.org/W2004865374","https://openalex.org/W2098250644","https://openalex.org/W2134937538","https://openalex.org/W2808309648"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2345053703","https://openalex.org/W2979752478","https://openalex.org/W2050159024","https://openalex.org/W2408600672","https://openalex.org/W2142618121","https://openalex.org/W3194914602","https://openalex.org/W2156732239"],"abstract_inverted_index":{"Process":[0],"discovery":[1,120],"is":[2],"crucial":[3],"for":[4],"understanding":[5],"how":[6,12],"business":[7],"operations":[8],"are":[9,39],"performed":[10],"and":[11,50,91,106,125],"to":[13,18,42,64,80,86,100,110],"improve":[14],"them.":[15],"The":[16,73],"opportunity":[17],"discover":[19,43,65,81],"process":[20,31,68,119],"models":[21,69],"exists":[22],"given":[23],"that":[24],"many":[25,40],"systems":[26],"underlying":[27],"the":[28,44,93,118,123],"execution":[29,35,87],"of":[30,70,78,103],"steps":[32,79],"log":[33],"their":[34,101,111],"times.":[36],"However,":[37],"there":[38],"challenges":[41,124],"actual":[45],"processes":[46],"particularly":[47],"complex":[48],"ones":[49],"without":[51],"making":[52],"unrealistic":[53],"assumptions.":[54],"In":[55,113],"this":[56,114],"paper":[57,115],"we":[58,116],"present":[59],"a":[60,76],"novel":[61],"probabilistic-based":[62],"approach":[63,74],"high":[66],"quality":[67],"any":[71],"complexity.":[72],"has":[75],"series":[77],"links":[82,98],"between":[83,89],"nodes":[84],"corresponding":[85],"dependencies":[88],"tasks":[90],"at":[92],"end":[94],"it":[95],"ranks":[96],"these":[97],"according":[99,109],"probabilities":[102],"actually":[104],"existing":[105],"classifies":[107],"them":[108],"type.":[112],"formulate":[117],"problem,":[121],"describe":[122,126],"our":[127],"solution.":[128]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
