{"id":"https://openalex.org/W2907621285","doi":"https://doi.org/10.1007/978-3-030-11027-7_25","title":"Neural Approach to the Discovery Problem in Process Mining","display_name":"Neural Approach to the Discovery Problem in Process Mining","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2907621285","doi":"https://doi.org/10.1007/978-3-030-11027-7_25","mag":"2907621285"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-11027-7_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11027-7_25","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5047315107","display_name":"Timofey Shunin","orcid":null},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Timofey Shunin","raw_affiliation_strings":["Laboratory of Process-Aware Information Systems (PAIS Lab), Faculty of Computer Science, National Research University Higher School of Economics, Moscow, 101000, Russia"],"affiliations":[{"raw_affiliation_string":"Laboratory of Process-Aware Information Systems (PAIS Lab), Faculty of Computer Science, National Research University Higher School of Economics, Moscow, 101000, Russia","institution_ids":["https://openalex.org/I118501908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089341133","display_name":"Natalia Zubkova","orcid":null},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Natalia Zubkova","raw_affiliation_strings":["Laboratory of Process-Aware Information Systems (PAIS Lab), Faculty of Computer Science, National Research University Higher School of Economics, Moscow, 101000, Russia"],"affiliations":[{"raw_affiliation_string":"Laboratory of Process-Aware Information Systems (PAIS Lab), Faculty of Computer Science, National Research University Higher School of Economics, Moscow, 101000, Russia","institution_ids":["https://openalex.org/I118501908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045894219","display_name":"Sergey Shershakov","orcid":"https://orcid.org/0000-0001-8173-5970"},"institutions":[{"id":"https://openalex.org/I118501908","display_name":"National Research University Higher School of Economics","ror":"https://ror.org/055f7t516","country_code":"RU","type":"education","lineage":["https://openalex.org/I118501908"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sergey Shershakov","raw_affiliation_strings":["Laboratory of Process-Aware Information Systems (PAIS Lab), Faculty of Computer Science, National Research University Higher School of Economics, Moscow, 101000, Russia"],"affiliations":[{"raw_affiliation_string":"Laboratory of Process-Aware Information Systems (PAIS Lab), Faculty of Computer Science, National Research University Higher School of Economics, Moscow, 101000, Russia","institution_ids":["https://openalex.org/I118501908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047315107"],"corresponding_institution_ids":["https://openalex.org/I118501908"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.2851,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82705909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"261","last_page":"273"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9854000210762024,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8585083484649658},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.8184309005737305},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.6343362927436829},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6059600114822388},{"id":"https://openalex.org/keywords/business-process-discovery","display_name":"Business process discovery","score":0.5673432946205139},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5581647157669067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5214549899101257},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4945184886455536},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49026110768318176},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4667549133300781},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4443942904472351},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4380803108215332},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.26772814989089966},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.09111854434013367}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8585083484649658},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.8184309005737305},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.6343362927436829},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6059600114822388},{"id":"https://openalex.org/C93453677","wikidata":"https://www.wikidata.org/wiki/Q1017580","display_name":"Business process discovery","level":5,"score":0.5673432946205139},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5581647157669067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5214549899101257},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4945184886455536},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49026110768318176},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4667549133300781},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4443942904472351},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4380803108215332},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.26772814989089966},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.09111854434013367},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-11027-7_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-11027-7_25","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W179875071","https://openalex.org/W1565011018","https://openalex.org/W1663973292","https://openalex.org/W1704669313","https://openalex.org/W2004865374","https://openalex.org/W2009086942","https://openalex.org/W2020220603","https://openalex.org/W2076343783","https://openalex.org/W2083948648","https://openalex.org/W2102805256","https://openalex.org/W2132077759","https://openalex.org/W2143997593","https://openalex.org/W2165301751","https://openalex.org/W2171928131","https://openalex.org/W2547875792","https://openalex.org/W2575962943","https://openalex.org/W2613412164","https://openalex.org/W3145506661","https://openalex.org/W4206070770"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W2608662023","https://openalex.org/W2158991459","https://openalex.org/W2808742510","https://openalex.org/W4248246100","https://openalex.org/W2979752478","https://openalex.org/W4205089782","https://openalex.org/W2772392577"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}