{"id":"https://openalex.org/W3158436487","doi":"https://doi.org/10.1007/978-3-030-89022-3_5","title":"Process Model Forecasting Using Time Series Analysis of Event Sequence Data","display_name":"Process Model Forecasting Using Time Series Analysis of Event Sequence Data","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3158436487","doi":"https://doi.org/10.1007/978-3-030-89022-3_5","mag":"3158436487"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-89022-3_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-89022-3_5","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":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2105.01092","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087087021","display_name":"Johannes De Smedt","orcid":"https://orcid.org/0000-0003-0389-0275"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Johannes De Smedt","raw_affiliation_strings":["KU Leuven, Leuven, Belgium","KU, Leuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-0389-0275","affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"KU, Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014033664","display_name":"Anton Yeshchenko","orcid":null},"institutions":[{"id":"https://openalex.org/I102248843","display_name":"Vienna University of Economics and Business","ror":"https://ror.org/03yn8s215","country_code":"AT","type":"education","lineage":["https://openalex.org/I102248843"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Anton Yeshchenko","raw_affiliation_strings":["Vienna University of Economics and Business, Vienna, Austria","[Vienna University of Economics and Business, Vienna, Austria]"],"raw_orcid":"https://orcid.org/0000-0002-5346-8358","affiliations":[{"raw_affiliation_string":"Vienna University of Economics and Business, Vienna, Austria","institution_ids":["https://openalex.org/I102248843"]},{"raw_affiliation_string":"[Vienna University of Economics and Business, Vienna, Austria]","institution_ids":["https://openalex.org/I102248843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024929895","display_name":"Artem Polyvyanyy","orcid":"https://orcid.org/0000-0002-7672-1643"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Artem Polyvyanyy","raw_affiliation_strings":["The University of Melbourne, Melbourne, Australia","The University of Melbourne , Melbourne, Australia"],"raw_orcid":"https://orcid.org/0000-0002-7672-1643","affiliations":[{"raw_affiliation_string":"The University of Melbourne, Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]},{"raw_affiliation_string":"The University of Melbourne , Melbourne, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080266755","display_name":"Jochen De Weerdt","orcid":"https://orcid.org/0000-0001-6151-0504"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jochen De Weerdt","raw_affiliation_strings":["KU Leuven, Leuven, Belgium","KU, Leuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-6151-0504","affiliations":[{"raw_affiliation_string":"KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"KU, Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062764959","display_name":"Jan Mendling","orcid":"https://orcid.org/0000-0002-7260-524X"},"institutions":[{"id":"https://openalex.org/I39343248","display_name":"Humboldt-Universit\u00e4t zu Berlin","ror":"https://ror.org/01hcx6992","country_code":"DE","type":"education","lineage":["https://openalex.org/I39343248"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Mendling","raw_affiliation_strings":["Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","Humboldt Universit\u00e4t zu Berlin, Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7260-524X","affiliations":[{"raw_affiliation_string":"Humboldt-Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]},{"raw_affiliation_string":"Humboldt Universit\u00e4t zu Berlin, Berlin, Germany","institution_ids":["https://openalex.org/I39343248"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087087021"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9189,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67936665,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"61"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.993399977684021,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9911999702453613,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.689942479133606},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6406408548355103},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6272098422050476},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5789450407028198},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5290481448173523},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.521199643611908},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.47494223713874817},{"id":"https://openalex.org/keywords/event-data","display_name":"Event data","score":0.42344149947166443},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4162471294403076},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.3952324390411377},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33441856503486633},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3343886137008667},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12380653619766235}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.689942479133606},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6406408548355103},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6272098422050476},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5789450407028198},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5290481448173523},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.521199643611908},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.47494223713874817},{"id":"https://openalex.org/C2987896495","wikidata":"https://www.wikidata.org/wiki/Q5416716","display_name":"Event data","level":3,"score":0.42344149947166443},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4162471294403076},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.3952324390411377},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33441856503486633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3343886137008667},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12380653619766235},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1007/978-3-030-89022-3_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-89022-3_5","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"},{"id":"pmh:oai:arXiv.org:2105.01092","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2105.01092","pdf_url":"https://arxiv.org/pdf/2105.01092","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"pmh:oai:jupiter.its.unimelb.edu.au:11343/281879","is_oa":true,"landing_page_url":"http://hdl.handle.net/11343/281879","pdf_url":"http://hdl.handle.net/11343/281879","source":{"id":"https://openalex.org/S4377196259","display_name":"Minerva Access (University of Melbourne)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165779595","host_organization_name":"The University of Melbourne","host_organization_lineage":["https://openalex.org/I165779595"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"40th International Conference on Conceptual Modeling","raw_type":"Conference Paper"},{"id":"pmh:oai:research.wu.ac.at:openaire_cris_publications/239430cd-368f-4c21-884b-a23c3475b106","is_oa":false,"landing_page_url":"https://arxiv.org/abs/2105.01092","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"De Smedt, J, Yeshchenko, A, Polyvyanny, A, De Weerdt, J & Mendling, J 2021, Process Model Forecasting Using Time Series Analysis of Event Sequence Data. in Aditya Ghose, Jennifer Horkoff, V\u00edtor E. Silva Souza, Jeffrey Parsons, Joerg Evermann (ed.), Process Model Forecasting Using Time Series Analysis of Event Sequence Data. Springer, International Conference on Conceptual Modeling, pp. 47 - 61. https://doi.org/10.1007/978-3-030-89022-3_5","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:research.wu.ac.at:publications/239430cd-368f-4c21-884b-a23c3475b106","is_oa":false,"landing_page_url":"https://research.wu.ac.at/de/publications/239430cd-368f-4c21-884b-a23c3475b106","pdf_url":null,"source":{"id":"https://openalex.org/S7407055123","display_name":"WU Research","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"De Smedt, J, Yeshchenko, A, Polyvyanny, A, De Weerdt, J & Mendling, J 2021, Process Model Forecasting Using Time Series Analysis of Event Sequence Data. in Aditya Ghose, Jennifer Horkoff, V\u00edtor E. Silva Souza, Jeffrey Parsons, Joerg Evermann (ed.), Process Model Forecasting Using Time Series Analysis of Event Sequence Data. Springer, International Conference on Conceptual Modeling, pp. 47 - 61. https://doi.org/10.1007/978-3-030-89022-3_5","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.48550/arxiv.2105.01092","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2105.01092","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:3158436487","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2105.01092","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2105.01092","pdf_url":"https://arxiv.org/pdf/2105.01092","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W184106230","https://openalex.org/W406650945","https://openalex.org/W1981780459","https://openalex.org/W2070386658","https://openalex.org/W2102805256","https://openalex.org/W2105839210","https://openalex.org/W2115616088","https://openalex.org/W2138199375","https://openalex.org/W2181523240","https://openalex.org/W2401927593","https://openalex.org/W2468625138","https://openalex.org/W2471826340","https://openalex.org/W2581522324","https://openalex.org/W2584722588","https://openalex.org/W2726113388","https://openalex.org/W2794778778","https://openalex.org/W2811507150","https://openalex.org/W2880620558","https://openalex.org/W2896916590","https://openalex.org/W2963507686","https://openalex.org/W2963798886","https://openalex.org/W2964066696","https://openalex.org/W2964300152","https://openalex.org/W2965882148","https://openalex.org/W2967199119","https://openalex.org/W2982704788","https://openalex.org/W3003245753","https://openalex.org/W3015851278","https://openalex.org/W3094388958","https://openalex.org/W3094840964","https://openalex.org/W3100078462","https://openalex.org/W3105596407","https://openalex.org/W3118943338","https://openalex.org/W3122183613","https://openalex.org/W3133897986","https://openalex.org/W4251197426","https://openalex.org/W4254913624"],"related_works":["https://openalex.org/W3195687240","https://openalex.org/W2783291568","https://openalex.org/W3121706288","https://openalex.org/W2184254008","https://openalex.org/W2105418635","https://openalex.org/W1040878413","https://openalex.org/W3189589215","https://openalex.org/W2810470535","https://openalex.org/W3156516532","https://openalex.org/W3145940048","https://openalex.org/W2276101049","https://openalex.org/W2140828812","https://openalex.org/W3179887429","https://openalex.org/W2098277398","https://openalex.org/W3119302714","https://openalex.org/W2783125920","https://openalex.org/W1491402884","https://openalex.org/W3139217990","https://openalex.org/W2885769273","https://openalex.org/W1529963239"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-19T08:33:51.333923","created_date":"2025-10-10T00:00:00"}