{"id":"https://openalex.org/W4386321191","doi":"https://doi.org/10.1007/978-3-031-41620-0_8","title":"Investigating the\u00a0Influence of\u00a0Data-Aware Process States on\u00a0Activity Probabilities in\u00a0Simulation Models: Does Accuracy Improve?","display_name":"Investigating the\u00a0Influence of\u00a0Data-Aware Process States on\u00a0Activity Probabilities in\u00a0Simulation Models: Does Accuracy Improve?","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386321191","doi":"https://doi.org/10.1007/978-3-031-41620-0_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-41620-0_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-41620-0_8","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":true,"oa_status":"green","oa_url":"https://pure.tue.nl/ws/files/352942312/978-3-031-41620-0_8_1_.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074681714","display_name":"Massimiliano de Leoni","orcid":"https://orcid.org/0000-0002-8447-5374"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Massimiliano de Leoni","raw_affiliation_strings":["University of Padua, Padua, Italy"],"affiliations":[{"raw_affiliation_string":"University of Padua, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103047201","display_name":"Francesco Vinci","orcid":"https://orcid.org/0009-0001-1481-1280"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Vinci","raw_affiliation_strings":["University of Padua, Padua, Italy"],"affiliations":[{"raw_affiliation_string":"University of Padua, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088302185","display_name":"Sander J. J. Leemans","orcid":"https://orcid.org/0000-0002-5201-7125"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sander J. J. Leemans","raw_affiliation_strings":["RWTH Aachen, Aachen, Germany"],"affiliations":[{"raw_affiliation_string":"RWTH Aachen, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038174766","display_name":"Felix Mannhardt","orcid":"https://orcid.org/0000-0003-1733-777X"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Felix Mannhardt","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074681714"],"corresponding_institution_ids":["https://openalex.org/I138689650"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.4588,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97742885,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"129","last_page":"145"},"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9763000011444092,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8293904066085815},{"id":"https://openalex.org/keywords/replicate","display_name":"Replicate","score":0.7728044986724854},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6702919602394104},{"id":"https://openalex.org/keywords/process-modeling","display_name":"Process modeling","score":0.4957174062728882},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.47557321190834045},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.4738781154155731},{"id":"https://openalex.org/keywords/stochastic-simulation","display_name":"Stochastic simulation","score":0.4695335626602173},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.4694730043411255},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.43520915508270264},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.3720463514328003},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33300018310546875},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12501704692840576},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08379942178726196}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8293904066085815},{"id":"https://openalex.org/C2781162219","wikidata":"https://www.wikidata.org/wiki/Q26250693","display_name":"Replicate","level":2,"score":0.7728044986724854},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6702919602394104},{"id":"https://openalex.org/C76956256","wikidata":"https://www.wikidata.org/wiki/Q27610560","display_name":"Process modeling","level":3,"score":0.4957174062728882},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.47557321190834045},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.4738781154155731},{"id":"https://openalex.org/C25915931","wikidata":"https://www.wikidata.org/wiki/Q4180825","display_name":"Stochastic simulation","level":2,"score":0.4695335626602173},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.4694730043411255},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.43520915508270264},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.3720463514328003},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33300018310546875},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12501704692840576},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08379942178726196},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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":3,"locations":[{"id":"doi:10.1007/978-3-031-41620-0_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-41620-0_8","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:pure.tue.nl:openaire_cris_publications/0ef640d1-945e-4ba6-af14-09d32ef52aa3","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/0ef640d1-945e-4ba6-af14-09d32ef52aa3","pdf_url":"https://pure.tue.nl/ws/files/352942312/978-3-031-41620-0_8_1_.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"de Leoni, M, Vinci, F, Leemans, S J J & Mannhardt, F 2023, Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models : Does Accuracy Improve? in C Di Francescomarino, A Burattin, C Janiesch & S Sadiq (eds), Business Process Management : 21st International Conference, BPM 2023, Utrecht, The Netherlands, September 11\u201315, 2023, Proceedings. Lecture Notes in Computer Science (LNCS), vol. 14159, Springer, Cham, pp. 129-145, 21st International Conference on Business Process Management, BPM 2023, Utrecht, Netherlands, 11/09/23. https://doi.org/10.1007/978-3-031-41620-0_8","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:www.research.unipd.it:11577/3501072","is_oa":true,"landing_page_url":"https://hdl.handle.net/11577/3501072","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/0ef640d1-945e-4ba6-af14-09d32ef52aa3","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/0ef640d1-945e-4ba6-af14-09d32ef52aa3","pdf_url":"https://pure.tue.nl/ws/files/352942312/978-3-031-41620-0_8_1_.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"de Leoni, M, Vinci, F, Leemans, S J J & Mannhardt, F 2023, Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models : Does Accuracy Improve? in C Di Francescomarino, A Burattin, C Janiesch & S Sadiq (eds), Business Process Management : 21st International Conference, BPM 2023, Utrecht, The Netherlands, September 11\u201315, 2023, Proceedings. Lecture Notes in Computer Science (LNCS), vol. 14159, Springer, Cham, pp. 129-145, 21st International Conference on Business Process Management, BPM 2023, Utrecht, Netherlands, 11/09/23. https://doi.org/10.1007/978-3-031-41620-0_8","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3748656914","display_name":null,"funder_award_id":"Norway","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"},{"id":"https://openalex.org/G7143967062","display_name":null,"funder_award_id":"312198","funder_id":"https://openalex.org/F4320323299","funder_display_name":"Norges Forskningsr\u00e5d"}],"funders":[{"id":"https://openalex.org/F4320321966","display_name":"Universit\u00e0 degli Studi di Padova","ror":"https://ror.org/00240q980"},{"id":"https://openalex.org/F4320323299","display_name":"Norges Forskningsr\u00e5d","ror":"https://ror.org/00epmv149"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386321191.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1498432697","https://openalex.org/W1570448133","https://openalex.org/W1973573653","https://openalex.org/W2111207692","https://openalex.org/W2153103889","https://openalex.org/W2969679630","https://openalex.org/W3013550390","https://openalex.org/W3044946215","https://openalex.org/W3096326726","https://openalex.org/W3151527472","https://openalex.org/W3169212680","https://openalex.org/W3178234265","https://openalex.org/W4292794669","https://openalex.org/W4378551439"],"related_works":["https://openalex.org/W2295872254","https://openalex.org/W4361865022","https://openalex.org/W4206653122","https://openalex.org/W2398103506","https://openalex.org/W278571809","https://openalex.org/W2295079537","https://openalex.org/W4248285942","https://openalex.org/W2345053703","https://openalex.org/W2896989384","https://openalex.org/W2398177008"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5}],"updated_date":"2026-03-31T07:56:22.981413","created_date":"2023-09-01T00:00:00"}