{"id":"https://openalex.org/W4394773051","doi":"https://doi.org/10.1007/978-3-031-56107-8_28","title":"Extracting Rules from\u00a0Event Data for\u00a0Study Planning","display_name":"Extracting Rules from\u00a0Event Data for\u00a0Study Planning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394773051","doi":"https://doi.org/10.1007/978-3-031-56107-8_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-56107-8_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-56107-8_28","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","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/A5091165665","display_name":"Majid Rafiei","orcid":"https://orcid.org/0000-0001-7161-6927"},"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":true,"raw_author_name":"Majid Rafiei","raw_affiliation_strings":["Chair of Process and Data Science, RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7161-6927","affiliations":[{"raw_affiliation_string":"Chair of Process and Data Science, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093013872","display_name":"Duygu Bayrak","orcid":"https://orcid.org/0009-0009-2565-6261"},"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":"Duygu Bayrak","raw_affiliation_strings":["Chair of Process and Data Science, RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0009-0009-2565-6261","affiliations":[{"raw_affiliation_string":"Chair of Process and Data Science, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086327045","display_name":"Mahsa Pourbafrani","orcid":"https://orcid.org/0000-0002-7883-1627"},"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":"Mahsa Pourbafrani","raw_affiliation_strings":["Chair of Process and Data Science, RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7883-1627","affiliations":[{"raw_affiliation_string":"Chair of Process and Data Science, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082571709","display_name":"Gyunam Park","orcid":"https://orcid.org/0000-0001-9394-6513"},"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":"Gyunam Park","raw_affiliation_strings":["Chair of Process and Data Science, RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9394-6513","affiliations":[{"raw_affiliation_string":"Chair of Process and Data Science, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016830938","display_name":"Hayyan Helal","orcid":"https://orcid.org/0000-0002-9838-3737"},"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":"Hayyan Helal","raw_affiliation_strings":["Knowledge-Based Systems Group, RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9838-3737","affiliations":[{"raw_affiliation_string":"Knowledge-Based Systems Group, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005730180","display_name":"Gerhard Lakemeyer","orcid":"https://orcid.org/0000-0002-7363-7593"},"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":"Gerhard Lakemeyer","raw_affiliation_strings":["Knowledge-Based Systems Group, RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7363-7593","affiliations":[{"raw_affiliation_string":"Knowledge-Based Systems Group, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069762894","display_name":"Wil M. P. van der Aalst","orcid":"https://orcid.org/0000-0002-0955-6940"},"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":"Wil M. P. van der Aalst","raw_affiliation_strings":["Chair of Process and Data Science, RWTH Aachen University, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0955-6940","affiliations":[{"raw_affiliation_string":"Chair of Process and Data Science, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5091165665"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":null,"apc_paid":null,"fwci":2.237,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.87681159,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"361","last_page":"374"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9914000034332275,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/plan","display_name":"Plan (archaeology)","score":0.7213162779808044},{"id":"https://openalex.org/keywords/bachelor","display_name":"Bachelor","score":0.708504319190979},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6632091999053955},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5622299909591675},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5607358813285828},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.45287665724754333},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4492246210575104},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4121047258377075},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3837795555591583},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3293607532978058},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3229520916938782},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18403586745262146},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.0715106725692749}],"concepts":[{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.7213162779808044},{"id":"https://openalex.org/C2777626052","wikidata":"https://www.wikidata.org/wiki/Q516445","display_name":"Bachelor","level":2,"score":0.708504319190979},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6632091999053955},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5622299909591675},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5607358813285828},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.45287665724754333},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4492246210575104},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4121047258377075},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3837795555591583},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3293607532978058},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3229520916938782},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18403586745262146},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0715106725692749},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-56107-8_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-56107-8_28","pdf_url":null,"source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1910723569","https://openalex.org/W2006444123","https://openalex.org/W2736803442","https://openalex.org/W2757875814","https://openalex.org/W2801227655","https://openalex.org/W3002673265","https://openalex.org/W4214821456","https://openalex.org/W4236137412","https://openalex.org/W4243932450","https://openalex.org/W4246484440","https://openalex.org/W4297957988"],"related_works":["https://openalex.org/W4242399787","https://openalex.org/W2358435779","https://openalex.org/W3127761055","https://openalex.org/W2504501183","https://openalex.org/W4255155046","https://openalex.org/W3146005063","https://openalex.org/W2593770045","https://openalex.org/W2242126915","https://openalex.org/W2569357914","https://openalex.org/W3044790170"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}