{"id":"https://openalex.org/W4321231897","doi":"https://doi.org/10.1007/978-3-031-17583-1_11","title":"A Study on\u00a0Analyzing Learner Behaviors in\u00a0State Machine Modeling Using Process Mining and\u00a0Statistical Test","display_name":"A Study on\u00a0Analyzing Learner Behaviors in\u00a0State Machine Modeling Using Process Mining and\u00a0Statistical Test","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4321231897","doi":"https://doi.org/10.1007/978-3-031-17583-1_11"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-17583-1_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17583-1_11","pdf_url":null,"source":{"id":"https://openalex.org/S4210221551","display_name":"Learning and analytics in intelligent systems","issn_l":"2662-3447","issn":["2662-3447","2662-3455"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learning and Analytics in Intelligent Systems","raw_type":"book-chapter"},"type":"conference-paper","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/A5018793641","display_name":"Shinpei Ogata","orcid":"https://orcid.org/0000-0001-6996-3073"},"institutions":[{"id":"https://openalex.org/I137975476","display_name":"Shinshu University","ror":"https://ror.org/0244rem06","country_code":"JP","type":"education","lineage":["https://openalex.org/I137975476"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Shinpei Ogata","raw_affiliation_strings":["Shinshu University, 4\u201317\u20131 Wakasato, Nagano, 380\u20138553, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shinshu University, 4\u201317\u20131 Wakasato, Nagano, 380\u20138553, Japan","institution_ids":["https://openalex.org/I137975476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036383115","display_name":"Hiroyuki Nakagawa","orcid":"https://orcid.org/0000-0001-5280-4113"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroyuki Nakagawa","raw_affiliation_strings":["Osaka University, 1\u20135 Yamadaoka, Suita, Osaka, 565\u20130871, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Osaka University, 1\u20135 Yamadaoka, Suita, Osaka, 565\u20130871, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042986574","display_name":"Haruhiko Kaiya","orcid":"https://orcid.org/0000-0001-9816-8001"},"institutions":[{"id":"https://openalex.org/I41802502","display_name":"Kanagawa University","ror":"https://ror.org/02j6c0d67","country_code":"JP","type":"education","lineage":["https://openalex.org/I41802502"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Haruhiko Kaiya","raw_affiliation_strings":["Kanagawa University, 2946, Tsuchiya, Hiratsuka-shi, Kanagawa, 259\u20131293, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kanagawa University, 2946, Tsuchiya, Hiratsuka-shi, Kanagawa, 259\u20131293, Japan","institution_ids":["https://openalex.org/I41802502"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020535149","display_name":"Hironori Takeuchi","orcid":"https://orcid.org/0000-0002-8555-2028"},"institutions":[{"id":"https://openalex.org/I98083888","display_name":"Musashi University","ror":"https://ror.org/05qp61e83","country_code":"JP","type":"education","lineage":["https://openalex.org/I98083888"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hironori Takeuchi","raw_affiliation_strings":["Musashi University, 1\u201326\u20131 Toyotamakami, Nerima-ku, Tokyo, 176\u20138534, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Musashi University, 1\u201326\u20131 Toyotamakami, Nerima-ku, Tokyo, 176\u20138534, Japan","institution_ids":["https://openalex.org/I98083888"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018793641"],"corresponding_institution_ids":["https://openalex.org/I137975476"],"apc_list":null,"apc_paid":null,"fwci":1.0693,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72271805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"141","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9623000025749207,"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/process","display_name":"Process (computing)","score":0.682518720626831},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6441676020622253},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.520128071308136},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.49033522605895996},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4644377827644348},{"id":"https://openalex.org/keywords/statistical-analysis","display_name":"Statistical analysis","score":0.4617467224597931},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44985684752464294},{"id":"https://openalex.org/keywords/statistical-hypothesis-testing","display_name":"Statistical hypothesis testing","score":0.412320077419281},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39174607396125793},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1973799467086792},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12667056918144226},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11242210865020752}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.682518720626831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6441676020622253},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.520128071308136},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.49033522605895996},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4644377827644348},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.4617467224597931},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44985684752464294},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.412320077419281},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39174607396125793},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1973799467086792},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12667056918144226},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11242210865020752},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-17583-1_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-17583-1_11","pdf_url":null,"source":{"id":"https://openalex.org/S4210221551","display_name":"Learning and analytics in intelligent systems","issn_l":"2662-3447","issn":["2662-3447","2662-3455"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Learning and Analytics in Intelligent Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G137869596","display_name":"Methods and tools for requirements evolution encouraging mutual contribution among several activities","funder_award_id":"18K11249","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3008957518","display_name":"Supporting tools for exploring mutually contributable business activities using process mining","funder_award_id":"21K11837","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G63919376","display_name":"A Study on Self-adaptation Mechanism Under Time Constraints","funder_award_id":"20H04167","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2159904898","https://openalex.org/W2216293510","https://openalex.org/W2523780669","https://openalex.org/W2741192005","https://openalex.org/W2744622992","https://openalex.org/W2779421804","https://openalex.org/W2981945879","https://openalex.org/W3088250667","https://openalex.org/W3096850044","https://openalex.org/W3158206154"],"related_works":["https://openalex.org/W641782856","https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W24443521","https://openalex.org/W2471323292","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W2296759459","https://openalex.org/W4205202004","https://openalex.org/W2356483589"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}