{"id":"https://openalex.org/W4312651437","doi":"https://doi.org/10.1007/978-3-031-20218-6_12","title":"Using Process Mining Techniques to\u00a0Discover the\u00a0Collective Behaviour of\u00a0Educators in\u00a0a\u00a0Learning Community Platform","display_name":"Using Process Mining Techniques to\u00a0Discover the\u00a0Collective Behaviour of\u00a0Educators in\u00a0a\u00a0Learning Community Platform","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312651437","doi":"https://doi.org/10.1007/978-3-031-20218-6_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-20218-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20218-6_12","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/A5027175541","display_name":"Oscar Esteban Bajo","orcid":"https://orcid.org/0000-0001-9658-7325"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Oscar Esteban Bajo","raw_affiliation_strings":["ICT Department, Universitat Pompeu Fabra, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"ICT Department, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062133471","display_name":"Ishari Amarasinghe","orcid":"https://orcid.org/0000-0003-2960-4804"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ishari Amarasinghe","raw_affiliation_strings":["ICT Department, Universitat Pompeu Fabra, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"ICT Department, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060357599","display_name":"Nicol\u00e1s Felipe Guti\u00e9rrez-P\u00e1ez","orcid":"https://orcid.org/0000-0003-3929-6980"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Nicol\u00e1s Felipe Guti\u00e9rrez-P\u00e1ez","raw_affiliation_strings":["ICT Department, Universitat Pompeu Fabra, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"ICT Department, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032351358","display_name":"Davinia Hern\u00e1ndez\u2010Leo","orcid":"https://orcid.org/0000-0003-0548-7455"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Pompeu Fabra University","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Davinia Hern\u00e1ndez-Leo","raw_affiliation_strings":["ICT Department, Universitat Pompeu Fabra, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"ICT Department, Universitat Pompeu Fabra, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5027175541"],"corresponding_institution_ids":["https://openalex.org/I170486558"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.9505,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88987764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"175","last_page":"189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9710999727249146,"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":0.9531000256538391,"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/learning-analytics","display_name":"Learning analytics","score":0.7097740769386292},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6781216859817505},{"id":"https://openalex.org/keywords/learning-design","display_name":"Learning design","score":0.6730449795722961},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4905950129032135},{"id":"https://openalex.org/keywords/learning-sciences","display_name":"Learning sciences","score":0.4819193184375763},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.47220951318740845},{"id":"https://openalex.org/keywords/professional-learning-community","display_name":"Professional learning community","score":0.45343533158302307},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.44240570068359375},{"id":"https://openalex.org/keywords/collaborative-learning","display_name":"Collaborative learning","score":0.4381258487701416},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3901588022708893},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.38495978713035583},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.37037503719329834},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2772946357727051}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7097740769386292},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6781216859817505},{"id":"https://openalex.org/C2989099063","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Learning design","level":2,"score":0.6730449795722961},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4905950129032135},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.4819193184375763},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.47220951318740845},{"id":"https://openalex.org/C184827183","wikidata":"https://www.wikidata.org/wiki/Q7248082","display_name":"Professional learning community","level":3,"score":0.45343533158302307},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.44240570068359375},{"id":"https://openalex.org/C138020889","wikidata":"https://www.wikidata.org/wiki/Q2349659","display_name":"Collaborative learning","level":2,"score":0.4381258487701416},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3901588022708893},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.38495978713035583},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.37037503719329834},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2772946357727051},{"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:10.1007/978-3-031-20218-6_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-20218-6_12","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":24,"referenced_works":["https://openalex.org/W1486671765","https://openalex.org/W1847674437","https://openalex.org/W1937849680","https://openalex.org/W2036118520","https://openalex.org/W2069136558","https://openalex.org/W2088512750","https://openalex.org/W2108395214","https://openalex.org/W2159904898","https://openalex.org/W2168156812","https://openalex.org/W2194236406","https://openalex.org/W2288952191","https://openalex.org/W2505064325","https://openalex.org/W2607555983","https://openalex.org/W2768744498","https://openalex.org/W2775120741","https://openalex.org/W2795463480","https://openalex.org/W2800429077","https://openalex.org/W2882979656","https://openalex.org/W2890165996","https://openalex.org/W2892312170","https://openalex.org/W3112725562","https://openalex.org/W3143683491","https://openalex.org/W3198382414","https://openalex.org/W4243932450"],"related_works":["https://openalex.org/W2564303820","https://openalex.org/W2787623774","https://openalex.org/W1982464953","https://openalex.org/W2766654814","https://openalex.org/W2605618116","https://openalex.org/W3111242942","https://openalex.org/W4312750541","https://openalex.org/W1960027447","https://openalex.org/W3138009957","https://openalex.org/W2593415593"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
