{"id":"https://openalex.org/W2029112453","doi":"https://doi.org/10.1145/2723576.2723628","title":"A process mining approach to linking the study of aptitude and event facets of self-regulated learning","display_name":"A process mining approach to linking the study of aptitude and event facets of self-regulated learning","publication_year":2015,"publication_date":"2015-03-16","ids":{"openalex":"https://openalex.org/W2029112453","doi":"https://doi.org/10.1145/2723576.2723628","mag":"2029112453"},"language":"en","primary_location":{"id":"doi:10.1145/2723576.2723628","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2723576.2723628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth International Conference on Learning Analytics And Knowledge","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.research.ed.ac.uk/en/publications/74643340-5377-43c0-bc0c-07a2229d0d38","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016132406","display_name":"Sanam Shirazi Beheshitha","orcid":null},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sanam Shirazi Beheshitha","raw_affiliation_strings":["Simon Fraser University, Burnaby, Canada","( Simon Fraser University Burnaby Canada )"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"( Simon Fraser University Burnaby Canada )","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036855560","display_name":"Dragan Ga\u0161evi\u0107","orcid":"https://orcid.org/0000-0001-9265-1908"},"institutions":[{"id":"https://openalex.org/I86897205","display_name":"Athabasca University","ror":"https://ror.org/01y3xgc52","country_code":"CA","type":"education","lineage":["https://openalex.org/I86897205"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dragan Ga\u0161evi\u0107","raw_affiliation_strings":["Athabasca University, Athabasca, Canada","Athabasca University, Athabasca, Canada,"],"affiliations":[{"raw_affiliation_string":"Athabasca University, Athabasca, Canada","institution_ids":["https://openalex.org/I86897205"]},{"raw_affiliation_string":"Athabasca University, Athabasca, Canada,","institution_ids":["https://openalex.org/I86897205"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051581150","display_name":"Marek Hatala","orcid":"https://orcid.org/0000-0001-7418-9529"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Marek Hatala","raw_affiliation_strings":["Simon Fraser University, Burnaby, Canada","( Simon Fraser University Burnaby Canada )"],"affiliations":[{"raw_affiliation_string":"Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"( Simon Fraser University Burnaby Canada )","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016132406"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":5.8634,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.95572358,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"265","last_page":"269"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9918000102043152,"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":0.9918000102043152,"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/T12594","display_name":"Collaboration in agile enterprises","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T12028","display_name":"Knowledge Management and Sharing","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/aptitude","display_name":"Aptitude","score":0.6235995888710022},{"id":"https://openalex.org/keywords/self-regulated-learning","display_name":"Self-regulated learning","score":0.5980474352836609},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5922348499298096},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5219019055366516},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.46212100982666016},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4554332196712494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.450577050447464},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4431351125240326},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41834020614624023},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.31322649121284485},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19422867894172668},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.16926249861717224},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.12490537762641907},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.08231747150421143},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.07134541869163513}],"concepts":[{"id":"https://openalex.org/C48561166","wikidata":"https://www.wikidata.org/wiki/Q1347367","display_name":"Aptitude","level":2,"score":0.6235995888710022},{"id":"https://openalex.org/C2776503756","wikidata":"https://www.wikidata.org/wiki/Q1424497","display_name":"Self-regulated learning","level":2,"score":0.5980474352836609},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5922348499298096},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5219019055366516},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.46212100982666016},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4554332196712494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.450577050447464},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4431351125240326},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41834020614624023},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.31322649121284485},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19422867894172668},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.16926249861717224},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.12490537762641907},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.08231747150421143},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.07134541869163513},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"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":3,"locations":[{"id":"doi:10.1145/2723576.2723628","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2723576.2723628","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fifth International Conference on Learning Analytics And Knowledge","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/74643340-5377-43c0-bc0c-07a2229d0d38","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/74643340-5377-43c0-bc0c-07a2229d0d38","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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":"Shirazi, S, Gasevic, D & Hatala, M 2015, A Process Mining Approach to Linking the Study of Aptitude and Event Facets of Self-regulated Learning. in Proceedings of the 5th International Conference on Learning Analytics & Knowledge (LAK 2015). New York, NY, USA, pp. 265-269. https://doi.org/10.1145/2723576.2723628","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.ed.ac.uk:publications/74643340-5377-43c0-bc0c-07a2229d0d38","is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.11820/74643340-5377-43c0-bc0c-07a2229d0d38","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.ed.ac.uk:openaire/74643340-5377-43c0-bc0c-07a2229d0d38","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/74643340-5377-43c0-bc0c-07a2229d0d38","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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":"Shirazi, S, Gasevic, D & Hatala, M 2015, A Process Mining Approach to Linking the Study of Aptitude and Event Facets of Self-regulated Learning. in Proceedings of the 5th International Conference on Learning Analytics & Knowledge (LAK 2015). New York, NY, USA, pp. 265-269. https://doi.org/10.1145/2723576.2723628","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W196661881","https://openalex.org/W1508056119","https://openalex.org/W1521528155","https://openalex.org/W1775995898","https://openalex.org/W1931773436","https://openalex.org/W1980887535","https://openalex.org/W2003786986","https://openalex.org/W2021779044","https://openalex.org/W2026539857","https://openalex.org/W2038934128","https://openalex.org/W2041208446","https://openalex.org/W2056855771","https://openalex.org/W2057436900","https://openalex.org/W2059457734","https://openalex.org/W2068050158","https://openalex.org/W2083107848","https://openalex.org/W2084773745","https://openalex.org/W2111371909","https://openalex.org/W2114184575","https://openalex.org/W2129062063","https://openalex.org/W2157565254","https://openalex.org/W2164185374","https://openalex.org/W2168569455","https://openalex.org/W2238870697","https://openalex.org/W2920253877","https://openalex.org/W3010879926","https://openalex.org/W6638164167","https://openalex.org/W6759852189"],"related_works":["https://openalex.org/W2803665422","https://openalex.org/W2372640635","https://openalex.org/W2380888041","https://openalex.org/W4232844693","https://openalex.org/W4378188944","https://openalex.org/W2895564677","https://openalex.org/W4384526091","https://openalex.org/W2003004301","https://openalex.org/W4321788269","https://openalex.org/W1921389573"],"abstract_inverted_index":{"Research":[0],"on":[1],"self-regulated":[2,9,16,52],"learning":[3,10,17],"has":[4],"taken":[5],"main":[6],"two":[7],"paths:":[8],"as":[11,18],"aptitudes":[12,39],"and":[13,44,48,63],"more":[14],"recently,":[15],"events.":[19],"This":[20],"paper":[21],"proposes":[22],"the":[23,26,34,61,64],"use":[24],"of":[25],"Fuzzy":[27],"miner":[28],"process":[29],"mining":[30],"technique":[31],"to":[32,46,59],"examine":[33],"relationship":[35],"between":[36],"students'":[37],"self-reported":[38],"(i.e.,":[40],"achievement":[41],"goal":[42],"orientation":[43],"approaches":[45],"learning)":[47],"strategies":[49],"followed":[50],"in":[51],"learning.":[53],"A":[54],"pilot":[55],"study":[56],"is":[57],"conducted":[58],"probe":[60],"method":[62],"preliminary":[65],"results":[66],"are":[67],"reported.":[68]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
