{"id":"https://openalex.org/W2803598303","doi":"https://doi.org/10.1109/educon.2018.8363421","title":"Supporting competence-based learning with visual learning analytics and recommendations","display_name":"Supporting competence-based learning with visual learning analytics and recommendations","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2803598303","doi":"https://doi.org/10.1109/educon.2018.8363421","mag":"2803598303"},"language":"en","primary_location":{"id":"doi:10.1109/educon.2018.8363421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2018.8363421","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"},"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/A5063413281","display_name":"Mikel Villamafle","orcid":null},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mikel Villamafle","raw_affiliation_strings":["Universidad del Pais Vasco, Bilbao, Pa\u00eds Vasco, ES"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad del Pais Vasco, Bilbao, Pa\u00eds Vasco, ES","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058066132","display_name":"Ainhoa \u00c1lvarez","orcid":"https://orcid.org/0000-0003-0735-5958"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ainhoa Alvarez","raw_affiliation_strings":["Department of Computer Languages and Systems, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Systems, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031033934","display_name":"Mikel Larra\u00f1aga","orcid":"https://orcid.org/0000-0001-9727-1197"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mikel Larranaga","raw_affiliation_strings":["Department of Computer Languages and Systems, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Languages and Systems, University of the Basque Country UPV/EHU, Vitoria-Gasteiz, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1572","last_page":"1575"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9988999962806702,"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":0.9988999962806702,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9667999744415283,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7686041593551636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6858222484588623},{"id":"https://openalex.org/keywords/competence","display_name":"Competence (human resources)","score":0.664354681968689},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4352778494358063},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.255321204662323},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.25480061769485474}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7686041593551636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6858222484588623},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.664354681968689},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4352778494358063},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.255321204662323},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.25480061769485474},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon.2018.8363421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2018.8363421","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W41622561","https://openalex.org/W823618227","https://openalex.org/W1876528170","https://openalex.org/W1959691478","https://openalex.org/W2001798601","https://openalex.org/W2015040676","https://openalex.org/W2034717248","https://openalex.org/W2078202630","https://openalex.org/W2135995390","https://openalex.org/W2342637743","https://openalex.org/W2768880409","https://openalex.org/W2951243131","https://openalex.org/W4233478905","https://openalex.org/W4238974280","https://openalex.org/W4246281578"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655","https://openalex.org/W2359140296"],"abstract_inverted_index":{"Currently,":[0],"competence-based":[1,31,47],"learning":[2,25,48,52,68],"is":[3],"becoming":[4],"very":[5],"popular":[6],"and":[7,24,49,54,63,69],"systems":[8,18],"that":[9,45],"support":[10],"this":[11,34],"process":[12],"are":[13],"needed.":[14],"Technology":[15],"enhanced":[16],"educational":[17],"can":[19],"notably":[20],"improve":[21],"the":[22,28,61,67],"teaching":[23,70],"processes":[26],"in":[27,57],"context":[29],"of":[30],"learning.":[32],"In":[33],"paper,":[35],"we":[36],"present":[37],"a":[38],"system":[39],"called":[40],"COBLE":[41],"(Competence-Based":[42],"Learning":[43],"Environment)":[44],"supports":[46],"combines":[50],"visual":[51],"analytics":[53],"recommendation":[55],"aspects":[56],"order":[58],"to":[59],"promote":[60],"students'":[62],"lecturers'":[64],"self-reflection":[65],"about":[66],"processes.":[71]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}