{"id":"https://openalex.org/W2032365340","doi":"https://doi.org/10.1007/s00779-013-0751-2","title":"Learning dashboards: an overview and future research opportunities","display_name":"Learning dashboards: an overview and future research opportunities","publication_year":2013,"publication_date":"2013-11-15","ids":{"openalex":"https://openalex.org/W2032365340","doi":"https://doi.org/10.1007/s00779-013-0751-2","mag":"2032365340"},"language":"en","primary_location":{"id":"doi:10.1007/s00779-013-0751-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00779-013-0751-2","pdf_url":null,"source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Personal and Ubiquitous Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/123456789/440777","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076331387","display_name":"Katrien Verbert","orcid":"https://orcid.org/0000-0001-6699-7710"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE","NL"],"is_corresponding":false,"raw_author_name":"Katrien Verbert","raw_affiliation_strings":["Department of Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands","Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108352680","display_name":"Sten Govaerts","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE","CH"],"is_corresponding":false,"raw_author_name":"Sten Govaerts","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium","School of Engineering, EPFL, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"School of Engineering, EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111697087","display_name":"Erik Duval","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Erik Duval","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068217114","display_name":"Jos\u00e9 Luis Santos","orcid":"https://orcid.org/0000-0003-2895-0369"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jose Luis Santos","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044073905","display_name":"Frans Van Assche","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Frans Van Assche","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040890273","display_name":"Gonzalo Parra","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Gonzalo Parra","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050227538","display_name":"Joris Klerkx","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Joris Klerkx","raw_affiliation_strings":["Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Celestijnenlaan 200A, 3000, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5111697087"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":30.5574,"has_fulltext":false,"cited_by_count":444,"citation_normalized_percentile":{"value":0.99624394,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9993000030517578,"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":0.9993000030517578,"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/T11370","display_name":"Mobile Learning in Education","score":0.9965000152587891,"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/T10731","display_name":"Educational Games and Gamification","score":0.9954000115394592,"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":0.8311998844146729},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8190110921859741},{"id":"https://openalex.org/keywords/dashboard","display_name":"Dashboard","score":0.7888001203536987},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6364552974700928},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6097651720046997},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.5613876581192017},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.49445009231567383},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.46417924761772156},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4299830198287964},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3409937918186188},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.32663464546203613}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.8311998844146729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8190110921859741},{"id":"https://openalex.org/C33499554","wikidata":"https://www.wikidata.org/wiki/Q1417134","display_name":"Dashboard","level":2,"score":0.7888001203536987},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6364552974700928},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6097651720046997},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.5613876581192017},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.49445009231567383},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.46417924761772156},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4299830198287964},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3409937918186188},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32663464546203613},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1007/s00779-013-0751-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00779-013-0751-2","pdf_url":null,"source":{"id":"https://openalex.org/S58126648","display_name":"Personal and Ubiquitous Computing","issn_l":"1617-4909","issn":["1617-4909","1617-4917"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Personal and Ubiquitous Computing","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/69fa8ead-a8a5-43eb-a19b-356d3bcdd08a","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/69fa8ead-a8a5-43eb-a19b-356d3bcdd08a","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Verbert, K, Govaerts, S, Duval, E, Santos, J L, Van Assche, F, Parra, G & Klerkx, J 2014, 'Learning dashboards : an overview and future research opportunities', Personal and Ubiquitous Computing, vol. 18, no. 6, pp. 1499-1514. https://doi.org/10.1007/s00779-013-0751-2","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/440777","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/440777","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Personal and Ubiquitous Computing, vol. 18 (6), Art.No. 6, (1499-1514)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:762670","is_oa":false,"landing_page_url":"http://library.tue.nl/csp/dare/LinkToRepository.csp?recordnumber=762670","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"ISSN:1617-4909","raw_type":"Article / Letter to the editor"},{"id":"pmh:oai:infoscience.epfl.ch:201148","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/201148","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":"Text"},{"id":"pmh:oai:library.tue.nl:762670","is_oa":false,"landing_page_url":"http://repository.tue.nl/762670","pdf_url":null,"source":{"id":"https://openalex.org/S4406923046","display_name":"TU/e Research Portal (Eindhoven University of Technology)","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":"ISSN:1617-4909","raw_type":"Article / Letter to the editor"},{"id":"pmh:tue:oai:pure.tue.nl:publications/69fa8ead-a8a5-43eb-a19b-356d3bcdd08a","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/69fa8ead-a8a5-43eb-a19b-356d3bcdd08a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Personal and Ubiquitous Computing, 18(6), 1499 - 1514. Springer","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/440777","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/440777","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Personal and Ubiquitous Computing, vol. 18 (6), Art.No. 6, (1499-1514)","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6299999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W2487628","https://openalex.org/W13412013","https://openalex.org/W25438086","https://openalex.org/W40905251","https://openalex.org/W149549825","https://openalex.org/W586470019","https://openalex.org/W1496991815","https://openalex.org/W1501977282","https://openalex.org/W1504545561","https://openalex.org/W1533914121","https://openalex.org/W1588717271","https://openalex.org/W1602338614","https://openalex.org/W1811501602","https://openalex.org/W1931681975","https://openalex.org/W1966327174","https://openalex.org/W1982868893","https://openalex.org/W1985271641","https://openalex.org/W1992860409","https://openalex.org/W1994521437","https://openalex.org/W1996246631","https://openalex.org/W2002053017","https://openalex.org/W2035414309","https://openalex.org/W2041527853","https://openalex.org/W2051209805","https://openalex.org/W2060393383","https://openalex.org/W2066266542","https://openalex.org/W2071097428","https://openalex.org/W2079966199","https://openalex.org/W2092170583","https://openalex.org/W2097529720","https://openalex.org/W2097967902","https://openalex.org/W2102243141","https://openalex.org/W2117772101","https://openalex.org/W2119455182","https://openalex.org/W2125908557","https://openalex.org/W2127418831","https://openalex.org/W2128070164","https://openalex.org/W2144611916","https://openalex.org/W2147489905","https://openalex.org/W2152053836","https://openalex.org/W2153567171","https://openalex.org/W2161000195","https://openalex.org/W2162777223","https://openalex.org/W2166827969","https://openalex.org/W2182765127","https://openalex.org/W2284279338","https://openalex.org/W2317171724","https://openalex.org/W2522544134","https://openalex.org/W2619369406","https://openalex.org/W2741621404","https://openalex.org/W2887473449"],"related_works":["https://openalex.org/W3034267728","https://openalex.org/W3134741836","https://openalex.org/W4379434981","https://openalex.org/W2588291961","https://openalex.org/W2594203497","https://openalex.org/W4225907471","https://openalex.org/W4321608238","https://openalex.org/W2113723816","https://openalex.org/W4312251268","https://openalex.org/W3149853082"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":47},{"year":2022,"cited_by_count":29},{"year":2021,"cited_by_count":53},{"year":2020,"cited_by_count":39},{"year":2019,"cited_by_count":77},{"year":2018,"cited_by_count":36},{"year":2017,"cited_by_count":55},{"year":2016,"cited_by_count":34},{"year":2015,"cited_by_count":18},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-10-10T00:00:00"}