{"id":"https://openalex.org/W3164826292","doi":"https://doi.org/10.1007/s40593-021-00253-3","title":"Knowledge-Based Design Analytics for Authoring Courses with Smart Learning Content","display_name":"Knowledge-Based Design Analytics for Authoring Courses with Smart Learning Content","publication_year":2021,"publication_date":"2021-05-21","ids":{"openalex":"https://openalex.org/W3164826292","doi":"https://doi.org/10.1007/s40593-021-00253-3","mag":"3164826292"},"language":"en","primary_location":{"id":"doi:10.1007/s40593-021-00253-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-021-00253-3","pdf_url":null,"source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"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":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},"type":"article","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/A5025198414","display_name":"Laia Alb\u00f3","orcid":"https://orcid.org/0000-0002-7568-9178"},"institutions":[{"id":"https://openalex.org/I170486558","display_name":"Universitat Pompeu Fabra","ror":"https://ror.org/04n0g0b29","country_code":"ES","type":"education","lineage":["https://openalex.org/I170486558"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Laia Alb\u00f3","raw_affiliation_strings":["Department of Information and Communications Technologies, Universitat Pompeu Fabra, Roc Boronat, 138, 08018, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communications Technologies, Universitat Pompeu Fabra, Roc Boronat, 138, 08018, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001255539","display_name":"Jordan Barria-Pineda","orcid":"https://orcid.org/0000-0002-4961-4818"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jordan Barria-Pineda","raw_affiliation_strings":["School of Computing and Information, University of Pittsburgh, 135 N. Bellefield Ave, Pittsburgh, 15213, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information, University of Pittsburgh, 135 N. Bellefield Ave, Pittsburgh, 15213, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037674585","display_name":"Peter Brusilovsky","orcid":"https://orcid.org/0000-0002-1902-1464"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter Brusilovsky","raw_affiliation_strings":["School of Computing and Information, University of Pittsburgh, 135 N. Bellefield Ave, Pittsburgh, 15213, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing and Information, University of Pittsburgh, 135 N. Bellefield Ave, Pittsburgh, 15213, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"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":"Universitat Pompeu Fabra","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":["Department of Information and Communications Technologies, Universitat Pompeu Fabra, Roc Boronat, 138, 08018, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communications Technologies, Universitat Pompeu Fabra, Roc Boronat, 138, 08018, Barcelona, Spain","institution_ids":["https://openalex.org/I170486558"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025198414"],"corresponding_institution_ids":["https://openalex.org/I170486558"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":3.1558,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.92020276,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"32","issue":"1","first_page":"4","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.998199999332428,"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":0.998199999332428,"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/T10799","display_name":"Data Visualization and Analytics","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9876999855041504,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7884187698364258},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7442277669906616},{"id":"https://openalex.org/keywords/instructional-design","display_name":"Instructional design","score":0.594095766544342},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5586475133895874},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5281541347503662},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.45376741886138916},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.43436360359191895},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.42401784658432007},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.4199822247028351},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.38225629925727844},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.36121711134910583},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.31469130516052246},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16102010011672974},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.12178292870521545},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.0939260721206665}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7884187698364258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7442277669906616},{"id":"https://openalex.org/C159456220","wikidata":"https://www.wikidata.org/wiki/Q667334","display_name":"Instructional design","level":2,"score":0.594095766544342},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5586475133895874},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5281541347503662},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.45376741886138916},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.43436360359191895},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.42401784658432007},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.4199822247028351},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.38225629925727844},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.36121711134910583},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.31469130516052246},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16102010011672974},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.12178292870521545},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0939260721206665},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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":2,"locations":[{"id":"doi:10.1007/s40593-021-00253-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40593-021-00253-3","pdf_url":null,"source":{"id":"https://openalex.org/S171267539","display_name":"International Journal of Artificial Intelligence in Education","issn_l":"1560-4292","issn":["1560-4292","1560-4306"],"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":"International Journal of Artificial Intelligence in Education","raw_type":"journal-article"},{"id":"pmh:oai:repositori-api.upf.edu:10230/47654","is_oa":false,"landing_page_url":"http://hdl.handle.net/10230/47654","pdf_url":null,"source":{"id":"https://openalex.org/S4306402615","display_name":"Repositori digital de la UPF (Universitat Pompeu Fabra)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I170486558","host_organization_name":"Universitat Pompeu Fabra","host_organization_lineage":["https://openalex.org/I170486558"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/acceptedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G1143703731","display_name":null,"funder_award_id":"MDM-2015-0502","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G4535938216","display_name":null,"funder_award_id":"TIN2014-53199-C3-3-R","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G495183660","display_name":null,"funder_award_id":"1740775","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6590259264","display_name":null,"funder_award_id":"TIN2017-85179-C3-3-R","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G90595171","display_name":null,"funder_award_id":"CoT project, 100010434","funder_id":"https://openalex.org/F4320312058","funder_display_name":"\u201cla Caixa\u201d Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320312058","display_name":"\u201cla Caixa\u201d Foundation","ror":"https://ror.org/03zhx9h04"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W84457240","https://openalex.org/W125468755","https://openalex.org/W1164942782","https://openalex.org/W1535682146","https://openalex.org/W1538179186","https://openalex.org/W1590073218","https://openalex.org/W1710333953","https://openalex.org/W1827352510","https://openalex.org/W1872368966","https://openalex.org/W1971781829","https://openalex.org/W1980091558","https://openalex.org/W1982866217","https://openalex.org/W2019944300","https://openalex.org/W2039019646","https://openalex.org/W2066320173","https://openalex.org/W2081686431","https://openalex.org/W2086870514","https://openalex.org/W2112369742","https://openalex.org/W2113051326","https://openalex.org/W2137083504","https://openalex.org/W2151905266","https://openalex.org/W2280434315","https://openalex.org/W2506452353","https://openalex.org/W2569897526","https://openalex.org/W2583650995","https://openalex.org/W2588818222","https://openalex.org/W2730520256","https://openalex.org/W2745945089","https://openalex.org/W2781021131","https://openalex.org/W2795915595","https://openalex.org/W2811238765","https://openalex.org/W2882979656","https://openalex.org/W2887544384","https://openalex.org/W2887685595","https://openalex.org/W2888491142","https://openalex.org/W2890165996","https://openalex.org/W2900974709","https://openalex.org/W2905430965","https://openalex.org/W2971779233","https://openalex.org/W2972506825","https://openalex.org/W3009218590","https://openalex.org/W3012466341"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2768832457","https://openalex.org/W2804624249","https://openalex.org/W605203981","https://openalex.org/W4210310791","https://openalex.org/W2560130217","https://openalex.org/W2911048623","https://openalex.org/W3025951784"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6}],"updated_date":"2026-03-05T07:30:30.508283","created_date":"2025-10-10T00:00:00"}
