{"id":"https://openalex.org/W7214948685","doi":"https://doi.org/10.1109/taee68119.2026.11702157","title":"A Notebook-Driven Workflow for Scalable Spaced-Repetition Content in Electrical Engineering","display_name":"A Notebook-Driven Workflow for Scalable Spaced-Repetition Content in Electrical Engineering","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7214948685","doi":"https://doi.org/10.1109/taee68119.2026.11702157"},"language":"es","primary_location":{"id":"doi:10.1109/taee68119.2026.11702157","doi":"https://doi.org/10.1109/taee68119.2026.11702157","is_oa":true,"landing_page_url":"https://doi.org/10.1109/taee68119.2026.11702157","pdf_url":null,"source":{"id":"https://openalex.org/S4363608387","display_name":"Congreso de Tecnolog\u00eda, Aprendizaje y Ense\u00f1anza de la Electr\u00f3nica (TAEE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 XVII Congreso Internacional Tecnolog\u00eda Aprendizaje y Ense\u00f1anza de la Electr\u00f3nica (TAEE)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/taee68119.2026.11702157","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108212005","display_name":"Pablo Benavente","orcid":"https://orcid.org/0009-0005-6698-2873","observed_orcids":["https://orcid.org/0009-0005-6698-2873"]},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. Benavente","raw_affiliation_strings":["Universidad de Cantabria"],"raw_orcid":"https://orcid.org/0009-0005-6698-2873","affiliations":[{"raw_affiliation_string":"Universidad de Cantabria","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114390836","display_name":"E. Sainz-Ortiz","orcid":"https://orcid.org/0009-0005-3638-1719","observed_orcids":["https://orcid.org/0009-0005-3638-1719"]},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"E. Sainz-Ortiz","raw_affiliation_strings":["Universidad de Cantabria"],"raw_orcid":"https://orcid.org/0009-0005-3638-1719","affiliations":[{"raw_affiliation_string":"Universidad de Cantabria","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116296386","display_name":"Luis Vejo","orcid":"https://orcid.org/0009-0006-1093-3957","observed_orcids":["https://orcid.org/0009-0006-1093-3957"]},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"L. Vejo","raw_affiliation_strings":["Universidad de Cantabria"],"raw_orcid":"https://orcid.org/0009-0006-1093-3957","affiliations":[{"raw_affiliation_string":"Universidad de Cantabria","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001800569","display_name":"Sergio Bustamante","orcid":"https://orcid.org/0000-0001-7691-6187","observed_orcids":["https://orcid.org/0000-0001-7691-6187"]},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"S. Bustamante","raw_affiliation_strings":["Universidad de Cantabria"],"raw_orcid":"https://orcid.org/0000-0001-7691-6187","affiliations":[{"raw_affiliation_string":"Universidad de Cantabria","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075411607","display_name":"Alberto Laso","orcid":"https://orcid.org/0000-0003-3751-7305","observed_orcids":["https://orcid.org/0000-0003-3751-7305"]},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Laso","raw_affiliation_strings":["Universidad de Cantabria"],"raw_orcid":"https://orcid.org/0000-0003-3751-7305","affiliations":[{"raw_affiliation_string":"Universidad de Cantabria","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031862395","display_name":"Raquel Mart\u00ednez","orcid":"https://orcid.org/0000-0002-0278-2785","observed_orcids":["https://orcid.org/0000-0002-0278-2785"]},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"R. Martinez","raw_affiliation_strings":["Universidad de Cantabria"],"raw_orcid":"https://orcid.org/0000-0002-0278-2785","affiliations":[{"raw_affiliation_string":"Universidad de Cantabria","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005386138","display_name":"Alberto Arroyo","orcid":"https://orcid.org/0000-0002-6045-2610","observed_orcids":["https://orcid.org/0000-0002-6045-2610"]},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Arroyo","raw_affiliation_strings":["Universidad de Cantabria"],"raw_orcid":"https://orcid.org/0000-0002-6045-2610","affiliations":[{"raw_affiliation_string":"Universidad de Cantabria","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015070897","display_name":"Pablo Castro","orcid":"https://orcid.org/0000-0003-4276-4909","observed_orcids":["https://orcid.org/0000-0003-4276-4909"]},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"P. Castro","raw_affiliation_strings":["Universidad de Cantabria"],"raw_orcid":"https://orcid.org/0000-0003-4276-4909","affiliations":[{"raw_affiliation_string":"Universidad de Cantabria","institution_ids":["https://openalex.org/I13134134"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039413580","display_name":"M. Ma\u00f1ana","orcid":"https://orcid.org/0000-0001-6886-8170","observed_orcids":["https://orcid.org/0000-0001-6886-8170"]},"institutions":[{"id":"https://openalex.org/I13134134","display_name":"Universidad de Cantabria","ror":"https://ror.org/046ffzj20","country_code":"ES","type":"education","lineage":["https://openalex.org/I13134134"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Manana","raw_affiliation_strings":["Universidad de Cantabria"],"raw_orcid":"https://orcid.org/0000-0001-6886-8170","affiliations":[{"raw_affiliation_string":"Universidad de Cantabria","institution_ids":["https://openalex.org/I13134134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I13134134"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.15109999477863312,"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":0.15109999477863312,"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/T14025","display_name":"Educational Technology and Assessment","score":0.11490000039339066,"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/T12171","display_name":"Open Education and E-Learning","score":0.08799999952316284,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/spaced-repetition","display_name":"spaced repetition","score":0.8069999814033508},{"id":"https://openalex.org/keywords/flashcards","display_name":"flashcards","score":0.9440000057220459},{"id":"https://openalex.org/keywords/anki","display_name":"Anki","score":0.8640000224113464},{"id":"https://openalex.org/keywords/jupyter-notebooks","display_name":"Jupyter notebooks","score":0.8730000257492065},{"id":"https://openalex.org/keywords/spreadsheet-templates","display_name":"spreadsheet templates","score":0.6639999747276306},{"id":"https://openalex.org/keywords/electrical-engineering-education","display_name":"electrical engineering education","score":0.8230000138282776},{"id":"https://openalex.org/keywords/media-management","display_name":"media management","score":0.7739999890327454},{"id":"https://openalex.org/keywords/long-term-retention","display_name":"long-term retention","score":0.7139999866485596}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7095000147819519},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5604000091552734},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5182999968528748},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4147000014781952},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3855000138282776},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.3598000109195709},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.33009999990463257},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.31790000200271606},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3165000081062317},{"id":"https://openalex.org/C40293303","wikidata":"https://www.wikidata.org/wiki/Q27137","display_name":"Electric power","level":3,"score":0.3000999987125397},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.29120001196861267},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.2782999873161316},{"id":"https://openalex.org/C147494362","wikidata":"https://www.wikidata.org/wiki/Q2078905","display_name":"Troubleshooting","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2678999900817871},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2660999894142151},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.26589998602867126},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.2623000144958496}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taee68119.2026.11702157","doi":"https://doi.org/10.1109/taee68119.2026.11702157","is_oa":true,"landing_page_url":"https://doi.org/10.1109/taee68119.2026.11702157","pdf_url":null,"source":{"id":"https://openalex.org/S4363608387","display_name":"Congreso de Tecnolog\u00eda, Aprendizaje y Ense\u00f1anza de la Electr\u00f3nica (TAEE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 XVII Congreso Internacional Tecnolog\u00eda Aprendizaje y Ense\u00f1anza de la Electr\u00f3nica (TAEE)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/taee68119.2026.11702157","doi":"https://doi.org/10.1109/taee68119.2026.11702157","is_oa":true,"landing_page_url":"https://doi.org/10.1109/taee68119.2026.11702157","pdf_url":null,"source":{"id":"https://openalex.org/S4363608387","display_name":"Congreso de Tecnolog\u00eda, Aprendizaje y Ense\u00f1anza de la Electr\u00f3nica (TAEE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 XVII Congreso Internacional Tecnolog\u00eda Aprendizaje y Ense\u00f1anza de la Electr\u00f3nica (TAEE)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.9235000014305115}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2049428464","https://openalex.org/W2153268848","https://openalex.org/W2172044265","https://openalex.org/W2310690298","https://openalex.org/W4294783584"],"related_works":["https://openalex.org/W7203875600","https://openalex.org/W7152719416","https://openalex.org/W4412356671","https://openalex.org/W2242427575","https://openalex.org/W2243250667","https://openalex.org/W2555139614","https://openalex.org/W2735087505","https://openalex.org/W7203933904","https://openalex.org/W7203925524","https://openalex.org/W7203924551"],"abstract_inverted_index":{"Spaced-repetition":[0],"systems":[1],"(SRS)":[2],"and":[3,31,89,99,120,138],"digital":[4],"flashcards":[5],"are":[6],"strongly":[7],"associated":[8],"with":[9],"improved":[10],"long-term":[11],"retention,":[12],"yet":[13],"their":[14],"systematic":[15],"adoption":[16],"in":[17,140],"technical":[18],"university":[19],"courses":[20],"is":[21,54,128],"often":[22],"limited":[23],"by":[24],"the":[25,65,77],"authoring":[26,131],"overhead":[27],"required":[28],"to":[29,103,134],"create":[30],"maintain":[32],"large,":[33],"media-rich":[34],"question":[35],"banks.":[36],"This":[37],"paper":[38],"describes":[39],"a":[40,48,58,72,91,129],"notebook-driven":[41],"workflow":[42,108],"that":[43,75,95],"generates":[44],"Anki-compatible":[45],"decks":[46],"from":[47],"structured":[49],"spreadsheet":[50],"template.":[51],"The":[52,107,126],"contribution":[53],"primarily":[55],"technical:":[56],"(i)":[57],"formally":[59],"specified":[60],"workbook":[61,78],"schema":[62],"used":[63],"as":[64],"canonical":[66],"representation":[67],"of":[68],"flashcard":[69,136],"content;":[70],"(ii)":[71],"Jupyter":[73],"notebook":[74],"compiles":[76],"into":[79],"an":[80],"Anki":[81],"import":[82],"file":[83],"while":[84],"preserving":[85],"HTML-based":[86],"image":[87],"embeddings;":[88],"(iii)":[90],"lightweight":[92],"media-management":[93],"routine":[94],"extracts":[96],"referenced":[97],"assets":[98],"optionally":[100],"normalises":[101],"filenames":[102],"reduce":[104],"broken":[105],"links.":[106],"supports":[109],"course-level":[110],"reuse":[111],"through":[112,123],"explicit":[113],"configuration,":[114],"topic-level":[115],"modularity":[116],"via":[117],"multi-sheet":[118],"workbooks,":[119],"record":[121],"traceability":[122],"stable":[124],"identifiers.":[125],"result":[127],"pragmatic":[130],"pipeline":[132],"intended":[133],"scale":[135],"production":[137],"maintenance":[139],"Electrical":[141],"Engineering":[142],"curricula.":[143]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-01T00:00:00"}
