{"id":"https://openalex.org/W7140186717","doi":"https://doi.org/10.5281/zenodo.18793674","title":"ISILA Piloting curated xAPI dataset","display_name":"ISILA Piloting curated xAPI dataset","publication_year":2025,"publication_date":"2025-09-15","ids":{"openalex":"https://openalex.org/W7140186717","doi":"https://doi.org/10.5281/zenodo.18793674"},"language":null,"primary_location":{"id":"doi:10.5281/zenodo.18793674","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.18793674","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.18793674","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"L\u00f3pez-Pernas, Sonsoles","orcid":"https://orcid.org/0000-0002-9621-1392"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210107997","display_name":"Finland University","ror":"https://ror.org/014rks409","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210107997"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"L\u00f3pez-Pernas, Sonsoles","raw_affiliation_strings":["University of Eastern Finland"],"raw_orcid":"https://orcid.org/0000-0002-9621-1392","affiliations":[{"raw_affiliation_string":"University of Eastern Finland","institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210107997"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jovic, Jovana","orcid":"https://orcid.org/0000-0002-4204-0233"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jovic, Jovana","raw_affiliation_strings":["Metropolitan University"],"raw_orcid":"https://orcid.org/0000-0002-4204-0233","affiliations":[{"raw_affiliation_string":"Metropolitan University","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Conde, Miguel A.","orcid":"https://orcid.org/0000-0001-5881-7775"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]},{"id":"https://openalex.org/I4210139291","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/040r3xq19","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210139291"]}],"countries":["ES","MX"],"is_corresponding":false,"raw_author_name":"Conde, Miguel A.","raw_affiliation_strings":["Universidad de Salamanca","Universidad de Le\u00f3n"],"raw_orcid":"https://orcid.org/0000-0001-5881-7775","affiliations":[{"raw_affiliation_string":"Universidad de Salamanca","institution_ids":["https://openalex.org/I184999862"]},{"raw_affiliation_string":"Universidad de Le\u00f3n","institution_ids":["https://openalex.org/I4210139291"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yordanova, Tanya","orcid":"https://orcid.org/0009-0000-8445-7443"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yordanova, Tanya","raw_affiliation_strings":["Sofia University \"St. Kliment Ohridski\""],"raw_orcid":"https://orcid.org/0009-0000-8445-7443","affiliations":[{"raw_affiliation_string":"Sofia University \"St. Kliment Ohridski\"","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jovanovic, Jelena","orcid":"https://orcid.org/0000-0002-1904-0446"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Jovanovic, Jelena","raw_affiliation_strings":["University of Belgrade"],"raw_orcid":"https://orcid.org/0000-0002-1904-0446","affiliations":[{"raw_affiliation_string":"University of Belgrade","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Elmoazen, Ramy","orcid":"https://orcid.org/0000-0002-5792-1340"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210107997","display_name":"Finland University","ror":"https://ror.org/014rks409","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210107997"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Elmoazen, Ramy","raw_affiliation_strings":["University of Eastern Finland"],"raw_orcid":"https://orcid.org/0000-0002-5792-1340","affiliations":[{"raw_affiliation_string":"University of Eastern Finland","institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210107997"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Georgiev, Atanas","orcid":"https://orcid.org/0000-0003-1866-4131"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Georgiev, Atanas","raw_affiliation_strings":["Sofia University \"St. Kliment Ohridski\""],"raw_orcid":"https://orcid.org/0000-0003-1866-4131","affiliations":[{"raw_affiliation_string":"Sofia University \"St. Kliment Ohridski\"","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Konstantinov, Oleg","orcid":"https://orcid.org/0000-0002-3259-6262"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Konstantinov, Oleg","raw_affiliation_strings":["Sofia University \"St. Kliment Ohridski\""],"raw_orcid":"https://orcid.org/0000-0002-3259-6262","affiliations":[{"raw_affiliation_string":"Sofia University \"St. Kliment Ohridski\"","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pavlovi\u0107, Olga","orcid":"https://orcid.org/0009-0005-3033-011X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pavlovi\u0107, Olga","raw_affiliation_strings":["Metropolitan University"],"raw_orcid":"https://orcid.org/0009-0005-3033-011X","affiliations":[{"raw_affiliation_string":"Metropolitan University","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Riego del Castillo, Virginia","orcid":"https://orcid.org/0000-0003-3389-0786"},"institutions":[{"id":"https://openalex.org/I4210139291","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/040r3xq19","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210139291"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Riego del Castillo, Virginia","raw_affiliation_strings":["Universidad de Le\u00f3n"],"raw_orcid":"https://orcid.org/0000-0003-3389-0786","affiliations":[{"raw_affiliation_string":"Universidad de Le\u00f3n","institution_ids":["https://openalex.org/I4210139291"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rodr\u00edguez-Sedano, Francisco Jesus","orcid":"https://orcid.org/0000-0001-5909-1566"},"institutions":[{"id":"https://openalex.org/I4210139291","display_name":"Universidad de Le\u00f3n","ror":"https://ror.org/040r3xq19","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210139291"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Rodr\u00edguez-Sedano, Francisco Jesus","raw_affiliation_strings":["Universidad de Le\u00f3n"],"raw_orcid":"https://orcid.org/0000-0001-5909-1566","affiliations":[{"raw_affiliation_string":"Universidad de Le\u00f3n","institution_ids":["https://openalex.org/I4210139291"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Grujic, Andjela","orcid":"https://orcid.org/0009-0009-1098-4246"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Grujic, Andjela","raw_affiliation_strings":["Metropolitan University"],"raw_orcid":"https://orcid.org/0009-0009-1098-4246","affiliations":[{"raw_affiliation_string":"Metropolitan University","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ivanova, Mariya","orcid":"https://orcid.org/0009-0005-5093-6311"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ivanova, Mariya","raw_affiliation_strings":["Sofia University \"St. Kliment Ohridski\""],"raw_orcid":"https://orcid.org/0009-0005-5093-6311","affiliations":[{"raw_affiliation_string":"Sofia University \"St. Kliment Ohridski\"","institution_ids":[]}]},{"author_position":"last","author":{"id":null,"display_name":"Saqr, Mohammed","orcid":"https://orcid.org/0000-0001-5881-3109"},"institutions":[{"id":"https://openalex.org/I175532246","display_name":"University of Eastern Finland","ror":"https://ror.org/00cyydd11","country_code":"FI","type":"education","lineage":["https://openalex.org/I175532246"]},{"id":"https://openalex.org/I4210107997","display_name":"Finland University","ror":"https://ror.org/014rks409","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210107997"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Saqr, Mohammed","raw_affiliation_strings":["University of Eastern Finland"],"raw_orcid":"https://orcid.org/0000-0001-5881-3109","affiliations":[{"raw_affiliation_string":"University of Eastern Finland","institution_ids":["https://openalex.org/I175532246","https://openalex.org/I4210107997"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.7164000272750854},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.6650000214576721},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.44530001282691956},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.42969998717308044},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.41040000319480896},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.39809998869895935},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.3813000023365021},{"id":"https://openalex.org/keywords/data-mapping","display_name":"Data mapping","score":0.3587000072002411},{"id":"https://openalex.org/keywords/data-type","display_name":"Data type","score":0.3452000021934509}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8008999824523926},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.7164000272750854},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.6650000214576721},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4666999876499176},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.44530001282691956},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.42969998717308044},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.41040000319480896},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.39809998869895935},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.3813000023365021},{"id":"https://openalex.org/C137314826","wikidata":"https://www.wikidata.org/wiki/Q2330408","display_name":"Data mapping","level":2,"score":0.3587000072002411},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34700000286102295},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.3452000021934509},{"id":"https://openalex.org/C100463513","wikidata":"https://www.wikidata.org/wiki/Q5227322","display_name":"Data model (GIS)","level":2,"score":0.33629998564720154},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.3357999920845032},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.3278000056743622},{"id":"https://openalex.org/C97250363","wikidata":"https://www.wikidata.org/wiki/Q235557","display_name":"File format","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31369999051094055},{"id":"https://openalex.org/C2777516300","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data discovery","level":3,"score":0.3052000105381012},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.30390000343322754},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29750001430511475},{"id":"https://openalex.org/C2779114481","wikidata":"https://www.wikidata.org/wiki/Q6510117","display_name":"Learning Management","level":2,"score":0.2955999970436096},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.28529998660087585},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C110326360","wikidata":"https://www.wikidata.org/wiki/Q17149476","display_name":"Metadata modeling","level":4,"score":0.2761000096797943},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.26440000534057617},{"id":"https://openalex.org/C2985331491","wikidata":"https://www.wikidata.org/wiki/Q5227298","display_name":"Data format","level":2,"score":0.2531000077724457},{"id":"https://openalex.org/C192800085","wikidata":"https://www.wikidata.org/wiki/Q5258530","display_name":"Semantic interoperability","level":3,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.18793674","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.18793674","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.18793674","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.18793674","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1954989408","display_name":null,"funder_award_id":"2023-1-FI01- KA220-HED-000159757","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0,180],"dataset":[1,59,143,181,512,539,575],"was":[2],"created":[3],"as":[4,74,213],"part":[5],"of":[6,68,126,158,165,178,201,247,253,262,265,464,472,481,522,537,573],"the":[7,41,62,65,124,142,202,233,239,251,333,339,345,365,374,468,477,507,574],"ISILA":[8],"project":[9],"and":[10,24,31,52,64,97,109,120,148,161,176,192,210,224,243,257,286,531,567,582,599,607,616],"brings":[11],"together":[12],"learning":[13,78,88,188,426,526,548],"activity":[14,160,561],"data":[15,27,36,149,174,190,194,209,220,326,334,529,583,595,614],"from":[16,150,355,373,546],"multiple":[17,547],"Learning":[18],"Management":[19,297],"Systems":[20,269,298],"(LMSs)\u2014including":[21],"Canvas,":[22],"Moodle,":[23],"LAMS\u2014with":[25],"complementary":[26],"collected":[28],"through":[29],"surveys":[30],"other":[32],"external":[33],"tools.":[34],"All":[35],"have":[37],"been":[38],"transformed":[39],"into":[40],"Experience":[42],"API":[43],"(xAPI)":[44],"format":[45,237],"in":[46,91,112,135,205,219,235,320,467,506,525,594],"an":[47],"effort":[48,407],"to":[49,76,102,139,184,517,590,608],"enable":[50],"interoperability":[51,581],"unified":[53],"analysis":[54],"across":[55,170,503,602],"heterogeneous":[56],"sources.":[57],"The":[58,163,229,329,511,570],"illustrates":[60],"both":[61],"potential":[63],"practical":[66],"challenges":[67,203],"applying":[69],"a":[70,83,132,154,198,214,488,519],"common":[71],"standard,":[72],"such":[73],"xAPI,":[75],"integrate":[77],"data.":[79],"Although":[80],"xAPI":[81,236],"provides":[82,197],"shared":[84,513],"structure":[85],"for":[86,216,245,381,387,394,400,406,412,418,424,431,437,442,447,452,458,579,613],"representing":[87],"experiences,":[89],"differences":[90,593],"how":[92,592],"LMS":[93],"platforms":[94,549],"generate,":[95],"structure,":[96],"semantically":[98],"encode":[99],"events":[100,254,266,466],"lead":[101],"inconsistencies":[103],"that":[104,541,558],"require":[105],"extensive":[106],"preprocessing,":[107],"mapping,":[108],"interpretation.":[110],"Variations":[111],"logging":[113,600],"granularity,":[114],"event":[115,597],"naming":[116],"conventions,":[117],"user":[118],"identifiers,":[119],"contextual":[121],"metadata":[122],"highlight":[123],"complexity":[125],"achieving":[127],"true":[128],"interoperability,":[129,191],"even":[130],"when":[131],"standard":[133],"is":[134,182,250,540],"place.":[136],"In":[137],"addition":[138],"LMS-derived":[140],"traces,":[141],"incorporates":[144],"weekly":[145,369],"survey":[146,363],"responses":[147],"auxiliary":[151],"tools,":[152],"offering":[153,344],"richer,":[155],"multimodal":[156],"view":[157],"learner":[159,359],"experience.":[162],"integration":[164,584],"these":[166],"sources":[167],"required":[168],"alignment":[169],"differing":[171],"temporal":[172],"resolutions,":[173],"schemas,":[175],"levels":[177],"abstraction.":[179],"intended":[183],"support":[185],"research":[186,523],"on":[187],"analytics,":[189,527],"educational":[193,208,528],"standardization.":[195],"It":[196],"realistic":[199],"example":[200],"involved":[204],"merging":[206],"multi-platform":[207,571],"may":[211],"serve":[212],"benchmark":[215],"developing":[217],"methods":[218,612],"harmonization,":[221],"semantic":[222],"alignment,":[223],"cross-system":[225],"analytics.":[226],"Data":[227,296],"description":[228],"file":[230,330],"isila_all.csv":[231],"contains":[232,332],"activities":[234],"with":[238,550,563],"additional":[240],"fields":[241,341],"University":[242,259],"Course":[244,260],"ease":[246],"use.":[248],"Below":[249],"number":[252,463,471,480],"per":[255,336],"university":[256],"course.":[258],"Number":[261,264],"students":[263],"BMU":[267,272,278],"Distributed":[268],"55":[270],"3942":[271],"Object":[273],"Oriented":[274],"Programming":[275],"71":[276],"7268":[277],"Web":[279],"programming":[280],"79":[281],"2668":[282],"SU":[283,290],"Digital":[284],"Design":[285],"Multimedia":[287],"115":[288],"25882":[289],"Human-computer":[291],"Interaction":[292],"126":[293],"25826":[294],"UEF":[295,301],"60":[299],"20412":[300],"Social":[302],"Network":[303],"Analysis":[304],"78":[305],"8385":[306],"ULe":[307,312],"Computer":[308,313],"Animation":[309],"81":[310],"39638":[311],"Architecture":[314],"99":[315],"42340":[316],"UiB":[317,324],"Basic":[318],"course":[319,346,348],"statistics":[321],"14":[322],"392":[323],"Fantastic":[325],"88":[327],"7192":[328],"isila_weekly.csv":[331],"aggregated":[335],"week,":[337],"including":[338],"following":[340,366],"University:":[342],"institution":[343],"Course:":[347],"identifier/name":[349],"Week:":[350],"normalized":[351],"week":[352,469,478,508],"index":[353],"(starting":[354],"1)":[356],"actor.id:":[357],"anonymized":[358],"identifier":[360],"Concise":[361,375],"SRL":[362,376],"measures:":[364],"variables":[367],"represent":[368],"average":[370,379,385,392,398,404,410,416,422,429,435,440,445,450,456,496],"scores":[371],"derived":[372],"survey.":[377],"Efficient:":[378],"score":[380,386,393,399,405,411,417,423,430,436,441,446,451,457],"perceived":[382,388],"efficiency":[383],"TaskValue:":[384],"task":[389],"value":[390],"Monitoring:":[391],"monitoring":[395],"strategies":[396,460],"Goals:":[397],"goal":[401],"setting":[402],"Effort:":[403],"regulation":[408],"Environment:":[409],"environmental":[413],"structuring":[414],"Help:":[415],"help-seeking":[419],"behavior":[420],"Social:":[421],"social":[425],"aspects":[427],"TimeMgmt:":[428],"time":[432,501],"management":[433],"Motivation:":[434],"motivation":[438],"Anxiety:":[439],"anxiety":[443],"Enjoyment:":[444],"enjoyment":[448],"Feedback:":[449],"feedback":[453],"perception":[454],"Metacognition:":[455],"metacognitive":[459],"Total_events:":[461],"total":[462,500],"recorded":[465],"Days_per_week:":[470],"distinct":[473],"active":[474],"days":[475],"within":[476],"Total_sessions:":[479],"identified":[482],"sessions":[483,505],"(sessions":[484],"are":[485],"defined":[486],"using":[487,618],"15-minute":[489],"inactivity":[490],"threshold,":[491],"i.e.,":[492],"900":[493],"seconds)":[494],"Mean_Sess_Len:":[495],"session":[497],"duration":[498],"Total_time:":[499],"spent":[502],"all":[504],"Potential":[509],"uses":[510],"can":[514,587],"be":[515],"used":[516],"explore":[518],"wide":[520],"range":[521],"questions":[524],"mining,":[530],"technology-enhanced":[532],"learning.":[533],"A":[534],"unique":[535],"feature":[536],"this":[538],"it":[542,555,577,589],"combines":[543],"behavioral":[544],"traces":[545],"self-reported":[551],"measures.":[552],"As":[553],"such,":[554],"enables":[556],"analyses":[557],"link":[559],"observable":[560],"patterns":[562],"learners\u2019":[564],"perceptions,":[565],"strategies,":[566],"affective":[568],"states.":[569],"nature":[572],"makes":[576],"suitable":[578],"studying":[580],"challenges.":[585],"Researchers":[586],"use":[588],"investigate":[591],"structures,":[596],"semantics,":[598],"practices":[601],"LMSs":[603],"impact":[604],"downstream":[605],"analyses,":[606],"develop":[609],"or":[610],"evaluate":[611],"harmonization":[615],"standardization":[617],"xAPI.":[619]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2026-03-25T00:00:00"}
