{"id":"https://openalex.org/W4393449606","doi":"https://doi.org/10.5281/zenodo.4264397","title":"Student oriented subset of the Open University Learning Analytics dataset","display_name":"Student oriented subset of the Open University Learning Analytics dataset","publication_year":2020,"publication_date":"2020-11-09","ids":{"openalex":"https://openalex.org/W4393449606","doi":"https://doi.org/10.5281/zenodo.4264397"},"language":"en","primary_location":{"id":"pmh:oai:ricerca.uniba.it:11586/327001","is_oa":false,"landing_page_url":"http://hdl.handle.net/11586/327001","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://zenodo.org/record/4264397","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038778858","display_name":"Gabriella Casalino","orcid":"https://orcid.org/0000-0003-0713-2260"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Casalino, Gabriella","raw_affiliation_strings":["University of Bari"],"affiliations":[{"raw_affiliation_string":"University of Bari","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050227787","display_name":"Giovanna Castellano","orcid":"https://orcid.org/0000-0002-6489-8628"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Castellano, Giovanna","raw_affiliation_strings":["University of Bari"],"affiliations":[{"raw_affiliation_string":"University of Bari","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047012566","display_name":"Gennaro Vessio","orcid":"https://orcid.org/0000-0002-0883-2691"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vessio, Gennaro","raw_affiliation_strings":["University of Bari"],"affiliations":[{"raw_affiliation_string":"University of Bari","institution_ids":["https://openalex.org/I5561750"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038778858"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"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":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9865000247955322,"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":0.9865000247955322,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.7586404085159302},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6587976813316345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5498268604278564},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4668330252170563}],"concepts":[{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.7586404085159302},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6587976813316345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5498268604278564},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4668330252170563}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:ricerca.uniba.it:11586/327001","is_oa":false,"landing_page_url":"http://hdl.handle.net/11586/327001","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"pmh:oai:zenodo.org:4264397","is_oa":true,"landing_page_url":"https://zenodo.org/record/4264397","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},{"id":"doi:10.5281/zenodo.4264397","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.4264397","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":"pmh:oai:zenodo.org:4264397","is_oa":true,"landing_page_url":"https://zenodo.org/record/4264397","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/other"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2768832457","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W2911048623"],"abstract_inverted_index":{"The":[0,20,121],"Open":[1],"University":[2],"(OU)":[3],"dataset":[4,37,50],"is":[5,70,141],"an":[6],"open":[7],"database":[8],"containing":[9],"student":[10,54],"demographic":[11],"and":[12,66,106,114,116,118,226,237],"click-stream":[13],"interaction":[14],"with":[15],"the":[16,35,39,48,73,109,125,142],"virtual":[17],"learning":[18],"platform.":[19],"available":[21],"data":[22],"are":[23],"structured":[24],"in":[25,213,228,235],"different":[26],"CSV":[27],"files.":[28],"You":[29],"can":[30],"find":[31],"more":[32,197],"information":[33],"about":[34],"original":[36,49,110],"at":[38],"following":[40,74],"link:":[41],"https://analyse.kmi.open.ac.uk/open_dataset.":[42],"We":[43],"extracted":[44],"a":[45,62],"subset":[46],"of":[47],"that":[51],"focuses":[52],"on":[53],"information.":[55],"25,819":[56],"records":[57],"were":[58,102],"collected":[59],"referring":[60],"to":[61,134,145,149],"specific":[63],"student,":[64],"course":[65],"semester.":[67],"Each":[68],"record":[69],"described":[71],"by":[72],"20":[75],"attributes:":[76],"<em>":[77],"code_module,":[78],"code_presentation,":[79],"gender,":[80],"highest_education,":[81],"imd_band,":[82],"age_band,":[83],"num_of_prev_attempts,":[84],"studies_credits,":[85],"disability,":[86],"resource,":[87],"homepage,":[88],"forum,":[89],"glossary,":[90],"outcontent,":[91],"subpage,":[92],"url,":[93],"outcollaborate,":[94],"quiz,":[95],"AvgScore,":[96],"count</em>.<br>":[97],"<br>":[98,128,139,203],"Two":[99],"target":[100,126],"classes":[101,112],"considered,":[103],"namely":[104],"Fail":[105],"Pass,":[107],"combining":[108],"four":[111],"(Fail":[113],"Withdrawn":[115],"Pass":[117],"Distinction,":[119],"respectively).":[120],"final_result":[122],"attribute":[123],"contains":[124],"values.<br>":[127],"All":[129],"features":[130],"have":[131],"been":[132],"converted":[133],"numbers":[135],"for":[136],"automatic":[137],"processing.<br>":[138],"Below":[140],"mapping":[143],"used":[144],"convert":[146],"categorical":[147],"values":[148],"numeric:":[150],"code_module:":[151],"'AAA'=0,":[152],"'BBB'=1,":[153],"'CCC'=2,":[154],"'DDD'=3,":[155],"'EEE'=4,":[156],"'FFF'=5,":[157],"'GGG'=6":[158],"code_presentation:":[159],"'2013B'=0,":[160],"'2013J'=1,":[161],"'2014B'=2,":[162],"'2014J'=3":[163],"gender:":[164],"'F'=0,":[165],"'M'=1":[166],"highest_education:":[167],"'No_Formal_quals'=0,":[168],"'Post_Graduate_Qualification'=1,":[169],"'HE_Qualification'=2,":[170],"'Lower_Than_A_Level'=3,":[171],"'A_level_or_Equivalent'=4":[172],"IMBD_band:":[173],"'unknown'=0,":[174],"'between_0_and_10_percent'=1,":[175],"'between_10_and_20_percent'=2,":[176],"'between_20_and_30_percent'=3,":[177],"'between_30_and_40_percent'=4,":[178],"'between_40_and_50_percent'=5,":[179],"'between_50_and_60_percent'=6,":[180],"'between_60_and_70_percent'=7,":[181],"'between_70_and_80_percent'=8,":[182],"'between_80_and_90_percent'=9,":[183],"'between_90_and_100_percent'=10":[184],"age_band:":[185],"'between_0_and_35'=0,":[186],"'between_35_and_55'=1,":[187],"'higher_than_55'=2":[188],"disability:":[189],"'N'=0,":[190],"'Y'=1":[191],"student's":[192],"outcome:":[193],"'Fail'=0,":[194],"'Pass'=1":[195],"For":[196],"detailed":[198],"information,":[199],"please":[200],"refer":[201],"to:":[202],"Casalino":[204],"G.,":[205,207],"Castellano":[206],"Vessio":[208],"G.":[209],"(2021)":[210],"Exploiting":[211],"Time":[212],"Adaptive":[214],"Learning":[215],"from":[216],"Educational":[217],"Data.":[218],"In:":[219],"Agrati":[220],"L.S.":[221],"et":[222],"al.":[223],"(eds)":[224],"Bridges":[225],"Mediation":[227],"Higher":[229],"Distance":[230],"Education.":[231],"HELMeTO":[232],"2020.":[233],"Communications":[234],"Computer":[236],"Information":[238],"Science,":[239],"vol":[240],"1344.":[241],"Springer,":[242],"Cham.":[243],"https://doi.org/10.1007/978-3-030-67435-9_1":[244]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
