{"id":"https://openalex.org/W2996206253","doi":"https://doi.org/10.1145/3364510.3366152","title":"Data analytics on performance of computing students","display_name":"Data analytics on performance of computing students","publication_year":2019,"publication_date":"2019-11-21","ids":{"openalex":"https://openalex.org/W2996206253","doi":"https://doi.org/10.1145/3364510.3366152","mag":"2996206253"},"language":"en","primary_location":{"id":"doi:10.1145/3364510.3366152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3364510.3366152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-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/A5018904949","display_name":"Oluwafemi Samson Balogun","orcid":"https://orcid.org/0000-0002-8870-9692"},"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"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Oluwafemi Samson Balogun","raw_affiliation_strings":["School of Computing, University of Eastern Finland, Kuopio, Finland"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Eastern Finland, Kuopio, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031929045","display_name":"Solomon Sunday Oyelere","orcid":"https://orcid.org/0000-0001-9895-6796"},"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"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Solomon Sunday Oyelere","raw_affiliation_strings":["School of Computing, University of Eastern Finland, Joensuu, Finland"],"affiliations":[{"raw_affiliation_string":"School of Computing, University of Eastern Finland, Joensuu, Finland","institution_ids":["https://openalex.org/I175532246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023274520","display_name":"Donald Douglas Atsa\u2019am","orcid":"https://orcid.org/0000-0001-9687-8042"},"institutions":[{"id":"https://openalex.org/I44738892","display_name":"University of Agriculture","ror":"https://ror.org/05hgtp764","country_code":"NG","type":"education","lineage":["https://openalex.org/I44738892"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Donald Douglas Atsa'am","raw_affiliation_strings":["Department of Maths, Sta and CS, University of Agriculture, Makurdi, Nigeria"],"affiliations":[{"raw_affiliation_string":"Department of Maths, Sta and CS, University of Agriculture, Makurdi, Nigeria","institution_ids":["https://openalex.org/I44738892"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018904949"],"corresponding_institution_ids":["https://openalex.org/I175532246"],"apc_list":null,"apc_paid":null,"fwci":0.6247,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77452468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9991999864578247,"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":0.9991999864578247,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9627000093460083,"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/T10162","display_name":"Online and Blended Learning","score":0.9580000042915344,"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/computer-science","display_name":"Computer science","score":0.708125650882721},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.6268489956855774},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"Learning analytics","score":0.5516228079795837},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.5222811698913574},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.4860992431640625},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.431406170129776},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.301186203956604},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24688851833343506},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.19124889373779297}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.708125650882721},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.6268489956855774},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5516228079795837},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5222811698913574},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.4860992431640625},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.431406170129776},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.301186203956604},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24688851833343506},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.19124889373779297},{"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:10.1145/3364510.3366152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3364510.3366152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th Koli Calling International Conference on Computing Education Research","raw_type":"proceedings-article"},{"id":"pmh:oai:erepo.uef.fi:123456789/7899","is_oa":false,"landing_page_url":"https://erepo.uef.fi/handle/123456789/7899","pdf_url":null,"source":{"id":"https://openalex.org/S4306402418","display_name":"UEF eRepo (University of Eastern Finland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I175532246","host_organization_name":"University of Eastern Finland","host_organization_lineage":["https://openalex.org/I175532246"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Artikkelit ja abstraktit tieteellisiss\u00e4 konferenssijulkaisuissa"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5400000214576721,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2121526030","https://openalex.org/W2800700858","https://openalex.org/W2888853498","https://openalex.org/W2893972992"],"related_works":["https://openalex.org/W1987827786","https://openalex.org/W2799586942","https://openalex.org/W4367360465","https://openalex.org/W2504091800","https://openalex.org/W2331775400","https://openalex.org/W2816728186","https://openalex.org/W2804624249","https://openalex.org/W2560130217","https://openalex.org/W605203981","https://openalex.org/W2911048623"],"abstract_inverted_index":{"This":[0,73,138],"study":[1,74],"was":[2],"conducted":[3],"to":[4,16,60,63,111,141,150,167,183],"determine":[5],"the":[6,31,50,61,65,70,83,91,103,106,109,113,120,127,130,185],"relationship":[7],"between":[8,82],"computing":[9,38,88,157],"students'":[10,116],"initial":[11,32,71],"and":[12,34,54,85,108,187,191],"final":[13,51],"academic":[14,117],"performance":[15,67,118,128,170],"support":[17,134],"decision":[18],"making":[19],"in":[20,27,156,171],"higher":[21],"education":[22],"institutions.":[23],"The":[24,96],"data":[25,62],"used":[26],"this":[28,94,99],"research":[29],"contains":[30],"GPA":[33],"CGPA":[35],"of":[36,43,47,87,93,98,115,122,126,129,147,154,177,180],"710":[37],"students":[39,89,131],"for":[40,49,119],"a":[41,175],"period":[42,92],"5":[44],"years.":[45],"Test":[46],"normality":[48],"graduating":[52],"results":[53,139],"linear":[55,80],"regression":[56],"models":[57],"were":[58],"fitted":[59],"predict":[64,151],"overall":[66],"based":[68],"on":[69],"result.":[72],"revealed":[75],"that":[76,102],"there":[77],"are":[78],"strong":[79],"relationships":[81],"GPAs":[84],"CGPAs":[86],"over":[90],"study.":[95],"contribution":[97],"work":[100],"is":[101,136],"result":[104,176],"enables":[105],"student":[107,143,149,169],"teacher":[110],"understand":[112],"trend":[114],"purpose":[121],"decisionmaking.":[123],"Keeping":[124],"track":[125],"help":[132],"provide":[133],"whenever":[135],"needed.":[137],"aimed":[140],"decrease":[142],"dropout":[144],"by":[145],"means":[146],"facilitating":[148],"their":[152,172],"probability":[153],"success":[155],"courses":[158,173],"after":[159],"enrollment.":[160],"In":[161],"addition,":[162],"teachers":[163],"will":[164],"be":[165],"able":[166],"boost":[168],"as":[174],"enhanced":[178],"determination":[179],"student's":[181],"abilities":[182],"learn":[184],"course":[186],"finetuning":[188],"teaching":[189],"approaches":[190],"techniques.":[192]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
