{"id":"https://openalex.org/W6910328859","doi":"https://doi.org/10.4230/oasics.icpec.2023.10","title":"Data Visualization for Learning Analytics Indicators in Programming Teaching (Short Paper)","display_name":"Data Visualization for Learning Analytics Indicators in Programming Teaching (Short Paper)","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W6910328859","doi":"https://doi.org/10.4230/oasics.icpec.2023.10"},"language":"en","primary_location":{"id":"pmh:oai:drops-oai.dagstuhl.de:18506","doi":null,"is_oa":true,"landing_page_url":"https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.ICPEC.2023.10","pdf_url":"https://drops.dagstuhl.de/storage/01oasics/oasics-vol112-icpec2023/OASIcs.ICPEC.2023.10/OASIcs.ICPEC.2023.10.pdf","source":{"id":"https://openalex.org/S4377196569","display_name":"DROPS (Schloss Dagstuhl \u2013 Leibniz Center for Informatics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799853480","host_organization_name":"Schloss Dagstuhl \u2013 Leibniz Center for Informatics","host_organization_lineage":["https://openalex.org/I2799853480"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"InProceedings"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://drops.dagstuhl.de/storage/01oasics/oasics-vol112-icpec2023/OASIcs.ICPEC.2023.10/OASIcs.ICPEC.2023.10.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"dos Santos, Ranieri Alves","orcid":"https://orcid.org/0000-0002-7071-8291","observed_orcids":["https://orcid.org/0000-0002-7071-8291"]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"dos Santos, Ranieri Alves","raw_affiliation_strings":["Graduate Program in Knowledge Engineering and Management, UFSC, Florian\u00f3polis, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-7071-8291","affiliations":[{"raw_affiliation_string":"Graduate Program in Knowledge Engineering and Management, UFSC, Florian\u00f3polis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092794074","display_name":"Dalner Barbi","orcid":"https://orcid.org/0000-0002-7464-3557","observed_orcids":["https://orcid.org/0000-0002-7464-3557"]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Barbi, Dalner","raw_affiliation_strings":["Graduate Program in Knowledge Engineering and Management, UFSC, Florian\u00f3polis, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-7464-3557","affiliations":[{"raw_affiliation_string":"Graduate Program in Knowledge Engineering and Management, UFSC, Florian\u00f3polis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060741516","display_name":"Vin\u00edcius Faria Culmant Ramos","orcid":"https://orcid.org/0000-0002-8319-743X","observed_orcids":["https://orcid.org/0000-0002-8319-743X"]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ramos, Vinicius Faria Culmant","raw_affiliation_strings":["Graduate Program in Knowledge Engineering and Management, UFSC, Florian\u00f3polis, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8319-743X","affiliations":[{"raw_affiliation_string":"Graduate Program in Knowledge Engineering and Management, UFSC, Florian\u00f3polis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075680629","display_name":"Fernando \u00c1lvaro Ostuni Gauthier","orcid":"https://orcid.org/0000-0002-1648-7613","observed_orcids":["https://orcid.org/0000-0002-1648-7613"]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gauthier, Fernando Alvaro Ostuni","raw_affiliation_strings":["Graduate Program in Knowledge Engineering and Management, UFSC, Florian\u00f3polis, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-1648-7613","affiliations":[{"raw_affiliation_string":"Graduate Program in Knowledge Engineering and Management, UFSC, Florian\u00f3polis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4104125"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9976000189781189,"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":0.9976000189781189,"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":0.002199999988079071,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.0,"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":0.9629999995231628},{"id":"https://openalex.org/keywords/programming-education","display_name":"programming education","score":0.8130000233650208},{"id":"https://openalex.org/keywords/data-visualization","display_name":"data visualization","score":0.9700000286102295},{"id":"https://openalex.org/keywords/business-intelligence-tools","display_name":"business intelligence tools","score":0.9039999842643738},{"id":"https://openalex.org/keywords/student-progress-monitoring","display_name":"student progress monitoring","score":0.5120000243186951},{"id":"https://openalex.org/keywords/online-learning-activities","display_name":"online learning activities","score":0.44200000166893005},{"id":"https://openalex.org/keywords/educational-data","display_name":"educational data","score":0.33799999952316284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8044999837875366},{"id":"https://openalex.org/C2767350","wikidata":"https://www.wikidata.org/wiki/Q6662173","display_name":"Business intelligence","level":2,"score":0.6360999941825867},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5990999937057495},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5888000130653381},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5702999830245972},{"id":"https://openalex.org/C2777648619","wikidata":"https://www.wikidata.org/wiki/Q2845208","display_name":"Learning analytics","level":2,"score":0.5679000020027161},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.519599974155426},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4595000147819519},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.44510000944137573},{"id":"https://openalex.org/C37952496","wikidata":"https://www.wikidata.org/wiki/Q5001829","display_name":"Business analytics","level":4,"score":0.43470001220703125},{"id":"https://openalex.org/C171981572","wikidata":"https://www.wikidata.org/wiki/Q7554239","display_name":"Software analytics","level":5,"score":0.42660000920295715},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.38960000872612},{"id":"https://openalex.org/C545860419","wikidata":"https://www.wikidata.org/wiki/Q5193251","display_name":"Cultural analytics","level":5,"score":0.3555000126361847},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.3409999907016754},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.3084999918937683},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.30169999599456787},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2721000015735626},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2630000114440918},{"id":"https://openalex.org/C14669888","wikidata":"https://www.wikidata.org/wiki/Q4014850","display_name":"Creative visualization","level":3,"score":0.25380000472068787}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:drops-oai.dagstuhl.de:18506","doi":null,"is_oa":true,"landing_page_url":"https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.ICPEC.2023.10","pdf_url":"https://drops.dagstuhl.de/storage/01oasics/oasics-vol112-icpec2023/OASIcs.ICPEC.2023.10/OASIcs.ICPEC.2023.10.pdf","source":{"id":"https://openalex.org/S4377196569","display_name":"DROPS (Schloss Dagstuhl \u2013 Leibniz Center for Informatics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799853480","host_organization_name":"Schloss Dagstuhl \u2013 Leibniz Center for Informatics","host_organization_lineage":["https://openalex.org/I2799853480"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"InProceedings"},{"id":"doi:10.4230/oasics.icpec.2023.10","doi":"https://doi.org/10.4230/oasics.icpec.2023.10","is_oa":true,"landing_page_url":"https://doi.org/10.4230/oasics.icpec.2023.10","pdf_url":null,"source":{"id":"https://openalex.org/S7407061190","display_name":"OASIcs : OpenAccess Series in Informatics","issn_l":"2190-6807","issn":["2190-6807"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310313770","host_organization_name":"Schloss Dagstuhl \u2014 Leibniz-Zentrum fuer Informatik","host_organization_lineage":["https://openalex.org/P4310313770"],"host_organization_lineage_names":["Schloss Dagstuhl \u2014 Leibniz-Zentrum fuer Informatik"],"type":"journal"},"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":"ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:drops-oai.dagstuhl.de:18506","doi":null,"is_oa":true,"landing_page_url":"https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.ICPEC.2023.10","pdf_url":"https://drops.dagstuhl.de/storage/01oasics/oasics-vol112-icpec2023/OASIcs.ICPEC.2023.10/OASIcs.ICPEC.2023.10.pdf","source":{"id":"https://openalex.org/S4377196569","display_name":"DROPS (Schloss Dagstuhl \u2013 Leibniz Center for Informatics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799853480","host_organization_name":"Schloss Dagstuhl \u2013 Leibniz Center for Informatics","host_organization_lineage":["https://openalex.org/I2799853480"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"InProceedings"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.975600004196167,"display_name":"Quality education"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G29316538","display_name":null,"funder_award_id":"(Code 001)","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W6910328859.pdf","grobid_xml":"https://content.openalex.org/works/W6910328859.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2079966199"],"related_works":["https://openalex.org/W3083350052","https://openalex.org/W4293799822","https://openalex.org/W2886361721","https://openalex.org/W4206240668","https://openalex.org/W2598869120","https://openalex.org/W4200360908","https://openalex.org/W2172044485","https://openalex.org/W3043100205","https://openalex.org/W4287980873","https://openalex.org/W2956477480"],"abstract_inverted_index":{"Learning":[0,85],"Analytics":[1],"(LA)":[2],"has":[3],"the":[4,8,61,64,97],"potential":[5],"to":[6,42,45,56,96],"transform":[7],"way":[9],"we":[10],"learn,":[11],"work":[12],"and":[13,31,33,54,77],"live":[14],"our":[15],"lives.":[16],"To":[17],"reach":[18],"its":[19],"potential,":[20],"it":[21],"must":[22],"be":[23,46],"clearly":[24],"defined,":[25],"incorporated":[26],"into":[27],"institutional":[28],"teaching-learning":[29],"strategies":[30],"processes":[32],"practices.":[34],"The":[35],"main":[36,91],"goal":[37],"of":[38,63],"this":[39,67],"study":[40,68],"is":[41],"list":[43],"indicators":[44,92],"used":[47],"in":[48,51,81,106],"learning":[49],"analytics":[50],"programming":[52],"teaching":[53],"how":[55],"expose":[57],"their":[58],"views.":[59],"For":[60],"development":[62],"indicator":[65],"model,":[66],"based":[69],"on":[70,84],"a":[71,88],"qualitative":[72],"analysis,":[73],"using":[74],"data":[75],"visualization":[76],"business":[78],"intelligence":[79],"tools,":[80],"projects":[82],"focused":[83],"Analytics.":[86],"As":[87],"result,":[89],"four":[90],"were":[93],"mapped:":[94],"accesses":[95],"system,":[98],"resources":[99],"accessed,":[100],"activities":[101],"carried":[102],"out":[103],"and,":[104],"performance":[105],"activities.":[107]},"counts_by_year":[],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2025-10-10T00:00:00"}
