{"id":"https://openalex.org/W2950250582","doi":"https://doi.org/10.1007/978-3-030-23207-8_13","title":"Early Dropout Prediction for Programming Courses Supported by Online Judges","display_name":"Early Dropout Prediction for Programming Courses Supported by Online Judges","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2950250582","doi":"https://doi.org/10.1007/978-3-030-23207-8_13","mag":"2950250582"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-23207-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-23207-8_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://durham-repository.worktribe.com/output/1138026","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018752800","display_name":"Filipe Dwan Pereira","orcid":"https://orcid.org/0000-0003-4914-3347"},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Filipe D. Pereira","raw_affiliation_strings":["Department of Computer Science, Federal University of Roraima, Boa Vista, Roraima, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Roraima, Boa Vista, Roraima, Brazil","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071900519","display_name":"Elaine Oliveira","orcid":"https://orcid.org/0000-0003-2884-9359"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Elaine Oliveira","raw_affiliation_strings":["Computer Institute, Federal University of Amazon, Manaus, Amazon, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Institute, Federal University of Amazon, Manaus, Amazon, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034125179","display_name":"Alexandra I. Cristea","orcid":"https://orcid.org/0000-0002-1454-8822"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alexandra Cristea","raw_affiliation_strings":["Durham University, Durham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113135492","display_name":"David Fernandes","orcid":null},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"David Fernandes","raw_affiliation_strings":["Computer Institute, Federal University of Amazon, Manaus, Amazon, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Institute, Federal University of Amazon, Manaus, Amazon, Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012412275","display_name":"Luciano Paulino Silva","orcid":"https://orcid.org/0000-0001-9075-7725"},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luciano Silva","raw_affiliation_strings":["Department of Computer Science, Federal University of Roraima, Boa Vista, Roraima, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Roraima, Boa Vista, Roraima, Brazil","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008454348","display_name":"Gene Aguiar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144834","display_name":"Universidade Federal de Roraima","ror":"https://ror.org/03ehp1h78","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210144834"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Gene Aguiar","raw_affiliation_strings":["Department of Computer Science, Federal University of Roraima, Boa Vista, Roraima, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Federal University of Roraima, Boa Vista, Roraima, Brazil","institution_ids":["https://openalex.org/I4210144834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001913485","display_name":"Ahmed Alamri","orcid":"https://orcid.org/0000-0001-9258-3503"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ahmed Alamri","raw_affiliation_strings":["Durham University, Durham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014306963","display_name":"Mohammad Alshehri","orcid":"https://orcid.org/0000-0002-5482-1926"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohammad Alshehri","raw_affiliation_strings":["Durham University, Durham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018752800"],"corresponding_institution_ids":["https://openalex.org/I4210144834"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":10.2987,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.98975975,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9980000257492065,"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/T10533","display_name":"Teaching and Learning Programming","score":0.9980000257492065,"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/T11122","display_name":"Online Learning and Analytics","score":0.9980000257492065,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/dropout","display_name":"Dropout (neural networks)","score":0.9466768503189087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8138055801391602},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7924372553825378},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6022521257400513},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4403049945831299},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3823608160018921},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3707454204559326},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.3212451636791229},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13812628388404846}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.9466768503189087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8138055801391602},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7924372553825378},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6022521257400513},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4403049945831299},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3823608160018921},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3707454204559326},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.3212451636791229},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13812628388404846},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-23207-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-23207-8_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:dro.dur.ac.uk.OAI2:34539","is_oa":false,"landing_page_url":"http://dro.dur.ac.uk/34539/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"AIED 2019, Chicago, IL, 25-29 June 2019 [Conference proceedings]","raw_type":"Conference item"},{"id":"pmh:oai:durham-repository.worktribe.com:1138026","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1138026","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"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":"","raw_type":"Conference Proceeding"},{"id":"pmh:oai:durham-repository.worktribe.com:1143406","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1143406","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"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":"Presentation / Conference Contribution"}],"best_oa_location":{"id":"pmh:oai:durham-repository.worktribe.com:1138026","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1138026","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"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":"","raw_type":"Conference Proceeding"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8600000143051147,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1999688933","https://openalex.org/W2077361439","https://openalex.org/W2143426320","https://openalex.org/W2264893711","https://openalex.org/W2516613267","https://openalex.org/W2593348673","https://openalex.org/W2607294868","https://openalex.org/W2767123881","https://openalex.org/W2768092343","https://openalex.org/W2783203430","https://openalex.org/W2895859220","https://openalex.org/W2947754626","https://openalex.org/W2972049724","https://openalex.org/W3099688923","https://openalex.org/W3122283993"],"related_works":["https://openalex.org/W3082178636","https://openalex.org/W986318368","https://openalex.org/W2000785801","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2990194547","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W1480123525","https://openalex.org/W2620865396"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":5}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}