Matches in SemOpenAlex for { <https://semopenalex.org/work/W4310353929> ?p ?o ?g. }
- W4310353929 abstract "Computer Science 1 (CS1) courses introduce undergraduate students to computational thinking and their first programming language. As in most institutions, CS1 is a challenge for students at the University of Brasilia, one of the top 10 universities in Brazil. In 2012, the Brazilian higher education system changed with an affirmative-action policy to admit more students from the public K-12 system: the “Quota” Law was implemented at all federal public universities. This paper aims to answer two research questions: 1) What knowledge about the positive/negative impact of certain features on the success of a CS1 course can be discovered from mining educational data augmented by social-economic information? 2) Are these features different between quota and non-quota students? The analysis uses social-economic and academic performance data of undergraduate students from 2012 to 2019. Data mining algorithms such as generalized linear model, gradient boosting machine, and random forest were applied to the data. The findings include: (1) the relevance of indicators such as the consumption rate of university-subsidized meals, (2) that gender is not a determining factor in failure/success, and (3) a higher failure rate for quota students in the Computer Engineering and Mechatronics Engineering majors." @default.
- W4310353929 created "2022-12-09" @default.
- W4310353929 creator A5001908034 @default.
- W4310353929 creator A5026224413 @default.
- W4310353929 creator A5045204301 @default.
- W4310353929 creator A5054089208 @default.
- W4310353929 creator A5078106370 @default.
- W4310353929 date "2022-10-08" @default.
- W4310353929 modified "2023-10-16" @default.
- W4310353929 title "Analysis of Student Performance and Social-economic Data in Introductory Computer Science Courses at the University of Brasília" @default.
- W4310353929 cites W1502991139 @default.
- W4310353929 cites W1898103075 @default.
- W4310353929 cites W1967884793 @default.
- W4310353929 cites W1988697879 @default.
- W4310353929 cites W2021601071 @default.
- W4310353929 cites W2027711578 @default.
- W4310353929 cites W2028954168 @default.
- W4310353929 cites W2042636632 @default.
- W4310353929 cites W2067438752 @default.
- W4310353929 cites W2092322424 @default.
- W4310353929 cites W2103672843 @default.
- W4310353929 cites W2145445683 @default.
- W4310353929 cites W2183963225 @default.
- W4310353929 cites W2373555655 @default.
- W4310353929 cites W2557435095 @default.
- W4310353929 cites W2572386335 @default.
- W4310353929 cites W2581574654 @default.
- W4310353929 cites W2592200290 @default.
- W4310353929 cites W2593348673 @default.
- W4310353929 cites W2772961573 @default.
- W4310353929 cites W2783930434 @default.
- W4310353929 cites W2807233633 @default.
- W4310353929 cites W2809233842 @default.
- W4310353929 cites W2889140186 @default.
- W4310353929 cites W2889988224 @default.
- W4310353929 cites W2915211782 @default.
- W4310353929 cites W2916708654 @default.
- W4310353929 cites W2917953075 @default.
- W4310353929 cites W2921053723 @default.
- W4310353929 cites W2943210284 @default.
- W4310353929 cites W3004490138 @default.
- W4310353929 cites W3007227052 @default.
- W4310353929 cites W3009262382 @default.
- W4310353929 cites W3012454133 @default.
- W4310353929 cites W3028583593 @default.
- W4310353929 cites W3110920507 @default.
- W4310353929 cites W3138112036 @default.
- W4310353929 doi "https://doi.org/10.1109/fie56618.2022.9962408" @default.
- W4310353929 hasPublicationYear "2022" @default.
- W4310353929 type Work @default.
- W4310353929 citedByCount "0" @default.
- W4310353929 crossrefType "proceedings-article" @default.
- W4310353929 hasAuthorship W4310353929A5001908034 @default.
- W4310353929 hasAuthorship W4310353929A5026224413 @default.
- W4310353929 hasAuthorship W4310353929A5045204301 @default.
- W4310353929 hasAuthorship W4310353929A5054089208 @default.
- W4310353929 hasAuthorship W4310353929A5078106370 @default.
- W4310353929 hasConcept C120912362 @default.
- W4310353929 hasConcept C121332964 @default.
- W4310353929 hasConcept C145420912 @default.
- W4310353929 hasConcept C154945302 @default.
- W4310353929 hasConcept C15744967 @default.
- W4310353929 hasConcept C158154518 @default.
- W4310353929 hasConcept C162324750 @default.
- W4310353929 hasConcept C17744445 @default.
- W4310353929 hasConcept C199539241 @default.
- W4310353929 hasConcept C2780791683 @default.
- W4310353929 hasConcept C28704281 @default.
- W4310353929 hasConcept C2991670904 @default.
- W4310353929 hasConcept C3116431 @default.
- W4310353929 hasConcept C41008148 @default.
- W4310353929 hasConcept C50522688 @default.
- W4310353929 hasConcept C62520636 @default.
- W4310353929 hasConcept C84265765 @default.
- W4310353929 hasConceptScore W4310353929C120912362 @default.
- W4310353929 hasConceptScore W4310353929C121332964 @default.
- W4310353929 hasConceptScore W4310353929C145420912 @default.
- W4310353929 hasConceptScore W4310353929C154945302 @default.
- W4310353929 hasConceptScore W4310353929C15744967 @default.
- W4310353929 hasConceptScore W4310353929C158154518 @default.
- W4310353929 hasConceptScore W4310353929C162324750 @default.
- W4310353929 hasConceptScore W4310353929C17744445 @default.
- W4310353929 hasConceptScore W4310353929C199539241 @default.
- W4310353929 hasConceptScore W4310353929C2780791683 @default.
- W4310353929 hasConceptScore W4310353929C28704281 @default.
- W4310353929 hasConceptScore W4310353929C2991670904 @default.
- W4310353929 hasConceptScore W4310353929C3116431 @default.
- W4310353929 hasConceptScore W4310353929C41008148 @default.
- W4310353929 hasConceptScore W4310353929C50522688 @default.
- W4310353929 hasConceptScore W4310353929C62520636 @default.
- W4310353929 hasConceptScore W4310353929C84265765 @default.
- W4310353929 hasLocation W43103539291 @default.
- W4310353929 hasOpenAccess W4310353929 @default.
- W4310353929 hasPrimaryLocation W43103539291 @default.
- W4310353929 hasRelatedWork W1843462531 @default.
- W4310353929 hasRelatedWork W2025194108 @default.
- W4310353929 hasRelatedWork W2036641180 @default.
- W4310353929 hasRelatedWork W2234952802 @default.
- W4310353929 hasRelatedWork W2475425029 @default.
- W4310353929 hasRelatedWork W2670177905 @default.