Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313444003> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4313444003 endingPage "66" @default.
- W4313444003 startingPage "47" @default.
- W4313444003 abstract "Understanding how the UAE K12 education system performs with data-driven evidence is key to inform better policy making to support UAE vision to upskill human capital growth for its economic transformation. In this study, we investigate the potential of using machine learning techniques to understand key learning factors contributing to UAE student math performance on the TIMSS 2019 assessment. Due to the fact that learning factors co-exist and interact with one another, we explore the SHapley Additive exPlanations (SHAP) approach to explain the complexity of the model. The results highlight the importance and contributions of each learning factor and uncover the relationships between the learning factors. Understanding key learning factors and identifying evidence-based intervention opportunities will help policymakers with informed education intervention designs to improve student mathematics learning, in order to improve UAE student TIMSS math performance over the long run." @default.
- W4313444003 created "2023-01-06" @default.
- W4313444003 creator A5041246293 @default.
- W4313444003 creator A5043737013 @default.
- W4313444003 creator A5048596987 @default.
- W4313444003 creator A5052823344 @default.
- W4313444003 date "2023-01-01" @default.
- W4313444003 modified "2023-09-28" @default.
- W4313444003 title "Learning Factors for TIMSS Math Performance Evidenced Through Machine Learning in the UAE" @default.
- W4313444003 cites W1838166184 @default.
- W4313444003 cites W1897121984 @default.
- W4313444003 cites W1966635976 @default.
- W4313444003 cites W1972447891 @default.
- W4313444003 cites W1988050849 @default.
- W4313444003 cites W2005591988 @default.
- W4313444003 cites W2036949089 @default.
- W4313444003 cites W2051896949 @default.
- W4313444003 cites W2125051273 @default.
- W4313444003 cites W2134236386 @default.
- W4313444003 cites W2149772454 @default.
- W4313444003 cites W2160619172 @default.
- W4313444003 cites W2161426229 @default.
- W4313444003 cites W2208413098 @default.
- W4313444003 cites W2212138565 @default.
- W4313444003 cites W2338062064 @default.
- W4313444003 cites W2497026296 @default.
- W4313444003 cites W2523004173 @default.
- W4313444003 cites W2895519749 @default.
- W4313444003 cites W2904980464 @default.
- W4313444003 cites W2913007931 @default.
- W4313444003 cites W2966311710 @default.
- W4313444003 cites W2999382408 @default.
- W4313444003 cites W2999615587 @default.
- W4313444003 cites W3125852143 @default.
- W4313444003 cites W3198344406 @default.
- W4313444003 cites W3206024511 @default.
- W4313444003 cites W3209998653 @default.
- W4313444003 doi "https://doi.org/10.1007/978-981-19-8040-4_4" @default.
- W4313444003 hasPublicationYear "2023" @default.
- W4313444003 type Work @default.
- W4313444003 citedByCount "0" @default.
- W4313444003 crossrefType "book-chapter" @default.
- W4313444003 hasAuthorship W4313444003A5041246293 @default.
- W4313444003 hasAuthorship W4313444003A5043737013 @default.
- W4313444003 hasAuthorship W4313444003A5048596987 @default.
- W4313444003 hasAuthorship W4313444003A5052823344 @default.
- W4313444003 hasConcept C118552586 @default.
- W4313444003 hasConcept C145420912 @default.
- W4313444003 hasConcept C15744967 @default.
- W4313444003 hasConcept C26517878 @default.
- W4313444003 hasConcept C2780665704 @default.
- W4313444003 hasConcept C38652104 @default.
- W4313444003 hasConcept C41008148 @default.
- W4313444003 hasConcept C56739046 @default.
- W4313444003 hasConceptScore W4313444003C118552586 @default.
- W4313444003 hasConceptScore W4313444003C145420912 @default.
- W4313444003 hasConceptScore W4313444003C15744967 @default.
- W4313444003 hasConceptScore W4313444003C26517878 @default.
- W4313444003 hasConceptScore W4313444003C2780665704 @default.
- W4313444003 hasConceptScore W4313444003C38652104 @default.
- W4313444003 hasConceptScore W4313444003C41008148 @default.
- W4313444003 hasConceptScore W4313444003C56739046 @default.
- W4313444003 hasLocation W43134440031 @default.
- W4313444003 hasOpenAccess W4313444003 @default.
- W4313444003 hasPrimaryLocation W43134440031 @default.
- W4313444003 hasRelatedWork W1794016765 @default.
- W4313444003 hasRelatedWork W2329452785 @default.
- W4313444003 hasRelatedWork W2356380379 @default.
- W4313444003 hasRelatedWork W2358668433 @default.
- W4313444003 hasRelatedWork W2363925233 @default.
- W4313444003 hasRelatedWork W2366284060 @default.
- W4313444003 hasRelatedWork W2390279801 @default.
- W4313444003 hasRelatedWork W2391464953 @default.
- W4313444003 hasRelatedWork W2748952813 @default.
- W4313444003 hasRelatedWork W2899084033 @default.
- W4313444003 isParatext "false" @default.
- W4313444003 isRetracted "false" @default.
- W4313444003 workType "book-chapter" @default.