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Predicting learning achievement using ensemble learning with result explanation. [PDF]
PLoS OnePredicting learning achievement is a crucial strategy to address high dropout rates. However, existing prediction models often exhibit biases, limiting their accuracy. Moreover, the lack of interpretability in current machine learning methods restricts their practical application in education.
Tong T, Li Z.
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Research on learning achievement classification based on machine learning. [PDF]
PLoS OneAcademic achievement is an important index to measure the quality of education and students’ learning outcomes. Reasonable and accurate prediction of academic achievement can help improve teachers’ educational methods. And it also provides corresponding data support for the formulation of education policies. However, traditional methods for classifying
Dong J, Sun R, Yan Z, Shi M, Bi X.
europepmc +4 more sources
Frontiers in Education, 2021 In education, taxonomies that define cognitive processes describe what a learner does with the content. Cognitive process dimensions (CPDs) are used for a number of purposes, such as in the development of standards, assessments, and subsequent alignment ...
Sue Bechard +2 more
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Achieving Transfer from Mathematics Learning
Education Sciences, 2023 The question of transfer is a special challenge in mathematics teaching because the wide range and fragmentation of the curricula have in many cases fostered an instrumental understanding, which makes transfer difficult for the students. Although promoting a relational learning has been a huge step forward in achieving transfer, understanding usually ...
José Víctor Orón +1 more
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Building Evidence for Pre-school Policy Change in Bulgaria
Frontiers in Public Health, 2021 In September 2020, Bulgaria's National Assembly (Parliament) passed legal amendments aimed at increasing kindergarten participation for children aged 4–6 in Bulgaria, with poor children standing to benefit the most. For the first time, state budget funds
Eugenia Volen, Joost de Laat
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Jurnal Visi Ilmu Pendidikan, 2023 This study aims to describe the relationship between in learning motivation, learning discipline, and learning activity with the students learning achievement in the thematic lesson. This study used a quantitative approach with correlation research type.
Hariani Nisa Nabilah +2 more
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Effects of Reflective Learning Resource Material on Achievement of Mathematics Learning Outcome
International Journal of Educational Management and Development Studies, 2022 This study developed and used a Reflective Learning Resource Material in Grade 9 Mathematics in effort to improve the performance learning outcome. It aimed to determine the effect of the developed learning resource material to the learning outcome in ...
Herbert I. Aquino, Delon A. Ching
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Energies, 2020 This study aimed to analyze the systematic risks of wind energy investments. Within this framework, E7 countries are included in the scope of the examination.
Dejun Qiu +3 more
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Students’ Achievement Goals, Learning-Related Emotions and Academic Achievement [PDF]
Frontiers in Psychology, 2016 In the present research, the recently proposed 3 × 2 model of achievement goals is tested and associations with achievement emotions and their joint influence on academic achievement are investigated. The study was conducted with 388 students using the 3 × 2 Achievement Goal Questionnaire including the six proposed goal constructs (task-approach, task ...
Lüftenegger, Marko +5 more
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Achieving Pareto Optimality through Distributed Learning [PDF]
SIAM Journal on Control and Optimization, 2012 Abstract This chapter introduces a simple payoff-based learning rule that is completely decentralized and leads to an efficient configuration of actions in any n-person finite strategic-form game with generic payoffs. Agents respond solely to changes in their own realized payoffs, which are affected by the actions of other agents in the ...
Young, H, Marden, J, Pao, L
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