Self-directed machine learning
AI Open, 2022 Conventional machine learning (ML) relies heavily on manual design from machine learning experts to decide learning tasks, data, models, optimization algorithms, and evaluation metrics, which is labor-intensive, time-consuming, and cannot learn ...
Wenwu Zhu, Xin Wang, Pengtao Xie
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The Relationship between Self-Directed Learning and Problem-Solving Ability: The Mediating Role of Academic Self-Efficacy and Self-Regulated Learning among Nursing Students [PDF]
International Journal of Environmental Research and Public Health, 2021 Problem-solving ability is necessary for the clinical reasoning and decision-making of nurses to solve patients’ health problems. This study aims to investigate the association between self-directed learning and problem-solving ability using the multiple
Younghui Hwang, Jihyun Oh
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Frontiers in Psychology, 2020 This study explored the contribution of technology acceptance and technological self-efficacy to attitude toward technology-based self-directed learning in a sample of Chinese undergraduate students.
Xiaoquan Pan
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Journal of Medives: Journal of Mathematics Education IKIP Veteran Semarang, 2018 Tujuan dari penelitian ini adalah untuk mengetahui perbedaan hasil belajar mahasiswa antara mahasiswa yang belajar menggunakan model pembelajaran self directed learning dengan mahasiswa yang belajar menggunakan model pembelajaran konvensional. Penelitian
Utti Marina Rifanti +1 more
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Characterizing potential subtypes and influencing factors of self-directed learning competence among clinical nurses in China by latent profile analysis [PDF]
Belitung Nursing JournalBackground: Nurses demonstrate varying levels of self-directed learning competence, which is influenced by multiple individual and contextual factors. Identifying profiles with varying levels of self-directed learning is essential for providing targeted ...
Zhang Zhisheng +6 more
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Impact of self-directed learning strategy, an innovative method in nursing undergraduates: Study protocol for a randomized controlled trial. [PDF]
PLoS ONEBackgroundIn today's fast-paced healthcare environment, self-directed learning is essential for healthcare professionals to stay updated and provide optimal care.
Sabina Chaudhary, Adarsh Lata Singh
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Learning Environments Research, 2021 An increasing number of German schools have suspended teacher-directed learning (TL) in favor of self-directed learning (SL) modules. We used the broaden-and-build theory and self-determination theory as a theoretical framework to determine whether ...
Sabine Schweder, D. Raufelder
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Mobile phone addiction as a mediator in the association between alexithymia and self-directed learning among Chinese nursing students: a structural equation modeling analysis. [PDF]
BMC Med EducGuo M +7 more
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Science Education International, 2022 The concept of self-directedness is a missing link in South African science classrooms, and as a result, science teachers are often not self-directed in employing innovative teaching and learning strategies such as blended problem-based learning (BPBL ...
Judicial Sebatana , Washington Dudu
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Enabling Self-Directed Academic and Personal Wellbeing Through Cognitive Education
Frontiers in Psychology, 2022 BackgroundThe international crisis of declining learner wellbeing exacerbated by the COVID-19 pandemic with its devastating effects on physical health and wellbeing, impels the prioritization of initiatives for specifically enabling academic and personal
Gideon P. Van Tonder +2 more
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