Personalized E-Learning System with Self-Regulated Learning Assisted Mechanisms for Promoting Learning Performance

2007 ◽  
Author(s):  
Chih-Ming Chen ◽  
Ting-Chun Huang ◽  
Tai-Hung Li ◽  
Chia-Meng Huang
Keyword(s):  
Learning System ◽  
Learning Performance ◽  
Self Regulated Learning ◽  
Regulated Learning ◽  
E Learning

scholarly journals The Role of SPADA as Instructional Media and Technologies to Utilize Learners’ Self-Regulated Learning

2020 ◽  
Vol 3 (1) ◽  
pp. 18-28
Author(s):  
Welliam Hamer ◽  
Ledy Nur Lely
Keyword(s):  
Teaching And Learning ◽  
Computer Network ◽  
Learning System ◽  
Learning Activities ◽  
Instructional Media ◽  
Self Regulated Learning ◽  
Network Media ◽  
Regulated Learning ◽  
E Learning

The aim to be reached in writing this article is to inform the readers on how SPADA as one of instructional media based technologies today is effective to increase the quality of the learners in their self-regulated learning. In recent years, technology has increasingly developed with its widespread use in the economy, tourism and even education in the world. The existance of technology-based media in teaching and learning activities is needed to accompany the increasingly modern era of globalization. One of the technology-based media used in education is e-learning media. E-learning is a type of teaching and learning that allows the delivery of teaching materials to learners using the internet, intranet or other computer network media (Hartley, 2001). With this technology-based media, teaching and learning activities that previously only took place on campus or school, can be conducted anywhere and anytime, not limited by space and time. One of the e-learning media on campus is SPADA (Online Learning System). This system is developed to answer some of the challenges of higher education and organize learning without limits. The use of the SPADA website as a utilization of learners' self integration means how the use of SPADA can facilitate learners to practice their self-regulated learning. It means that by using SPADA, the learners are expected to increase their learning activities autonomously. By doing so, the lecturers/teachers only need to give their learners the lesson materials and perhaps some assignments then the rest of learning process will be left entirely to the learners, giving them freedom to pick their own learning pace. In this case, SPADA as one of instructional media based technologies is effective to improve the quality of the learners’ self-regulated learning.  

scholarly journals A Mobile Sleep-Management Learning System for Improving Students’ Sleeping Habits by Integrating a Self-Regulated Learning Strategy: Randomized Controlled Trial (Preprint)

2018 ◽  
Author(s):  
Hui-Chun Chu ◽  
Yi-Meng Liu ◽  
Fan-Ray Kuo
Keyword(s):  
Learning Strategies ◽  
Undergraduate Students ◽  
Controlled Trial ◽  
Learning System ◽  
Learning Performance ◽  
Self Regulated Learning ◽  
Management Learning ◽  
Regulated Learning ◽  
Sleep Management ◽  
Sleeping Habits

BACKGROUND Insomnia can significantly affect students’ learning performance. Researchers have indicated the importance and challenge of coping with insomnia using nondrug treatments, such as cognitive behavioral therapy (CBT) for insomnia. However, it is easy for the traditional CBT for insomnia to be interrupted owing to the overly lengthy period of sleep therapy. Self-regulated learning (SRL) strategies are known to be an effective approach for helping students improve their time management, as well as their ability to set learning goals and adopt learning strategies. OBJECTIVE The objective of this study was to propose a mobile sleep-management learning system integrated with SRL strategies and CBT. METHODS A total of 18 undergraduate students from a university in northern Taiwan participated in the 2-week experiment of using this sleep-management system. RESULTS The experimental results showed that the proposed approach was useful and easy for students to use. In addition, the number of students with insomnia significantly decreased; that is, the proposed approach could help students improve their sleep quality and cultivate better sleeping habits, which is important for them to enhance their learning efficiency. CONCLUSIONS With the assistance of this proposed approach, students can plan their daily life by setting goals, applying strategies, monitoring their life habits process, and modifying strategies to cultivate good learning and healthy lifestyle habits. CLINICALTRIAL Government Research Bulletin MOST104-3011-E038-001; https://www.grb.gov.tw/search/planDetail? id=11568383&docId=467988 (Archived by WebCite at http://www.webcitation.org/73MnPHNri)

A Conceptual Educational Data Mining Model for Supporting Self-Regulated Learning in Online Learning Environments

2021 ◽  
pp. 278-292
Author(s):  
Eric Araka ◽  
Robert Oboko ◽  
Elizaphan Maina ◽  
Rhoda K. Gitonga
Keyword(s):  
Data Mining ◽  
Online Learning ◽  
Learning Environments ◽  
Domain Knowledge ◽  
Educational Data Mining ◽  
Online Learning Environments ◽  
Student Activities ◽  
Self Regulated Learning ◽  
Regulated Learning ◽  
E Learning

Self-regulated learning is attracting tremendous researches from various communities such as information communication technology. Recent studies have greatly contributed to the domain knowledge that the use self-regulatory skills enhance academic performance. Despite these developments in SRL, our understanding on the tools and instruments to measure SRL in online learning environments is limited as the use of traditional tools developed for face-to-face classroom settings are still used to measure SRL on e-learning systems. Modern learning management systems (LMS) allow storage of datasets on student activities. Subsequently, it is now possible to use Educational Data Mining to extract learner patterns which can be used to support SRL. This chapter discusses the current tools for measuring and promoting SRL on e-learning platforms and a conceptual model grounded on educational data mining for implementation as a solution to promoting SRL strategies.

End-User Quality of Experience-Aware Personalized E-Learning

2011 ◽  
pp. 281-301
Author(s):  
Cristina Hava Muntean ◽  
Gabriel-Miro Muntean
Keyword(s):  
Learning Process ◽  
User Satisfaction ◽  
Quality Of Experience ◽  
Learning System ◽  
Learning Performance ◽  
End User ◽  
Delivery Performance ◽  
E Learning ◽  
Result Analysis

Lately, user quality of experience (QoE) during their interaction with a system is a significant factor in the assessment of most systems. However, user QoE is dependent not only on the content served to the users, but also on the performance of the service provided. This chapter describes a novel QoE layer that extends the features of classic adaptive e-learning systems in order to consider delivery performance in the adaptation process and help in providing good user perceived QoE during the learning process. An experimental study compared a classic adaptive e-learning system with one enhanced with the proposed QoE layer. The result analysis compares learner outcome, learning performance, visual quality and usability of the two systems and shows how the QoE layer brings significant benefits to user satisfaction improving the overall learning process.

The Effects of Web-Enabled Self-Regulated Learning and Problem-Based Learning with Initiation on Students' Computing Skills

2011 ◽  
pp. 1614-1627
Author(s):  
Pei-Di Shen
Keyword(s):  
Online Teaching ◽  
Teaching Method ◽  
Problem Based Learning ◽  
Work Force ◽  
Vocational Schools ◽  
Web Based ◽  
Self Regulated Learning ◽  
Regulated Learning ◽  
Computing Skills ◽  
E Learning

Vocational degree earners represent a major portion of the work force in Taiwan. However, the reality of computing education in Taiwan’s vocational schools is that it’s not so practically oriented, revealing much room for improvement. In this context, we conducted a quasi-experiment to examine the effects of applying web-based self-regulated learning, web-based problem-based learning with initiation, and their combination to enhance students’ computing skills. Four classes in successive years, with a total of 177 third-year students, were divided into 2 (SRL vs. non-SRL) × 2 (PBL with initiation vs. PBL without initiation) experimental groups. Results were generally positive. Results revealed that the effects of webenabled SRL, web-enabled PBL with initiation, and their combinations on students’ computing skills have significant differences. We hope that the online teaching method applied in this study is also useful for those teachers engaged in e-learning, specifically, in vocational schools.

scholarly journals Flipped Classroom for Improving Self-Regulated Learning of Pre-Service Teachers

2020 ◽  
Vol 14 (09) ◽  
pp. 110 ◽  
Author(s):  
Cecep Kustandi ◽  
Hirmana Wargahadibrata ◽  
Dini Nur Fadhillah ◽  
Suprayekti Suprayekti ◽  
Kunto Imbar Nursetyo
Keyword(s):  
Learning Outcomes ◽  
Mixed Method ◽  
Flipped Classroom ◽  
Self Regulated Learning ◽  
Self Confidence ◽  
Regulated Learning ◽  
Study Programs ◽  
E Learning ◽  
Faculty Of Education ◽  
Education Science

<p class="0abstract">This study aims to describe the use of the flipped classroom for improving the self-regulated learning of pre-service teachers. This explanatory mixed-method collected the information related to the characteristics of students who take Theory Learning courses through e-learning. This research collaborated with students of 2018 which included 30 students and 7 lecturers of Theory Learning courses from 7 study programs at the Faculty of Education Science, Universitas Negeri Jakarta. The results show by a one-tailed test at a significant level 0,05 with n-1 = 29 is 2,045, so tcount (5,843) &gt; ttable (2,045), means an increase after the use of flipped classroom learning outcomes in Theory Learning courses. And also improving self-regulated students. It can be concluded that in general the learning independence of the students of the Faculty of Education Science of Universitas Negeri Jakarta in the indicators has self-confidence categorized as positive<strong>.</strong></p>

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