Analysis of Student Learning Pattern in Learning Management System (LMS) using Heuristic Mining a Process Mining Approach

Author(s):  
Sabila Chanifah ◽  
Rachmadita Andreswari ◽  
Rokhman Fauzi
Author(s):  
Brooke Winckelmann ◽  
John Draeger

This essay explores ways instructors can be metacognitive about course design, including selecting tools in the Learning Management System (LMS) to support student learning. It offers strategies for being intentional about learning within the LMS and examples of online modules that can be directly incorporated into course instruction or can be self-contained, student-directed, and stand alone. These examples serve as a blueprint for creating predictable structures that offer guidance and opportunities for students to learn about their own learning. We also argue that purposeful use of LMS tools can provide opportunities for instructor to monitor student progress toward learning goals and make adjustments to their instructional method when appropriate.


2021 ◽  
Vol 18 (2) ◽  
pp. 1-11
Author(s):  
Diyah Sukanti Cahyaningsih ◽  
Taufiqurrahman Taufiqurrahman ◽  
Aditya Galih Sulaksono

Learning Management System (LMS) is a virtual space where learning activities are carried out remotely. LMS is an innovation in learning that is very useful during the COVID-19 pandemic and MBKM activities to facilitate distance student exchange. LMS should have facilities that are able to encourage learning motivation which will ultimately have implications for learning outcomes. This study examines the effect of using LMS on learning outcomes by placing learning motivation as an intervening variable. The sample of this research is students who use LMS, both MBKM participants and not in the 2020 academic year even. By using path analysis, this research proves that the use of LMS has an effect on student learning motivation, the use of LMS and student learning motivation has a significant effect on learning outcomes, and student learning motivation can be an intervening variable in this research model.


2020 ◽  
Vol 13 (1) ◽  
pp. 7-13
Author(s):  
Julius Zai ◽  
Suji Ardianti ◽  
Franciska Ayuningsih Ratnawati ◽  
Suci Nujul Hayati

In the 21st century, emphasizing renewal learning systems using information and communication technology (ICT). One uses a learning management system (LMS). This study aims to determine the effectiveness in implementing the learning Management System (LMS) aided by Edmodo to improve student learning outcomes on dynamic fluid material. This research was conducted at one of the Gamping 1 High Schools with a quasi-experimental research design. As a sample in this study were 11th grade X students, selected by random sampling. The research data collection instrument used to pretest and posttest and the results of the study were tested by N-Gain analysis. The results showed that the learning outcomes of students increased in the high category with very good student responses. This means Edmodo-assisted Learning Management System (LMS) is very effective to improve student learning outcomes on dynamic fluid material.


2020 ◽  
Vol 10 (2) ◽  
pp. 135-146
Author(s):  
Herlina Verawati

This paper describes the application of the Learning Management System and Blended Learning in the learning process of Christianity. The application of this learning system as an alternative to the Free Learning model during the adaptation period for New Normal in grade 4 Semester 1 students of SDN 8 Selat Hilir for the 2020/2021 academic year. The method used in this research is Classroom Action Research. The results showed that the application of the learning system used by Christian Religious Education teachers proved successful in improving student learning outcomes. This can be explained that in the pre-cycle the average score of student learning scores was 56.25 with 1 in 4 students completing. Furthermore, it increased in the first cycle, namely 68.75 with 2 students completing. Then in cycle II it increased again, namely 85.94 with 3 students who completed out of 4 students in class 4 Semester 1 in the 2020/2021 academic year at SDN 8 Selat Hilir. Likewise, the percentage of completeness increased from Pre-cycle 25%, increased in cycle I by 50%, and increased again to 70% in cycle II.


Author(s):  
Kasinyo Harto

Learning pattern of Islamic higher education, especially in Indonesia, is generally dominated by conventional learning with teacher-centered approach in which learning process focuses on the lectures, not on the students. As a result, the students tend to be passive and poor of creativity, less capable of arguing, trying, and appreciating science. Considering this reality, it is a necessity to make some efforts of reconstructing that learning pattern. One of them is doing bench-marking against universities in Australia, like Melbourne University. Therefore, this study focuses on learning management system of Melbourne University in relation to the development of learning quality. The result of the study shows that learning strategy developed at Melbourne University enhances student active learning through a variety of learning experiences, such as on-line discussion (collaborative learning), weekly readings, weekly exams, weekly assignments (independent learning), class presentation, and round table discussion. In addition, learning management system at Melbourne University has been running well along with an integrated system of ICT that enables the lecturers to communicate their courses and enables the students to interact dynamically with the tasks, lectures, and other students. It is expected that this can be an inspiration and alternative model for Islamic higher education institutions in Indonesia in designing their learning pattern and environment to promote active learning.


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