scholarly journals Exploring Factors and Indicators for Measuring Students’ Performance in Moodle Learning Environment

2021 ◽  
Vol 16 (12) ◽  
pp. 169
Author(s):  
Iman Rashid Al-Kindi ◽  
Zuhoor Al-Khanjari
Keyword(s):  
Learning Strategies ◽  
Learning Process ◽  
Online Courses ◽  
Smart Cities ◽  
Sultan Qaboos University ◽  
Personal Learning ◽  
Smart Learning ◽  
Holistic Understanding ◽  
And Performance ◽  
Data Log

One of the most important pillars of smart cities is the smart learning environ-ment. This environment should be well prepared and managed to improve the in-struction process for instructors from one side and the learning process for stu-dents from the other side. This paper presents the student’s Engagement, Behav-ior and Personality (EBP) predictive model. This model uses Moodle log data to investigate the influence and the effect of the students’ EBP factors on their per-formance. For this purpose, this paper uses the data log files of the "Search Strat-egies on the Internet" online course in Fall 2019 at Sultan Qaboos University (SQU) extracted from Moodle database. The intention of conducting this kind of experiments is of three-facets: 1. to assist in gaining a holistic understanding of online learning environments by focusing on student EBP and performance with-in the course activities, 2. to explore whether the student’s EBP can be considered as indicators for predicting student’s performance in online courses, and 3. to support instructors with insights to develop better learning strategies and tailor instructions for personal learning of individual students. Moreover, this paper takes a step forward in identifying effective methods to measure student’s EBP during the learning process. This may contribute to proposing a framework for the smart learning behavior environment that would guide the instructors to ob-serve students’ performance in a more creative way. All the 38 students who participated in this experiment had compatible statistics and results as the relationship between their Engagement, Behavior, Personality was symmetric with their Performance. This relationship was presented using a group of condition rules (If-then). The extracted rules gave us a straightforward and visual picture of the rela-tionship between the factors mentioned in this paper.

scholarly journals Smart Technological Learning Conceptual model

2018 ◽  
Vol 7 (2.28) ◽  
pp. 152
Author(s):  
Cakula Sarma
Keyword(s):  
Big Data ◽  
Lifelong Learning ◽  
Learning Strategies ◽  
Educational System ◽  
Learning Process ◽  
Technological Learning ◽  
Smart Learning ◽  
Individual Perception ◽  
Human Individual ◽  
Principal Directions

Lifelong learning in one of most important aspects of nowdays educational system, which is understood as continuation of the previously acquired education and the enrichment of the professional skills according to the demands of the vocation in question. It is very important to figure out the most effective technological solutions and principal directions for implementing work-based learning strategies in the learning process.  New smart learning individually oriented methodology has been developed based on human individual perception for fast growing information and big data society.  

FORMING PROFESSIONAL ENGLISH LANGUAGE SPEAKING COMPETENCE FOR FUTURE SOFTWARE ENGINEERS: PSYCHOEDUCATIONAL PECULIARITIES

2019 ◽  
pp. 52-59
Author(s):  
Iryna Nazarenko
Keyword(s):  
Learning Strategies ◽  
Learning Process ◽  
English Language ◽  
Personal Learning ◽  
Group Activities ◽  
Self Evaluation ◽  
Positive Side ◽  
Software Engineers ◽  
Characteristic Features ◽  
Psychological Features

This article draws attention to the importance of English language speaking competence mastery for future software engineers; some arguments in support are being well-grounded. The author offers analysis of existing scientific works of different scientists, who faced similar pedagogical problems and summarizes their findings. The article has its purpose to study possible pedagogical ways to improve English learning results among this category of students, by analyzing psychological features of these students’ category and developing own pedagogical recommendations. With the purpose to raise effectiveness on the way to form professional English language speaking competence of future software engineers, some age peculiarities of these students are being analyzed. The possible ways to apply these findings in the learning process are being discussed. The author gives detailed analyses of psychological features and the outlook of the students, studies professional features of programmers. The author comes out with personally developed pedagogical ways to use some of characteristic features of these students’ category, each of which, having its positive side, can be applied in favour of the learning process. Some recommendations to be applied in the process of forming professional English language speaking competence of future software engineers are systematized in a table. Among them are: the wide use of schematically represented matters, the extended use of self-evaluation and interpersonal evaluation among students, the advice to involve students in a wider range of group activities, including games, projects etc., encourage students’ introspection, the necessity of getting students acquainted with some aspects of the theory of communication, among which are the secrets of effective communication, etc. The important task is to induce students to acquire a number of personal learning strategies and apply them in the process of mastering English language speaking competence.

scholarly journals Re-Defining, Analyzing and Predicting Persistence Using Student Events in Online Learning

2020 ◽  
Vol 10 (5) ◽  
pp. 1722 ◽  
Author(s):  
Pedro Manuel Moreno-Marcos ◽  
Pedro J. Muñoz-Merino ◽  
Carlos Alario-Hoyos ◽  
Carlos Delgado Kloos
Keyword(s):  
Learning Environments ◽  
Predictive Models ◽  
Student Persistence ◽  
Online Courses ◽  
Strong Predictor ◽  
Student Behaviors ◽  
Smart Learning ◽  
Smart Learning Environments ◽  
And Performance ◽  
Reported Data

In education, several studies have tried to track student persistence (i.e., students’ ability to keep on working on the assigned tasks) using different definitions and self-reported data. However, self-reported metrics may be limited, and currently, online courses allow collecting many low-level events to analyze student behaviors based on logs and using learning analytics. These analyses can be used to provide personalized and adaptative feedback in Smart Learning Environments. In this line, this work proposes the analysis and measurement of two types of persistence based on students’ interactions in online courses: (1) local persistence (based on the attempts used to solve an exercise when the student answers it incorrectly), and (2) global persistence (based on overall course activity/completion). Results show that there are different students’ profiles based on local persistence, although medium local persistence stands out. Moreover, local persistence is highly affected by course context and it can vary throughout the course. Furthermore, local persistence does not necessarily relate to global persistence or engagement with videos, although it is related to students’ average grade. Finally, predictive analysis shows that local persistence is not a strong predictor of global persistence and performance, although it can add some value to the predictive models.

scholarly journals The MOOC Phenomenon: an useful data source for teachers

2016 ◽  
Vol 14 ◽  
pp. 8
Author(s):  
Mayara Lustosa de Oliveira ◽  
Eduardo Galembeck
Keyword(s):  
Learning Strategies ◽  
Learning Analytics ◽  
Large Scale ◽  
Online Courses ◽  
Student Centered ◽  
Student Centered Learning ◽  
Continuous Feedback ◽  
And Performance ◽  
Use Of Assessment ◽  
Answering Questions

INTRODUCTION: In recent decades, biological sciences had undergone an unprecedented revolution. The major focus of biology remains unchanged, but breakthrough discoveries have changed the nature of questions asked. Although the changes in the practice of biology as a science occur fast, in the curriculum they occur slowly. In order to transform this scenario, the Vision and Change project brings proposals that combine the use of student-centered learning methodologies, the alignment of learning objectives with evaluations and the use of assessments data to improve the teaching process. The Massive Open Online Courses (MOOCs) associated with learning analytics tools on a large scale provide great opportunities for achieving these goals. OBJECTIVES: To develop a MOOC that allows a student-centered experience and to assess aspects related to learning, such as: user’s behavior flow, grades, time spent answering questions and engagement in each activity. MATERIALS AND METHODS: The MOOC was built as a mobile application, named “The Cell”. Data here presented were collected from the “Chemical Composition of the Cell” module. We used two tools to treat user’s data: its own database, and Google Analytics. DISCUSSION AND RESULTS: We mapped users behavior to identify their learning strategies and performance. It was possible to identify students who were guessing and those who were seriously answering questions. Furthermore, it was also possible to verify which questions the students were missing most frequently. Learning analytics tools reduce the time to tabulate the data and enable specific and real time intervention by the instructors. CONCLUSION: The association between MOOCs and learning analytics tools are promising and effective to help teachers. They provide student’s behavior and performance indicators that allow intervening on identified weaknesses, to provide continuous feedback of student’s progress and the use of assessment data to enhance the learning process.

Qualitative analysis on perceived satisfaction in a b-learning program at a Portuguese University

2014 ◽  
Author(s):  
Célia Quintas ◽  
Ana Luísa Teixeira ◽  
Isabel Fernandes Silva ◽  
Jane Rodrigues Duarte
Keyword(s):  
Knowledge Management ◽  
Qualitative Analysis ◽  
Learning Strategies ◽  
Learning Process ◽  
Virtual Learning Environment ◽  
Learning Approaches ◽  
Learning Program ◽  
Perceived Satisfaction ◽  
E Learning ◽  
Learner Attitude

Knowledge management and learning are buzzwords in today’s society, both in terms of company competitiveness as well as in terms of education. Human resources are thus a priority for individuals and companies. The concept of knowledge management and of learning organizations has been object of increased interest by managers and scholars. The increased focus on these issues brings forth the individual as a crucial element in this process; individuals become key elements in competitiveness (Nonaka & Takeuchi: 1995) and protagonists of their own learning process (Senge: 1992).Additionally, the learning methodologies and strategies have also changed in the past decades, so that currently much is offered by means of b-learning and e-learning courses that, on the one hand, allow students to opt for several learning strategies, and on the other hand, require them to actively participate in their learning path. In fact, the evolution of ICT in studies and the growing experience of both teachers and students have gradually adapted to new methodologies. However, while materials and subject matter have been made easier and more accessible to students who do not attend classroom sessions, an underlying problem has always been present: bridging the physical distance among all the stakeholders involved in the learning process and all the difficulties that may emerge from this.Since its first edition in 2001, this Post-Graduation Program, now in its 12th edition, has undergone several changes, from its study plan to learning regime. As a means of responding to the demands of today’s market and in particular new learning styles, new possibilities have been made for attending the course which range from classroom, to blending and e-learning formats. As a means of fostering group spirit, synchronous and asynchronous participation of all students several changes were introduced this academic year. Besides the use of the Moodle platform, a Virtual Learning Environment (VLE) wiziq has been introduced.In 2013-14, the program includes students from Portugal (including the Azores), Mexico and Nigeria. Moreover, this Post-Graduation Program allows students to opt for f2f, b-learning and e-learning regimes, i.e., within the same group, some students attend classes by means of a VLE, others attend some classes f2f and others using the VLE and others attend f2f classes regularly, though they also have access to the VLE. A program that combines three learning approaches/methodologies/strategies allows the possibility of assessing possible differences in terms of efficiency of these three learning methodologies, considering that these imply a change in expectations, attitude and cognitive process.Our paper focuses on a study carried out in a Post-Graduation Program at a Portuguese university, on perceived satisfaction regarding the use of ICT tools in the program, a theme which has already been object of study at UAL in recent years, both in terms of assessing and monitoring learning progress, of learner attitude toward their learning paths (Fernandes Silva & Rodrigues Duarte. 2011a & b) and the tools and methodologies made available to them and of perceived satisfaction (Fernandes Silva & Quintas: 2013).This paper corresponds to a 1st stage of a broader study that will involve all students in the referred program in 2013-14 as well as all the lecturers. Initially, a qualitative analysis is carried out based on semi-structured interviews; at a 2nd stage, we aim to create a questionnaire to be applied to a wider population.

The Analyses of Learning Strategies in English as a Second Language: Theoretical Classification and Measurement Test

2020 ◽  
Vol 4 (2) ◽  
pp. 118-129
Author(s):  
Asti Gumartifa ◽  
◽  
Indah Windra Dwie Agustiani
Keyword(s):  
Language Learning ◽  
Learning Outcomes ◽  
Learning Strategies ◽  
Learning Process ◽  
English Learners ◽  
English Language ◽  
Point Of View ◽  
Effective Learning ◽  
The Impact

Gaining English language learning effectively has been discussed all years long. Similarly, Learners have various troubles outcomes in the learning process. Creating a joyful and comfortable situation must be considered by learners. Thus, the implementation of effective learning strategies is certainly necessary for English learners. This descriptive study has two purposes: first, to introduce the classification and characterization of learning strategies such as; memory, cognitive, metacognitive, compensation, social, and affective strategies that are used by learners in the classroom and second, it provides some questionnaires item based on Strategy of Inventory for Language Learning (SILL) version 5.0 that can be used to examine the frequency of students’ learning strategies in the learning process. The summary of this study explains and discusses the researchers’ point of view on the impact of learning outcomes by learning strategies used. Finally, utilizing appropriate learning strategies are certainly beneficial for both teachers and learners to achieve the learning target effectively.

MODIFIKASI MODEL PEMBELAJARAN TEAM ASSISTED INDIVIDUALIZATION DENGAN STRATEGI PEMBELAJARAN TUGAS DAN PAKSA

2019 ◽  
Vol 2 ◽  
Author(s):  
Lea Christy Restu Kinasih ◽  
Dewi Fatimah ◽  
Veranica Julianti
Keyword(s):  
Cooperative Learning ◽  
Learning Strategies ◽  
Learning Process ◽  
Learning Model ◽  
Learning Models ◽  
Classroom Learning ◽  
Quality Of Learning ◽  
The Given

The selection and determination of appropriate learning strategies can improve the results to be obtained from the application of classroom learning models. This writing aims to discipline students to develop individual abilities of students to be more active in the learning process and improve the quality of learning. The learning process in Indonesia in general only uses conventional learning models that make students passive and undeveloped. In order for the quality of learning to increase, the Team Assisted Individualization learning model is combined with the task learning and forced strategies. The Team Assisted Individualization cooperative learning model is one of the cooperative learning models that combines learning individually and in groups. Meanwhile, task and forced learning strategies are strategies that focus on giving assignments that require students to complete them on time so that the learning process can run effectively. Students are required to do assignments according to the given deadline. This makes students become familiar with the tasks given by the teacher. Combining or modifying the learning model of the assisted individualization team with forced and forced learning strategies is expected to be able to make students more active, disciplined, independent, creative in learning and responsible for the tasks assigned. Therefore this method of incorporation is very necessary in the learning process and can be applied to improve the quality of learning in schools.

MODIFIKASI MODEL PEMBELAJARAN QUANTUM LEARNING DENGAN STRATEGI PEMBELAJARAN TUGAS DAN PAKSA

2019 ◽  
Vol 2 ◽  
Author(s):  
Erna Pebriana ◽  
Bela Mustika Sari ◽  
Yasa Abdurrahman
Keyword(s):  
Student Learning ◽  
Learning Outcomes ◽  
Learning Strategies ◽  
Learning Process ◽  
Learning Strategy ◽  
Mathematics Learning ◽  
Learning Approaches ◽  
Quantum Learning ◽  
Task Strategies ◽  
Improve Student Learning

This writing aims to make students more active and disciplined in the learning process and can also increase creativity and learning outcomes. The low mathematics learning outcomes are not only due to difficult mathematics, but are caused by several factors which include students themselves, teachers, learning approaches, and learning environments that are interconnected with each other. To improve the ability and results of learning it is necessary to make modifications to the task learning strategy and force. Quantum learning is a tip, a guide, a strategy and an entire learning process that can sharpen understanding and memory, and make learning a pleasant and useful process. Task and Forced Learning Strategies are strategies that focus on giving assignments and a little coercion so that students complete their tasks on time so that the learning process can run effectively. Therefore, the writer modifies the model of quantum learning with task and forced learning strategies, the results of this modification show that learning with quantum learning models with forced and task strategies can improve the learning process so that students become more disciplined in doing tasks, can motivate student learning, and can improve student learning outcomes.

UPAYA MENINGKATKAN KOMPETENSI GURU DALAM MENYUSUN RENCANA PELAKSANAAN PEMBELAJARAN MELALUI BIMBINGAN BERKELANJUTAN DI SD NEGERI 017 KUNTO DARUSSALAM TAHUN 2017

2020 ◽  
Author(s):  
Sri Winarsih
Keyword(s):  
Learning Strategies ◽  
Learning Process ◽  
School Principal ◽  
Initial Condition ◽  
Research Subjects ◽  
Analysis Techniques ◽  
Pedagogical Competence ◽  
Treatment Data ◽  
The Subject

This study aims to determine the appropriate steps in carrying out academic supervision so as to be able to improve the pedagogical competence of teachers, especially in the learning process which in turn will affect the improvement of the quality of education.The study was conducted in two cycles. Each cycle has different planning, implementation, observation and reflection. Research subjects of the principal and teacher. The school principal with his academic supervision measures, while the Kunto Darussalam Elementary School 017 teacher as an object as well as the subject in providing academic supervision treatment. Data collection techniques through class supervision with stages of supervising teachers in the learning process and observation of classroom learning, to record important events related to research, especially at the time of the processlearning takes place.Data analysis techniques that guide data processing using a percentage (%) of achievement with 100 constants. And to see the interpertation using score interpertation criteria to strengthen the interpretation in conclusions as follows: 80% - 100% (Very Good), 66% - 79 % (Good), 56% - 65% (Enough), and 40% - 55% (Less).The results showed that the ability of teachers in the implementation of the learning process experienced an increase in the percentage at each stage, from the first cycle reached an average of 63% (sufficient) and in the second cycle reached an average of 68% (good). There is an increase in teacher's ability by 5% from cycle I. In detail there is a significant increase in the initial condition of the school when compared to the final condition in the second cycle. The accuracy of teachers entering the class increased by 48%, the use of learning media increased by 32%, varied methods increased by 31%, and learning strategies increased by 36%.

Inner Democracy

2020 ◽  
Author(s):  
Hubert J. M. Hermans
Keyword(s):  
Identity Politics ◽  
Learning Process ◽  
Hate Speech ◽  
Freedom Of Speech ◽  
Constitutional Rights ◽  
Social Scientists ◽  
Basic Premise ◽  
Personal Learning ◽  
Societal Problems ◽  
Hearts And Minds

This book investigates the psychological background of contemporary societal problems such as hate speech, authoritarianism, and divisive forms of identity politics. As a response to these phenomena, the book presents the basic premise that a democratic society needs citizens who do more than just express their preference for free elections, freedom of speech, and respect for constitutional rights. Democracy has vitality only if it is rooted in the hearts and minds of its participants who are willing to plant it in the fertile soil of their own selves. In the milieu of tension created by societal power clashes and absolute-truth pretensions, the book investigates how opposition, cooperation, and participation work as innovative forces in a democratic self. Democracy is understood as a personal learning process and as a dialogical play between thought and counter-thought, between imagination and counter-imagination, and between emotion and reason. The book is written for social scientists, teachers, and journalists.

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