scholarly journals Predicting Students Graduate on Time Using C4.5 Algorithm

2021 ◽  
Vol 7 (1) ◽  
pp. 67
Author(s):  
Herman Yuliansyah ◽  
Rahmasari Adi Putri Imaniati ◽  
Anggit Wirasto ◽  
Merlinda Wibowo
Keyword(s):  
Learning Process ◽  
Teaching And Learning ◽  
Prediction Performance ◽  
Faculty Members ◽  
Effective Learning ◽  
Processing Data ◽  
C4.5 Algorithm ◽  
New Students ◽  
Three Stages ◽  
And Performance

Background: Facilitating an effective learning process is the goal of higher education institutions. Despite improvement in curriculum and resources, many students cannot graduate on time. Mostly, the number of students who graduate on time is lower than the number of new students enrolling to universities. This could dilute the chance for students to learn effectively as the ratio between faculty members and students becomes non-ideal.Objective: This study aims to present a prediction model for students’ on-time graduation using the C4.5 algorithm by considering four features, namely the department, GPA, English score, and age.Methods: This research was completed in three stages: data pre-processing, data processing and performance measurement. This predicting scheme make the prediction based on the department of study, age, GPA and English proficiency.Results: The results of this study have successfully predicted students’ graduation. This result is based on the data of students who graduated in 2008-2014. The prediction performance result achieved 90% of accuracy using 300 testing data.Conclusion: The finding is expected to be useful for universities in administering their teaching and learning process.

scholarly journals Administrasi Sarana dan Prasarana

2020 ◽  
Author(s):  
alqori luthfi
Keyword(s):  
Learning Process ◽  
Teaching And Learning ◽  
Planning Process ◽  
Learning Activities ◽  
Educational Goals ◽  
Educational Facilities ◽  
Effective Learning ◽  
Teaching Aids ◽  
And Performance ◽  
Process Supervision

Administration of educational facilities and infrastructure is a series of activities and all components that help the effectiveness and performance to be effective and efficient in accordance with the desired educational goals. In teaching and learning activities facailities and infrastructure is needed in order to support the smooth process of its activities , so that the management of facilities and infrastructure is needed by every agency , especially schools. Besides that, the teacher plays an important role in the administration of facilities and infrastructure, such as being involved in the planning process of teaching aids, involved in the use and maintenance of teaching aids used by the teacher during the teaching and learning process, supervision in the use of practical tools by students. Facilities and infrastructure become an important part in supporting learning , because without the supporting facilities and infrastructure , the learning process cannot run optimally , therefore management of facilities and infrastructure is needed to realize effective learning.

scholarly journals proses administrai pendidikan

2019 ◽  
Author(s):  
Nabila sarah hafni
Keyword(s):  
Learning Process ◽  
Drop Out ◽  
Admission Process ◽  
Effective Learning ◽  
School Year ◽  
School Rules ◽  
New Students ◽  
Three Stages ◽  
Academic Year

Student administration is the process of organizing and services in matters relating to students in a school starting from planning the admission of new students, coaching while students are in school, until students complete their education.Student administration is carried out through efforts to create an atmosphere conducive to an effective learning process. The task of the principal and teachers is to provide services by showing what students need, feel and aspire to within the limits of authority, desires and applicable school rules and regulations.Student administration is the activity of recording students from the admission process until students graduate from school or drop out due to transfer schools or other reasons. Student Administration ProcessActivities carried out in the context of student administration are divided into three stages, namely administrative activities at the beginning of the school year, administration during the school year and administration at the end of the school year.a. Early Academic Year ActivitiesThe activity of the beginning of the school year carried out by each school is to carry out admission of new students. Admission of students is the process of selection and recording of students who enter a particular school after fulfilling the requirements specified by the school.

Effectiveness of International Distance Education in High School between Thailand and Japan

2013 ◽  
pp. 336-349
Author(s):  
Natcha Pavasajjanant
Keyword(s):  
Teaching And Learning ◽  
Course Design ◽  
Course Evaluation ◽  
Student Feedback ◽  
Traditional Lecture ◽  
Course Content ◽  
Media Usage ◽  
Effective Learning ◽  
Three Stages ◽  
Self Learning

This article presents a view of the effectiveness of teaching and learning systems by focusing on how courses using ICT can be designed based on educational theories and evaluated using student feedback. This study analyzes a distance learning project in which Thai and Japanese (grade 10) students studied how to use MX Flash software for the creation of animations. In designing the course prior to implementation, the theoretical framework was examined and the Constructivism theory and the Bloom’s taxonomy were adopted. From these perspectives, effective learning-teaching methods are determined by course content, conditions of teaching processes, and media usage. The teaching processes were classified with the following three stages determined: (1) traditional lecture; (2) self-learning; and (3) collaborative learning. At the end of each class, the students were asked to respond to the course evaluation related to following the three domains: (1) comprehension; (2) cognitive load; and (3) motivation. These evaluations by the students were fully utilized in a regression analysis which examined whether the course design was appropriate for student understanding.

New approach for target setting mechanism of course outcomes in higher education accreditation

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Dayananda P ◽  
Mrityunjaya V. Latte ◽  
Mahesh S. Raisinghani ◽  
Sowmyarani CN
Keyword(s):  
Higher Education ◽  
Learning Process ◽  
Teaching And Learning ◽  
Faculty Members ◽  
Target Setting ◽  
New Approach ◽  
Content Type ◽  
Standard Quality ◽  
Faculty Experience ◽  
Course Outcomes

PurposeStandard quality is very highly important parameter in the education sector. Accreditation is a process where standard quality of education is given and the process of continuous improvement is defined. Emphasizing quality of student education is achieved through outcome-based education system (OBE). Program outcomes signify the comprehension, skills and attitude the students should have at the end of the program. At the end of each course, course outcomes signify the knowledge acquired by the students. Course outcomes assessment is one of the key aspects of the OBE model. In this research, the following four factors: subject quality, number of times subject handled by faculty members, faculty experience and student quality with different weightage, are used for analysis of the target setting for individual courses, used for higher education accreditation. This new approach for target setting will improve the teaching and learning process.Design/methodology/approachFour factors: subject quality, number of times subject handled by faculty members, faculty experience and student quality with different weightage, are used for analysis of the target setting for individual courses, used for higher education accreditation.Practical implicationsUsing proposed approach, higher targets can be achieved in teaching and learning.FindingsNew approach for target setting will improve the teaching and learning process.Research limitations/implicationsProposed approach for target setting will improve the teaching and learning process; it should be implemented across all engineering colleges or universities.Social implicationsAll engineering colleges will have impact on teaching and learning process.Originality/valueThe following four factors: subject quality, number of times subject handled by faculty members, faculty experience and student quality with different weightage, are used for analysis of the target setting for individual courses, used for higher education accreditation.

TEACHERS’ SKILLS OF EVALUATION AND PLANNING AS A PREREQUISITE FOR MANAGING EFFECTIVE LEARNING FOR THE DEVELOPMENT OF STUDENTS’ IN–DEPTH UNDERSTANDING AND COMPETENCE

2018 ◽  
pp. 51
Author(s):  
Aivars Vilkaste
Keyword(s):  
Effective Teaching ◽  
Learning Outcomes ◽  
Teaching And Learning ◽  
Systematic Evaluation ◽  
School Teachers ◽  
Effective Learning ◽  
Individual Teacher ◽  
And Performance ◽  
Teaching Learning ◽  
Development Of Students

Teaching and learning is a bilateral process and students’ learning outcomes depend to a large extent on the motivation and performance of each individual teacher in the classroom and on the activities of all school teachers. Teacher's ability to evaluate and plan teaching and learning is one of the most important professional skills because systematic evaluation, planning and re-evaluation are an integral part of learning and maximization of development, which makes teaching effective and provides students with a profound understanding and competence. These are the means by which it can be ascertained that the results achieved are in line with national and local educational requirements. The paper analyzes the teachers' understanding of effective teaching and their skills to evaluate the teaching/learning process and to plan effective teaching as well as the need to improve teachers’ evaluation and planning skills.

Data literacy for teaching and learning in higher education institutions

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Rexwhite Tega Enakrire
Keyword(s):  
Higher Education ◽  
Teaching And Learning ◽  
Performance Test ◽  
Rating Scale ◽  
Document Analysis ◽  
Content Type ◽  
Data Literacy ◽  
Processing Data ◽  
Different Types ◽  
And Performance

Purpose The purpose of this study is to investigate data literacy (DL) for teaching and learning in higher education institution, as data has become a crucial component in the accomplishment of task and decision-making in diverse sector, specifically higher education institutions (HEIs), where students’ records, results and research activities are managed in data form. Design/methodology/approach This study adopted the interpretive content/document analysis harvested from database of Web of Science in this study. The use of content/document analysis became essential to establish appropriate empirical evidence that relates to this study. This was to support the argument of detailed systematic examination, which the author establishes in the study. The interpretive content/document analysis was based on systematic literature review on specific objectives. Findings Findings indicates that DL is crucial in HEIs. Different types of data collection methods, such as rating scale, reporting, questionnaire, interview, observation, checklist, project, registration, assignment and performance test, were noticed in specific institutional cases. Subsequent conceptual and pedagogical foundations in processing data were obtain through continuous reskilling to acquire adequate knowledge and skills of DL. Social media and institutional repository are now used to digitise data. Different types of skills and abilities were used to search, analyse, adopt and share data in HEIs. This study recommends strategies of the use of different databases for data digitisation and creation of awareness on DL education in HEIs in Africa, specifically Nigeria. Originality/value This study is insightful with the understanding of DL in HEIs. The significance in this era of digital literacy become essential, as the need to have the knowledge and application of the use of data is important because of how it serves scholar in decision-making and planning in organisational productivity. The rationale towards this study on DL was on the basis that the world is a global village and without data, no organisation or HEIs could function adequately. Several types of data collected, such as rating scale, reporting, questionnaire, interview, observation, checklist, project, registration, assignment and performance test, have transformed institutional cases, for better and quality management operations. The subsequent conceptual and pedagogical foundations in processing data resulted in continuous reskilling, to sharpen learn and unlearn enterprise.

scholarly journals Learning Model at SD Muhammadiyah 3 Pandaan During the Covid-19 Pandemic

2021 ◽  
Vol 10 ◽  
Author(s):  
Harnum Putri Almaidah ◽  
Muhlasin Amrullah
Keyword(s):  
Learning Outcomes ◽  
Mobile Phones ◽  
Learning Process ◽  
Teaching And Learning ◽  
Learning Model ◽  
Learning Models ◽  
Effective Learning ◽  
Implementation Model ◽  
Inhibiting Factors ◽  
Main Factors

This study aims to describe the learning implementation model during the COVID-19 pandemic at SD Muhammadiyah 3 Pandaan. The research was conducted at SD Muhammadiyah 3 Pandaan City with one of the teachers as resource persons. This research uses descriptive qualitative research. The results of this study are observations of learning models at SD Muhammadiyah 3 Pandaan during the covid-19 pandemic. Learning that is usually carried out in person is now being shifted to distance learning or daring. In the implementation of learning during this pandemic, appropriate and effective learning models are needed to support the success of the teaching and learning process. The application of the learning model is one of the main factors in the learning process. This is because when applying the appropriate learning model, the learning process and learning outcomes will be as expected. There are several factors that support teachers in the learning process, namely the availability of mobile phones, quotas and a stable internet network. In addition to the factors that support bold learning, there are also several inhibiting factors for teachers in bold learning. The inhibiting factors include not all students have cellphones and there are still many parents who are busy working.

scholarly journals Administrasi Peserta Didik

2020 ◽  
Author(s):  
Adek Siti Nurhalizah
Keyword(s):  
Learning Process ◽  
Teaching And Learning ◽  
Free Time ◽  
Dropping Out ◽  
Educational Goals ◽  
Education Student ◽  
Admission Process ◽  
Student Activities ◽  
Specific Goal ◽  
New Students

Student administration is the process of organizing and services in matters relating to students in a school starting from planning the admission of new students, coaching while students are in school, until students complete their education. Student administration is the activity of recording students from the admission process to students graduating from school or dropping out because of transferring schools or other reasons. The purpose of student administration is to organize student activities so that these activities support the teaching and learning process at school, furthermore, the teaching and learning process at school can run smoothly, orderly and regularly so that it can contribute to the achievement of school goals and overall educational goals. The purpose of the administration of students in education in general is to regulate all activities related to students so that the learning process runs effectively and efficiently so that educational goals can be achieved to the maximum. While the specific goal is to help students improve and develop attitudes, knowledge, abilities, and skills towards something, help students develop interests, talents according to their needs, help students develop positive and realistic attitudes, help students use their free time, and help students to obtain happiness and prosperity of life by achieving and completing their education to the maximum.

scholarly journals Hubungan Manajemen Tindakan Kelas Terhadap Hasil Belajar Bahasa Indonesia

2021 ◽  
Author(s):  
Uniqbu
Keyword(s):  
Learning Outcomes ◽  
Learning Process ◽  
Teaching And Learning ◽  
Strong Influence ◽  
Optimal Level ◽  
Listening Skills ◽  
Effective Learning ◽  
Fifth Grade Students ◽  
Story Listening ◽  
Quantitative Descriptive

Improving the quality of education will be achieved if the teaching and learning process by the teacher held in the classroom is truly effective and useful for achieving the expected knowledge, attitudes, and skills. Because basically, the teaching and learning process is the core of the overall education process, while the teaching and learning process is carried out in many formal activities in the classroom where the teacher is one of the important factors in determining the success of the teaching and learning process in the classroom. Therefore teachers are required to be able to improve their roles and competencies, competent teachers will be more able to create an effective learning environment and will be more capable of Classroom Action Management so that student learning outcomes are at an optimal level. The purpose of this study was to determine the effect of classroom action management on Indonesian learning outcomes, the subject of story listening skills in SD Negeri 1 Kaobula. The method used in this research is quantitative descriptive which is used as a research design that clearly and clearly describes the research variables in the form of numbers and statistics. The population of this research is the fifth-grade students of SD Negeri 1 Kaobula which consists of 24 students. Based on the results of the study, it is concluded that the influence between the X variable (classroom action management) and the Y variable (Civics learning outcomes) has a strong influence between the two variables. If we look at the amount of oxy obtained, namely: 0, 620 it turns out to be between 0.40. 0.60. It can be stated that the correlation between variable X and variable Y is a relatively strong influence. Thus, the authors can simply give an interpretation of the oxy, namely that there is a significant positive effect between variable X and variable Y.

scholarly journals administrasi peserta didik

2019 ◽  
Author(s):  
Mita sofia
Keyword(s):  
Learning Process ◽  
Education Student ◽  
Effective Learning ◽  
School Rules ◽  
New Students

Abstract-Student administration is the process of managing and services in matters relating to students in a school starting from planning the admission of new students, coaching while students are at school, until students complete their education Student administration is carried out through efforts to create a conducive atmosphere for an effective learning process. The task of the principal and teachers is to provide services by showing what students need, feel and aspire to within the limits of authority, desires and applicable school rules and regulations.

Sign in / Sign up

Export Citation Format

Share Document