scholarly journals Prediksi Hasil Belajar Siswa Secara Daring pada Masa Pandemi COVID-19 Menggunakan Metode C4.5

2021 ◽  
pp. 120-127
Author(s):  
Yetti Fitriani ◽  
Sarjon Defit ◽  
Gunadi Widi Nurcahyo
Keyword(s):  
Online Learning ◽  
Student Learning ◽  
Learning Outcomes ◽  
Student Learning Outcomes ◽  
Training Data ◽  
Test Results ◽  
Decision Criteria ◽  
Face To Face ◽  
Testing Method ◽  
Daily Test

Student learning in schools has changed since the Covid-19 pandemic. Student learning in normal conditions is carried out face-to-face and turns into online or online learning. The research was conducted to predict student learning outcomes during the COVID-19 pandemic so that the results of this study can be used as a reference in policymaking in schools. The C4.5 method was used in the study to classify the data for class XII of the Multimedia Department at SMKN 2 Padang Panjang and the classification results could predict student learning outcomes during the pandemic. Processed student value data were taken from 1 (one) subject as the research data sample. Analysis of the value of student learning outcomes using the C4.5 Method to obtain new knowledge from student learning outcomes data carried out during the COVID-19 pandemic. The data analyzed consisted of attributes of attendance, assignments, daily tests, and test scores which influenced the decision criteria for student learning outcomes in online learning. The learning outcome decision criteria consist of "Satisfactory" and "Not Satisfactory" which refer to the Minimum Completion Criteria. Tests conducted on the training data of learning outcomes show that the value of the Daily Test is the most influential attribute in decision making. Implementation of the results using the RapidMiner Studio 9.2.0 software and produces an accuracy of 83.33% of the test data testing with the rules of data analysis training results. The results of the C4.5 classification testing method in this study can be used to predict student learning outcomes. The test results with an accuracy of 83.33% can be recommended to help schools in making policies

scholarly journals ANALISIS HUBUNGAN KESIAPAN BELAJAR SECARA DARING DI ERA PANDEMI COVID-19 TERHADAP HASIL BELAJAR STATISTIKA

2021 ◽  
Vol 1 (3) ◽  
pp. 138-143
Author(s):  
Fitry Wahyuni ◽  
Muhammad Daut Siagian
Keyword(s):  
Online Learning ◽  
Student Learning ◽  
Learning Outcomes ◽  
Student Learning Outcomes ◽  
Design Data ◽  
Learning Readiness ◽  
Face To Face ◽  
Statistics Course ◽  
Quantitative Descriptive ◽  
Online Learning Readiness

This study was motivated by the transformation of the learning process from face-to-face to online learning due to the Covid-19 pandemic. This study aims to analyze students' online learning readiness in the Covid-19 pandemic era regarding statistics learning outcomes. This research is a quantitative descriptive study using a regression research design. Data collection was carried out by providing online learning readiness questionnaires and statistical material tests to students. Based on the results of data analysis, it was found that there was a relationship between online learning readiness and student learning outcomes statistics, with the acquisition price of Fcount = 4.195 and a significance value of 0.048 <0.05, and 46.1% of student statistics learning outcomes were influenced by learning readiness and the rest was influenced by external factors. student learning readiness. Based on these results, it is concluded that online learning readiness affects student learning outcomes statistics, where the large influence of learning readiness is 46.1%. Therefore, so that lecturers and students can maximize factors outside of learning readiness so that the achievements and objectives of the statistics course can be maximally achieved even though learning is carried out online.

scholarly journals INCREASED LEARNING ACTIVITIES AND OUTCOMES THROUGH ONLINE LEARNING WITH GOOGLE CLASSROOM IN THE COVID-19 PANDEMIC PERIOD

2020 ◽  
Vol 5 (1) ◽  
Author(s):  
Sutrisno Sutrisno
Keyword(s):  
Online Learning ◽  
Student Learning ◽  
Learning Outcomes ◽  
Best Practice ◽  
Student Learning Outcomes ◽  
Learning Activities ◽  
Student Activities ◽  
Face To Face ◽  
Average Value ◽  
Face To Face Learning

This Best Practice writing aims to: (1) describe the increase in student learning activities through online learning with Google Classroom and (2) describe the improvement in student learning outcomes through online learning with Google Classroom during the Covid-19 pandemic. The subject of the writing of this Best Practice is the students of class XI MIPA 2 in SMA N 1 Bantul in Academic Year 2019/2020, with a total of 30 students. Writing this Best Practices using descriptive methods. Information is collected based on student activities through documentation and student learning outcomes using tests. The strategy used is online learning with Google Classroom through five operational stages, namely: (1) Teacher Planning Learning Implementation Plan (RPP); (2) The teacher starts the learning and assignment material then uploads it to Google Classroom; (3) Students learn learning materials and work on assignments given by the teacher with Google Classroom using a cellphone or laptop; (4) The teacher monitors the implementation of the online learning process; (5) The teacher provides feedback online learning and the work done by students is also uploaded. The implementation of online learning with Google Classroom during the Covid-19 pandemic can increase: (1) student activity in learning. The percentage of student activeness in face-to-face learning was 71.39% with the active category increasing to 75.83% with the very active category in online learning with Google Cassroom; and (2) student learning outcomes. The average value of student learning outcomes in KD previously with face-to-face learning was 85.16 with a good category, an increase of 5.11 to 90.27 with a good category in online learning using Google Classroom on the Job Application Letter material.

scholarly journals Online Learning with Google Forms Included with Youtube and Link Material

2021 ◽  
Vol 2 (2) ◽  
pp. 551-556
Author(s):  
Masnurul Shalihah
Keyword(s):  
Online Learning ◽  
Student Learning ◽  
Learning Outcomes ◽  
Student Learning Outcomes ◽  
Learning System ◽  
Face To Face ◽  
Corona Virus ◽  
The Face ◽  
Face To Face Learning ◽  
Improve Student Learning

The increasing number of people infected with the corona virus causes the disruption of the face-to-face learning process directly, because it can cause the emergence of new corona virus clusters in schools. As a substitute is the implementation of an Online learning system. The purpose of this research is to improve student learning outcomes in online learning using a combination, google form, youtube and material links. This research method is in the form of data collection on the value of student learning outcomes that are analyzed in a descriptive and classical manner using a formula to find the presentation of student learning outcomes. The benefit of this research is that it can be used as a reference for exploring the concept of Google Forms, Youtube and Link Material in online learning. The results of this study indicate that online learning using a combination of google form, youtube and material links can improve learning motivation, learning activities and improve student learning outcomes.

scholarly journals Inclusive considerations for optimal online learning in times of disasters and crises

2020 ◽  
Vol 121 (7/8) ◽  
pp. 481-486 ◽  
Author(s):  
Kim M. Thompson ◽  
Clayton Copeland
Keyword(s):  
Online Learning ◽  
Learning Environment ◽  
Student Learning ◽  
Students With Disabilities ◽  
Learning Outcomes ◽  
Student Learning Outcomes ◽  
Online Learning Environment ◽  
Face To Face ◽  
Course Redesign ◽  
And Training

Emergencies can create situations where traditional face-to-face courses need to quickly be transferred to be online. When transitioning, it is easy to focus on simply moving content into an online learning management system quickly and training instructors and students in the basics of how to use the platform in a pared-down learning structure. However, this article argues that approaching emergency course redesign with accessibility in mind at the start of the transition will ensure that more students, including students with disabilities, succeed in the online learning environment. This also helps ensure the course is designed for optimal student learning outcomes.

MENERAPKAN MODEL PEMBELAJARAN KOOPERATIF TIPE NUMBERED HEADS TOGETHER (NHT) UNTUK MENINGKATKAN HASIL BELAJAR IPS KELAS IVB SDN 011 BUKIT GAJAH KECAMATAN UKUI KABUPATEN PELALAWAN

2017 ◽  
Vol 5 (3) ◽  
pp. 198
Author(s):  
Asriati '
Keyword(s):  
Student Learning ◽  
Learning Outcomes ◽  
Student Learning Outcomes ◽  
Learning Outcome ◽  
Research Data ◽  
Test Results ◽  
Student Activity ◽  
Improve Student Learning ◽  
Class Iv ◽  
Daily Test

Based on the experience of researchers teach in class IV student learning outcomes IPS ClassIVB SDN 011 Bukit Gajah Kecamatan Ukui Kabupaten Pelalawan. In SDN 011 Bukit GajahKecamatan Ukui Kabupaten Pelalawan that the results of learning IPS as expected has notbeen achieved in accordance with the standards of completeness, Of KKM has beendetermined that 70, only about 12 students who were able to transcend the KKM and theremaining 10 students have not been able to achieve a predetermined KKM. In this regard,we need a method of learning that is able to facilitate students to gain experience of learningso as to provide greater opportunities for students to be able to develop in accordance withthe wishes and abilities. The purpose of this research is to improve student learning outcomesIPS SDN 011 Class IVB SDN 011 Bukit Gajah Kecamatan Ukui Kabupaten Pelalawan byimplementing cooperative learning model numbered heads together (NHT). This researchforms a classroom action research (PTK). From the research data is a daily test results ofstudents from elementary to UH I score has risen from an average of 60.78 into 77.5 18.09%.IPS learning outcome from the base score to UH II also increased, namely from 60.78 into83.28 by 37.02% and the teacher's activities each meeting has increased. From the firstmeeting in the first cycle of the activities of teachers percentage is 58.33% increased in thesecond cycle at the last meeting be 87.5%. Activities of students each meeting also increased.In the first cycle of the first meeting of student activity percentage was 58.33% and increasedin the second cycle last meeting to 83.33.

scholarly journals Analisis Deskriptif Hasil Belajar Pembelajaran Tatap Muka dan Pembelajaran Online Menurut Gaya Belajar Mahasiswa

2019 ◽  
Vol 18 (2) ◽  
pp. 339-346
Author(s):  
Anthony Anggrawan
Keyword(s):  
Online Learning ◽  
Learning Styles ◽  
Student Learning ◽  
Learning Outcomes ◽  
Descriptive Analysis ◽  
Student Learning Outcomes ◽  
Learning Models ◽  
Face To Face ◽  
Face To Face Learning ◽  
Student Learning Styles

Each higher education institution has a choice of learning models to be held, namely face-to-face learning, online learning, and blended learning. Face-to-face and online learning models have advantages and disadvantages in supporting student learning styles. Student learning styles not only represent what students like in learning, but also affect student learning outcomes. So it is not surprising, until now there is still a crossing of opinion in the achievement of learning, face-to-face learning or online learning that provides better results. This study provides an answer solution to learning English, whether face-to-face learning or online learning that is superior in cognitive learning outcomes according to student learning styles. The results of the descriptive analysis in this study concluded that students with auditory and visual learning styles taught with online learning models had higher average learning outcomes compared to students taught with face-to-face learning models; there is no difference in the average value of kinesthetic student learning outcomes between students who are taught by face-to-face learning with students who are taught by online learning; and in general the results of descriptive analysis show that online learning students are more successful in achieving learning outcomes compared to face-to-face learning students in learning English.

Tingkat Pemahaman Siswa dalam Pembelajaran Daring dan Tatap Muka Langsung dalam Masa Pandemi Covid-19 Terhadap Bimbingan TIK Menggunakan Metode Backpropagation

2021 ◽  
pp. 95-101
Author(s):  
S Salmiati ◽  
Yuhandri Yunus ◽  
S Sumijan
Keyword(s):  
Student Learning ◽  
Learning Outcomes ◽  
Predictive Accuracy ◽  
Cognitive Learning ◽  
Student Learning Outcomes ◽  
Face To Face ◽  
Backpropagation Method ◽  
Face To Face Learning ◽  
Level Of Understanding ◽  
The Right

The Covid-19 pandemic has a major impact on the world of education. Government policies to implement Distance Learning (PJJ) have an impact on learning in schools. Increasing ICT competence is needed to support the smooth running of PJJ. One of them is through ICT guidance activities during the Covid-19 Pandemic. SMP Negeri 1 Lengayang carried out online and face-to-face ICT guidance activities during the Covid-19 Pandemic. However, student learning outcomes in online and face-to-face learning have not shown maximum results. Various obstacles arise that affect student learning outcomes. Teachers have difficulty measuring the level of students' understanding of ICT guidance. Predicting the level of understanding of students is important as a measure of learning success during the Covid-19 Pandemic. This study aims to predict the level of understanding of students in online and face-to-face learning during the Covid-19 period, so that it can also help schools to take the right policies to improve the quality of learning for the future. This study uses the Backpropagation method of Artificial Neural Network (ANN). ANN is a part of artificial intelligence that can be used to predict. The data that is managed is a recap of the value of student cognitive learning outcomes during ICT guidance in online and face-to-face learning during the Covid-19 Pandemic. The results of calculations using the Backpropagation method with the Matlab application produce a percentage value for the level of student understanding, so that the accuracy value in prediction is obtained. With the results of testing the predictive accuracy of the level of understanding online and face-to-face with the 3-10-1 pattern, the best accuracy value is 95%. The prediction results can measure the level of students' understanding of learning during the Covid 19 Pandemic towards ICT guidance.

scholarly journals MENINGKATKAN HASIL BELAJAR SISWA MELALUI METODE SQ3R PADA PEMBELAJARAN SEJARAH KELAS XII SMA NEGERI 1 TEMBILAHAN HULU

JURNAL RANDAI ◽  
2021 ◽  
Vol 1 (2) ◽  
pp. 79-96
Author(s):  
Wardiah
Keyword(s):  
Student Learning ◽  
Learning Outcomes ◽  
Learning Process ◽  
Teaching And Learning ◽  
Student Learning Outcomes ◽  
Learning System ◽  
History Learning ◽  
Teachers And Students ◽  
Improve Student Learning ◽  
Daily Test

Low activity, student creativity in the learning process can result in the teaching and learning process being less than optimal so that the material presented is incomplete according to the expected completeness criteria. From the results of observations and discussions with the history subject teacher, information is obtained that the learning system has not fully involved students as the subject of learning consequently the final result to be achieved, namely individual and classical learning completeness with KKM (minimum completeness criteria) has not been achieved. One of the efforts made to improve the process and student learning outcomes, a learning method is used that makes it easier for students to compile and understand information or the content of the lesson text in increasing understanding of social studies subject matter so that learning outcomes are expected to increase, through the use of the SQ3R method. Based on the background of the problem, the formulation of the problem in this study is: "How are the students' learning outcomes increased through the SQ3R method in history learning for students of XII SMA Negeri 1 Tembilahan Hulu Indragiri Hilir? "The purpose of this study is to determine the activities of teachers and students as well as the improvement of student learning outcomes in history subjects through the SQ3R method for class XI SMAN 1 Kateman Indragiri Hilir. The conclusion of this study is that the student learning outcomes, before CAR the average daily test was 64.3, after the CAR based on the daily test cycle I increased to 81.8 and was included in the good category. In the second cycle of daily tests, it increased again to 92.8 and was included in the very good category. Thus, the use of the SQ3R method can improve student learning outcomes in history learning for class XII at SMAN 1 Tembilahan Hulu, Indragiri Hilir Regency

scholarly journals Pengaruh Metode Pembelajaran Mind Mapping terhadap Hasil Belajar pada Pokok Bahasan Hukum-Hukum Dasar Kimia Siswa Kelas X Semester Ganjil di SMA Negeri 2 Langowan

2019 ◽  
Vol 1 (2) ◽  
pp. 107
Author(s):  
Frindly Makarawung ◽  
I Dewe Ketut Anom ◽  
John Lombok
Keyword(s):  
Student Learning ◽  
Learning Outcomes ◽  
Student Learning Outcomes ◽  
Control Group ◽  
Test Results ◽  
Mind Mapping ◽  
Learning Methods ◽  
Control Group Design ◽  
Average Value ◽  
Post Test

This research aims to determine the effect of mind mapping learning methods on the basic laws of chemistry toward learning outcomes of students of class X MIPA in SMA Negeri 2 Langowan. The sample used in this study were all students of class X MIPA of SMA Negeri 2 Langowan. This research uses an experimental method, with the research method used is Quasi Experiment  with Nonequivalent Control Group Design design. The research data were obtained from post-test results. Obtained the average value of student learning outcomes Experiment class is 85. The results showed the value of tcount = 15.7> ttable = 2.21, so H0 was rejected and H1 was accepted. Based on the results of the research it can be concluded that there is an influence on student learning outcomes on the basic laws of chemistry using mind mapping learning methods.

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