scholarly journals Impact of Online Learning in the Era Pandemic Using the Algorithm C 4.5

Author(s):  
Windania Purba ◽  
Desty rukmana Desty ◽  
Derry Rosanta Br.sitanggang ◽  
Lina Sari Harefa

The presence of the Corona virus disease 2019 (Covid-19) pandemic has changed the order in all corners of the world in a very short time. This large-scale change has occurred in the last two years starting from 2019 until now. This has resulted in the world of education experiencing major changes in the teaching and learning process. The learning process during the COVID-19 pandemic (online) is very much different from the previous learning process (face to face). This is a big problem in the world of education. The online learning policy, which was thought to be the solution to this problem, turned out to be just a bridge to break the passion for learning for students. evidenced by the impact felt by students during online learning. The satisfaction of online learning by Prima Indonesia University students can be seen from the results of the keosener (google form) that the researcher has distributed to 501 students. Researchers use data mining to explore important information that is expected to be used as consideration for enforcing the current online learning process. Researchers use the C 4.5 Algorithm method in data mining in order to bring out the impact of online learning. Measurement of satisfaction level is done by calculating the Entropy and Gain of each data that becomes a Decision tree and testing the results using Rapid Miner. The C 4.5 algorithm is very helpful for researchers to find out the impact of online learning carried out during the covid 19 pandemic. From the results of calculations and testing, it shows that there is a decrease in student interest in learning in the online learning process. this concludes that online learning in the pandemic era has a negative impact on students at Prima Indonesia University.

2021 ◽  
Vol 2 (2) ◽  
pp. 253-258
Author(s):  
Risca Dwiaryanti ◽  
Fadali Rahman

Pandemic covid-19 has surprised people all over the world. It happen suddenly and give many impacts to all aspects of human’s life including education in Indonesia. Since, the minister of education and culture stated that all he activity of teaching and learning should be done at home by online learning, then it gives some positive and negative impact. The negative impacts are; not all teachers, studemts, or parents have a facility to access internet, nor use IT well, for example theachers who are old or students of pre school still need their parents’ help. Then, not all parent can earn money to buy internet quota.  Moreover, the positives impacts are; the students become familiar to use IT and it is safe for them to avoid covid-19 outbreak by studying at home.


2021 ◽  
Vol 6 (01) ◽  
pp. 38-47
Author(s):  
Agus Wahyudi

COVID-19 or widely known as Corona Virus Disease 2019 influences  the teaching and learning process in the world. Due to prevent the spread of the virus, the Ministry of Education and Culture  ask the teachers to teach the students using online learning. Therefore, the aim of this study is to find out the problems faced by the midwifery students of STIK Bina Husada Palembang and suggestions to enhance effectiveness of online learning. The descriptive research was applied. There were 35 students involved in this research, namely Midwifery students of STIK  Bina Husada Palembang in the academic year of 2020/2021.  The data were collected using questionnaire and  were analyzed qualitatively with interactive model, covering data collection, data reduction, presentation, and conclusion. Having implemented the online learning during Covid-19 Pandemic, the students, parents, and the teachers got problems of online learning. The problems can be overcome by implementing some suggestions mentioned in this research.


2021 ◽  
Vol 2 (1) ◽  
pp. 56-64
Author(s):  
Ni Nyoman Diah Werdiyanti

The spread of Corona Virus Disease (COVID-19) made changes in education sector. The teaching and learning process change from blended learning into fully online learning. All the instructions are conducted fully online even the assessment, the important role in teaching and learning process, both the formative and summative assessment. The design of this study was Basic Interpretative Study. This study aimed to investigate the methods used by teachers in conducting the assessment as well as the challenges in doing assessment in fully online learning situation. High School English teachers were chosen to be the subject of this study. The results showed that teachers used E-portfolios, Self-assessment, and teachers’ feedback as the formative assessment and final test and final project as the summative assessment. However, teachers also found some difficulties in doing assessment in today’s online learning. Thus teacher were expected to enrich their assessment and digital literacy by joining seminar(s) or training(s).


2021 ◽  
Vol 2 (2) ◽  
pp. 99
Author(s):  
Wasti Reviandani

The teaching and learning process is the core of education. Everything that has been programmed will be carried out in the teaching and learning process where interaction and involvement is needed between educators and students with materials as the medium. Teaching activities at the strata 1 level involve educators called lecturers and students called students. In general, teaching activities are carried out offline, which involves direct interaction between lecturers and students. At the beginning of 2021, rumors began to appear that there was a global disaster of the Corona Virus Disease (COVID-19) pandemic, which initially Indonesia considered that the Corona virus was impossible to enter Indonesia. However, the development of the virus is so fast. Indonesia finally announced in early March 2021 as a country experiencing the impact of the global disaster due to the COVID -19 pandemic. This study wants to find out how effective it is to use blended learning by using google classroom and zoom to improve the understanding of FEB students at Muhammadiyah University of Gresik. This research is a quantitative research using causal clause relationship, using SPSS version 23.0 analysis tool. The results obtained from this study are that the Google Classroom and Zoom applications partially and simultaneously have a significant positive effect on student understanding.


2021 ◽  
Vol 14 (1) ◽  
pp. 29
Author(s):  
Muttaqin Choiri ◽  
Mutiara Cahyani Fajrin ◽  
Tanti Alfrida Novianti ◽  
Eva Nur Kholidah Putri Ms

Abstrak: Pandemi COVID-19 adalah krisis kesehatan yang sedang menjadi perhatian negara-negara di dunia saat ini. COVID-19 merupakan penyakit yang belum pernah teridentifikasi sebelumnya pada manusia yang disebabkan oleh virus Sars-CoV-2. Menyebarnya COVID-19 di Indonesia menyebabkan Indonesia perlu melakukan pembatasan sosial untuk mencegah meningkatnya jumlah pasien COVID-19. Pembatasan sosial menyebabkan terganggunya beberapa aktivitas di berbagai bidang, terutama di bidang pendidikan. Kajian yang dilakukan dalam penyusunan paper mengacu pada 10 artikel terbaru pada tahun 2020 yang membahas tentang permasalahan yang sedang terjadi saat ini, berkaitan dengan dampak COVID-19 terhadap pembelajaran online menggunakan metode Systematic Literature Review. Proses pengkajian 10 artikel ini diklasifikasi menjadi 3 kelompok sub topik. Berdasarkan kajian yang telah dilakukan, diperoleh hasil pembelajaran online di era pandemi COVID-19 sangat memacu pertumbuhan pembelajaran online yang memudahkan dalam proses belajar mengajar, namun jika dinilai dari perubahan sikap siswa, sistem tersebut lebih menunjukkan sisi negatif, sehingga diperlukan adanya evaluasi terkait pembelajaran online oleh pemerintah Kata kunci: Covid-19, pembelajaran online, Systematic Literature Review(SLR)Abstract: COVID-19 pandemic is a health crisis that currently has been becoming the concern of countries in the world. COVID-19 is a disease that has never been previously identified in humans, which is caused by the Sars-CoV-2 virus. The spread of COVID-19 in Indonesia has made this country need to do social distancing to prevent the increasing number of COVID-19 patients. This social distancing has disrupted several activities in various fields, especially in the field of education. The paper done refers to 10 current articles in 2020 that discuss current problems, with the COVID-19 impact of online learning using Systematic Literature Review method. The review process of these 10 articles was classified into 3 sub-topic groups. Based on the studies that had been carried out, the result of online learning in the COVID-19 pandemic era has greatly accelerated the growth of online learning which eases the teaching and learning process. However, if it is judged by the changes in the students’ attitudes, the system shows more of negative sides. Therefore, there should be an evaluation related to the online learning by the government.Keywords: Covid-19, online learning, Systematic Literature Review (SLR)


2021 ◽  
Vol 5 (1) ◽  
pp. 21-29
Author(s):  
Yuli Fitrisia ◽  
Kartina Diah Kusuma Wardhani ◽  
Mardhiah Fadhli ◽  
Wenda Novayani ◽  
Dini Nurmalasari ◽  
...  

The pandemic that has hit the world has forced us to do learning indirectly or is often referred to as online (Daring). Online teaching and learning process requires some adjustments both on the teacher's side and the student's side. One of the adjustments is the need to seek technology and adaptation using technology. The currently widely used technology is online meeting services, such as the Zoom Meeting application, Google Meet, Video Calling via the Massager application, or other similar applications. To adapt to the technology, teachers at Madrasah Ibtidaiyah Muhammadiyah 01 Pekanbaru strongly desire to deepen ownership of the Zoom application as one of the media used for online learning. This training aims to provide an understanding and hands-on practice of using Zoom Meeting technology to increase learning effectiveness.


2020 ◽  
Vol 2 (1) ◽  
pp. 1-4
Author(s):  
Redjeki Agoestyowati

Many people have known that Covid-19 has changed the world in all aspects. One of the aspect is education. It has made a lot of changing in transferring knowledge drastically, because lecturing was given online, attendance list was checked by program, examination was done by application. This research will describe about teaching and learning activities during the Pandemic of Covid 19 in Institut Stiami, Jakarta. Data collection was taken by interviewing some students by using zoom, google meet, WhatsApp, SSO (Single Sign On) of Institut Stiami or other Application. WhatsApp and Zoom are the application that often used in the Teaching and Learning Process. One of the biggest problem during online learning is about internet pulse or quota and connection is up and down sometimes. However, most of the students concluded that they enjoy learning online and during pandemic (Covid-19) and the teaching-learning activities ran quite well. During the lesson, some problem appeared such as technology, technical problem, internet connection, communication, etc., but all can be solved


2021 ◽  
Vol 12 (4) ◽  
pp. 354-358
Author(s):  
Sagar Pokhrel ◽  
Neelam Dahal ◽  
Dhan Kesar Khadka

Background: The outbreak of the deadly disease COVID-19 has shaken the entire world. The pandemic has resulted in a global lockdown affecting all areas of life, including medical education. This has impeded the traditional way of teaching and learning activities and forced educational institutions such as medical universities to shift rapidly to distance and online learning. Aims and Objectives: The aim was to find out the impact of COVID-19 and the perception of undergraduate students of B.P. Koirala Institute of Health Sciences (BPKIHS) of learning dermatology through online means. Methods: A cross-sectional study was conducted with a self-administered online questionnaire. The inclusion criteria were all MBBS third and fourth years students of BPKIHS willing to participate in the study. Result: A total of 151 participants agreed to complete the online survey questionnaire. The overall attitude toward online education was positive. The majority of students agreed that online learning material should be of high quality for online education (66.2%) and that online learning will bring new opportunities for organizing teaching and learning (62.3%). Zoom and Dudal were the most common online tools used by students. The geographic location, lack of past experience in using online tools, and communication barriers such as a poor Internet connection and frequent electricity cutoffs were identified by students as the main barriers to online education. Conclusion: Although the COVID-19 pandemic culminated in the lockdown of medical universities, it provided opportunities for bringing innovations into effect. Such large-scale studies are missing in developing countries such as Nepal, thus further research is needed to explore these possibilities nationwide.


2021 ◽  
Vol 5 (6) ◽  
pp. 193-196
Author(s):  
Jailma Cruz da Silva ◽  
Orliel dos Santos de Jesus

The appearance of COVID-19 brought to Brazil, and to the world, innumerable methods to contain the increase of infected people. These methods are necessary to avoid the spread of the virus and include social distancing and quarantine of the population. Knowing that these methods have a big impact on the educational system. This study has as its objective to verify the process of teaching and learning, in educational spaces and environments, in times of a pandemic. In order to look for a pattern in established actions in educational programs to incorporate in large scale the tools of educational technology at a distance (distance learning), for example platforms and virtual teaching environments designed to guarantee the pedagogical processes of learning and ameliorate the impact of absence from the classroom during the pandemic, and its post-pandemic consequences. We emphasize the importance of the teacher as mediator, understanding that this professional should respect the different levels of learning of the students and try to carry out activities that help with the improvement of practical education for the appropriate environment and spaces of interaction.


Vidya Karya ◽  
2021 ◽  
Vol 35 (2) ◽  
pp. 78
Author(s):  
Muhdi Harto ◽  
Misbah Misbah

The world of education is again disturbed by the massive spread of the COVID-19 virus or coronavirus disease. The use of technology is considered to facilitate and be a solution and innovation in the learning process that can be a way out so that the teaching and learning process during the COVID-19 period becomes more effective. One of the innovations that teachers can do as educators in delivering learning materials is using models in collaboration with technological advances in the learning process, especially in science learning. This research is descriptive in the form of a literature study. Data sources come from 15 scientific articles from national journals and accredited national journals. Based on the literature review that has been carried out, it can be concluded that the use of online learning models in collaboration with technology such as the Zoom platform, google classroom, WhatsApp, and others can be used in the science learning process at all levels of education during the COVID-19 pandemic. This is because this learning model is centred on students so that they are not dependent on the teacher, which is in line with the basis of online learning, which requires students to think critically, be active in exploring or understanding the subject matter presented. Students are required to establish communication between fellow students and the teacher who acts as a moderator.Keywords: Covid-19; Inovations; Online Learning; Science Dunia pendidikan kembali terusik dengan adanya penyebaran virus COVID-19 atau coronavirus disease secara masif. Penggunaan teknologi dianggap bisa mempermudah dan menjadi solusi serta inovasi dalam proses pembelajaran yang bisa menjadi jalan keluar sehingga proses belajar mengajar di masa COVID-19 menjadi lebih efektif. Salah satu inovasi yang bisa dilakukan guru sebagai tenaga pendidik dalam menyampaikan materi pembelajaran yaitu penggunaan model yang dikolaborasikan dengan kemajuan teknologi dalam proses pembelajaran khususnya pada pembelajaran sains. Penelitian ini merupakan penelitian deskriptif berupa studi kepustakaan. Sumber data berasal dari 15 artikel ilmiah dari jurnal nasional maupun jurnal nasional terakreditasi. Berdasarkan kajian literatur yang telah dilakukan, dapat disimpulkan bahwa penggunaan model pembelajaran online leaning yang dikolaborasikan dengan teknologi seperti platform Zoom, google classroom, whatsapp, dan lainnya dapat digunakan dalam proses pembelajaran sains pada semua jenjang pendidikan di masa pandemi COVID-19. Hal ini karena model pembelajaran ini berpusat kepada peserta didik sehingga mereka tidak ketergatungan kepada guru, yang sejalan dengan dasar dari pembelajaran secara daring yaitu menuntut peserta didik untuk berpikir kritis, aktif dalam menjelajahi atau memahami materi pelajaran yang disampaikan serta peserta didik dituntut agar dapat menjalin komunikasi yang baik antara sesama peserta didik dan juga guru yang berperan sebagai moderator.Kata kunci: Covid-19; Inovasi; Online Learning; Sains


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