scholarly journals Student's Performance Analysis with EDA and Machine Learning Models

Author(s):  
Dr. A. Senthil Kumar ◽  
K. Joshna

Educational data analytics is used to study the data which is available in the educational institutions and bring out the insights from it. Analytics is a process of discovering, analyzing, and interpreting meaningful patterns from large amounts of data. Predictive analytics can help in improving the quality of education by providing right information for decision makers to take better decisions. This paper focuses on the need for implementing the data analytics in educational system, suggests some strategies to use these needs. While implementing any system, the understanding of different components and their functions is necessary. The educational data analytics has potential to discover, analyze and predict meaningful knowledge from educational data which will help to education management system for flexible planning, execution and prediction for future.

2018 ◽  
Vol 2 (2) ◽  
pp. 160
Author(s):  
Nur Hamidi

Entering the past decade, the issue of quality has always been the talk of the actual, especially in the context of education management. Recognized or not, the quality of Islamic education institutions are still largely under the quality of education in general. Various attempts have been made and many of the concepts that have been applied, but everything seemed not bring significant improvement. "Total Quality Management (TQM) or Integrated Quality Management (MMT) as an effort to improve the quality of education in Islamic educational institutions. Although at first the concept of MMT is only known in the industry, but the amazing success invite the interest of education experts, 3 to study it more deeply, formulate operational patterns of adoption, and to create a model in teknical to apply. This research was conducted in SMP Muhammadiyah I Depok Sleman Yogyakarta. Consideration is SMP Muhammadiyah I Gurgaon is one of the Islamic educational institutions (schools distinctively Islamic) 5 formal mission has always been to apply concepts of Quality Management (TQM). This study resulted in that SMP Muhammadiyah I Depok already implementing Total Quality Management in the management of education. However, the application of Total Quality Management in SMP Muhammadiyah I Depok can be said is not fully maximized, in the sense that there are still some things that need to be evaluated together.


Abjadia ◽  
2016 ◽  
Vol 1 (2) ◽  
pp. 122
Author(s):  
Abdul Malik Karim Amrullah ◽  
Zenib Mohamed M AlFegeh

<p>نجاح المؤسسات التربوية في عصر العولمة يعتمد على نظام إدارة المعلومات التعليم الذي هو ممارسات استخدام دقيقة وذات مصداقية وفعالة. نتائج هذه الدراسة تشير إلى أهمية نظام المعلومات والتعليم ودور كبير في تطوير وتحديث التعليم في خضم التغيرات العالمية والمحلية. نظام إدارة المعلومات التعليم قادرة على توفير كل المعلومات التي تحتاجها الإدارات المختلفة للعمليات الإدارية والقياس الإحصائي، وتحديد المشكلة، والسيطرة على نوعية التعليم وتطوير الاستثمار والاتصالات. مع هذا، يمكن لكل مرب تعزيز أنفسهم وتبادل المعلومات وذلك لخلق جو يفضي يدعم نجاح إدارة التعليم في تحديد الإدارة التربوية.</p><p>The success of educational institutions in the era of globalization depends on the education information management system that is accurate, credible, and efficient usage practices. The results of this study indicate the importance of education information system and great role in the development and modernization of education in the midst of global and local changes. Education information management system able to provide all the information needed by the various departments for administrative processes, statistical measurement, problem identification, control the quality of education and develop investment and communication. With this addition, every educator can promote themselves and exchange information so as to create a conducive atmosphere that supports the success of education management in deciding policy.</p><p>Keberhasilan lembaga pendidikan di era globalisasi tergantung pada manajemen sistem informasi pendidikan yang akurat, kredibel, penggunaannya praktik dan efisien. Hasil penelitian ini menunjukkan tentang pentingnya sistem informasi pendidikan dan peranannya yang besar dalam pengembangan dan modernisasi pendidikan di tengah perubahan global dan lokal. Manajemen sistem informasi pendidikan mampu menyediakan semua informasi yang dibutuhkan oleh berbagai departemen untuk proses administrasi, pengukuran statistik, identifikasi masalah, mengontrol mutu pendidikan dan mengembangkan investasi maupun komunikasi. Dengan ini pula, setiap pendidik bisa mempromosikan diri dan melakukan pertukaran informasi sehingga tercipta suasana kondusif yang mendukung keberhasilan dalam memutuskan kebijakan manajemen pendidikan.</p>


2021 ◽  
Vol 7 (2) ◽  
pp. 97-103
Author(s):  
Muhammad Arifin ◽  
Zahruddin Zahruddin ◽  
Maftuhah Maftuhah

In general, the quality of Islamic educational institutions in Indonesia can be said to lag behind non-Islamic educational institutions. The quality of education is influenced by the quality of the education management it carries out. The better the quality of management of an educational institution, the quality of education produced will certainly be directly proportional. Changing times continue to occur and competition between educational institutions is also getting tougher. If you are not able to manage an educational institution properly, you will be left behind and it is possible to go bankrupt. One of these self-improvement efforts is the need to reformulate strategic management by considering the concept of a strategic management model. The purpose of this study is to explore a strategic management model for improving the quality of Islamic education. The research was carried out through an approach to library research methods. The results of this study have shown that in fact management strategy has a concept in Islam, so there are already Islamic educational institutions to run it according to Islamic guidelines in order to improve the quality of Islamic education.


2019 ◽  
Vol 7 (1) ◽  
pp. 111-126
Author(s):  
Hasyim Asyari

The quality of education is a standard that must be maintained by educational institutions in Indonesia. Quality assurance of school is an education management business in maintaining the process of determining and fulfilling management quality standards on an ongoing basis so that producer consumers and other interested parties obtain satisfaction. The implementation of quality assurance, it is hoped that it will be able to create quality graduates. The quality assurance standards have been stipulated in Government Regulation Number 19 of 2005. SMP Bilingual Terpadu is an educational institution that has applied the education quality assurance system. In each semester, school managers try to map and improve the quality of schools. Improving the quality of education in SMP Bilingual Terpadu based on standard mapping results. The results of the mapping will be used as a basis for increasing the implementation and supervision of quality assurance at SMP Bilingual Terpadu Krian Sidoarjo.


Author(s):  
Olena Protsenko ◽  
Olga Melnychenko

The article is devoted to the analysis of the content of educologycal training in the educational programs «Preschool Education», «Primary Education», «Management of Educational Institutions» full-time and part-time at Borys Grinchenko Kyiv University, which involves studying the interdisciplinary course «Educology». The article emphasizes the contribution of educology as a scientific phenomenon in ensuring the quality of university education due to its integrated and interdisciplinary nature. A significant difference between the object of study of education and other humanities is that educology is a kind of educational synergy for the study of education, which generates a systematic set of educational sciences such as philosophy of education, history of education, educational policy, educational law, education management, economics of education, sociology of education, culturology of education. The authors analyzed the effectiveness of teaching the discipline «Educology» on the basis of a survey of undergraduates of the university, in which special attention was paid to the development of critical thinking; awareness of patterns, trends, sources of education and educational systems; application of a synergetic approach in education management; formation of the ability to find means of solving current problems in the field of education; understanding of education as a specific sector of the economy, mechanisms of competitiveness of educational institutions, understanding of education as a social institution, the role of legal aspects in the development of education, etc. It is proved that the study of the course «Educology» will contribute to the development of future professionals in the field of education skills to systematically solve the multifaceted problem of ensuring the quality of education at the university; consider prospects and forecast changes to improve it.


2018 ◽  
Vol 6 (1) ◽  
pp. 675-695
Author(s):  
FAJRI DWIYAMA

Abstract: Islamic education institutions in Indonesia face two challenges, namely; internal and external. Internally, Islamic education is faced with the classic problem of the low quality of human resources in education management. The causes include poor quality and education staff development and selectivity of education personnel. Furthermore externally, Islamic education institutions faced three major issues; globalization, democratization, and liberalization. The issue of globalization that is identical with market orientation and mechanism also affects the world of education. That way in education also includes awareness about how to attract and convince the community of the type and model of education. From here, the education world is ready or not ready to be involved in competition to gain public trust. To face these challenges Islamic Education institutions must maximally manage and empower all elements of management in the management of educational institutions. A good understanding of the elements of management can have an impact on the readiness of educational institutions to manage their institutions well in any condition to be the best and foremost. Keywords: Elements of Management, Management, Education, Islam


Author(s):  
Муса Увайсович Ярычев

В статье рассматривается вопрос о цифровизации школы, как важном условии повышения качества образования. Организованная при помощи электронных форм среда обучения предоставляет ученикам большую самостоятельность. Необходимым условием совершенствования системы образования выступает создание новых, необходимых для цифровой экономики компетенций педагога. The article considers the issue of school digitalization as an important condition for improving the quality of education. The e-learning environment provides students with greater independence. A necessary condition for improving the education system is the creation of new teacher competencies necessary for the digital economy.


2021 ◽  
pp. 89-94
Author(s):  
A.L. Arefiev ◽  
◽  

In recent years, higher educational institutions of the Baltic countries have become more and more popular among Russian youth wishing to get higher education (or take a certain course of professional training) abroad. The article, covering the period before the onset of the coronavirus epidemic, highlights the education of Russian students in universities in Latvia, Lithuania and Estonia. It is noted that a significant part of the students from the Russian Federation come from the Russian regions bordering on the Baltic states. The appendix presents the opinions of Russian students about the learning process and the quality of education received in Latvian, Lithuanian and Estonian universities.


2020 ◽  
Vol 4 (3) ◽  
pp. 299-303
Author(s):  
Dilshod Polotovich Mirzoev ◽  
◽  
Siddiq Qahhorovich Qahhorov ◽  
Amin Bakhtiyor oglu Utaganov ◽  
Mohinur Salimova ◽  
...  

This article states that the clear formulation of teaching methods is a key factor in improving the quality of lessons. It is emphasized that the combination of non-traditional and practical training with educational materials, along with mass education technologies, will serve to improve the quality of education. The effective result obtained by changing the methods of connecting the coils of electric motors is shown by examples and by the solution of the examples.


2020 ◽  
Vol 1 (3) ◽  
pp. 172
Author(s):  
Fitri Pranita Basution

To determine the quality of teacher performance, an educational institution must conduct a process of evaluating the performance of its teachers. MTsS YASPI College Foundation Labuhan Deli is one of the educational institutions that always improves the quality of education in schools. Teacher performance appraisal at Labuhan Deli YASPI schools is still done conventionally, so there are many assessment criteria and it takes a long time to evaluate the teacher's performance. This study aims to optimize the teacher performance appraisal process to be faster and more precise. The method used is Profile Matching. The results of this study can determine the teacher's performance more precisely by 100%. So that this research can be recommended as an appropriate system in evaluating teacher performance in schools


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