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All Journal Jurnal Basicedu Online Learning in Educational Research Jurnal Basicedu
Putri, Rokhmatul Khoiro Amin
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Education Mathematics Social Sciences

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Differentiated Instruction to Improve Learning Effectiveness in A Disruptive Era Nisa, Zakiyatul; ‘Alaniah, Almas Sharfina; Adibah, Dawi Farah; Putri, Rokhmatul Khoiro Amin; Asrohah, Hanun; Zainiyati, Husniyatus Salamah
Jurnal Basicedu Vol. 7 No. 1 (2023)
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/basicedu.v7i1.4645

Abstract

In the era of the industrial revolution 4.0, there was the spread of information, communication and spontaneity tools, which is called the era of digital disruption. Learning innovations that are oriented towards the interests and potential talents of students can be done by developing a differentiated learning strategy. Differentiation puts forward the concept that each individual has different interests, potentials and talents, for that the teacher's role must be able to coordinate and collaborate these differences with the right strategy. This study aims to explain the important role of differentiation learning in the era of disruption. The method used is library research. Through differentiation learning in the era of disruption, teachers are given the freedom to teach material through different media. As a result, students have the ability to find, solve and follow up on the problems given. This ability exists because students are trained to study independently or in groups without coercion and dependence from educators. An educator makes variations of methods and media in the learning process by adjustingadjust students' learning styles.
Differentiated Instruction to Improve Learning Effectiveness in A Disruptive Era Nisa, Zakiyatul; ‘Alaniah, Almas Sharfina; Adibah, Dawi Farah; Putri, Rokhmatul Khoiro Amin; Asrohah, Hanun; Zainiyati, Husniyatus Salamah
Jurnal Basicedu Vol. 7 No. 1 (2023)
Publisher : Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/basicedu.v7i1.4645

Abstract

In the era of the industrial revolution 4.0, there was the spread of information, communication and spontaneity tools, which is called the era of digital disruption. Learning innovations that are oriented towards the interests and potential talents of students can be done by developing a differentiated learning strategy. Differentiation puts forward the concept that each individual has different interests, potentials and talents, for that the teacher's role must be able to coordinate and collaborate these differences with the right strategy. This study aims to explain the important role of differentiation learning in the era of disruption. The method used is library research. Through differentiation learning in the era of disruption, teachers are given the freedom to teach material through different media. As a result, students have the ability to find, solve and follow up on the problems given. This ability exists because students are trained to study independently or in groups without coercion and dependence from educators. An educator makes variations of methods and media in the learning process by adjustingadjust students' learning styles.
Deep Learning in Automated Essay Scoring for Islamic Education: A Systematic Review Putri, Rokhmatul Khoiro Amin; Kusaeri, Kusaeri; Suparto, Suparto
Online Learning In Educational Research (OLER) Vol. 5 No. 2 (2025): Online Learning in Educational Research
Publisher : CV FOUNDAE

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58524/oler.v5i2.753

Abstract

Automated Essay Scoring (AES) is a computer-based scoring system that uses appropriate features to automatically assess or give feedback to students, by combining the power of Artificial Intelligence and natural language processing (NLP) to provide convenience and benefits for evaluators. This study aims to analyze the most effective algorithmic models in evaluating the accuracy and reliability of the Automated Essay Scoring (AES) system, especially in the context of Islamic religious education assessment, as well as examine its advantages and disadvantages in supporting objective and efficient learning evaluation. This study uses the Systematic Literature Review (SLR) approach by following the PRISMA protocol. A total of 31 relevant articles published in the period 2020 to 2025 from the Scopus and Springer databases were analyzed to evaluate the use and effectiveness of algorithms in the development of AES systems. The results show that transformer-based models, specifically BERT, are the most effective algorithms in current AES implementations. BERT excels because of its ability to understand bidirectional context and semantic depth in text. These models generate accurate scores and can provide automated feedback that is close to the quality of human judgment. However, the use of BERT requires large training data and high computing resources. While BERT demands substantial data and computing power, its application in Islamic education highlights the potential of AES to support more objective, consistent, and scalable assessment of students’ essays
Co-Authors Adibah, Dawi Farah ‘Alaniah, Almas Sharfina Hanun Asrohah Husniyatus Salamah Zainiyati Kusaeri Kusaeri Nisa, Zakiyatul Suparto Suparto