Predicting Learner Performance Using Data-Mining Techniques and Ontology

El-Rady, Alla Abd; Shehab, Mohamed; Fakharany, Essam El

doi:10.1007/978-3-319-48308-5_63

Cited by 2 publications

(1 citation statement)

References 5 publications

Supporting

Mentioning

Contrasting

Unclassified

Order By: Relevance

“…Selain itu, kemandirian dalam pembelajaran juga menjadi salah satu aspek penting terutama sebagai tuntutan jaman sekarang dalam belajar yang dapat dilaksanakan tanpa ada batasan ruang, waktu, dan konten [23]. Sesuai dengan [24] pendekatan pembelajaran dalam jaringan atau daring (online learning) menjadi faktor basis pengembangan berikutnya yang dapat diterapkan. Ketiga faktor sebagai basis pengembangan dipadukan menjadi sebuah model enhanced-open learning yang diintegrasikan di dalam sebuah multimedia interkatif yang lebih dikenal dengan hypermedia dimana mempunyai keunggulan navigasi dan lingkungan operasionalnya.…”

Section: Pembahasanunclassified

Improving Students' Critical Thinking Ability with Enhanced-Open Learning Approach Using Adaptive Hypermedia

Sulistyanto

Nurgiyatna

Prayitno

et al. 2022

UJET

View full text Add to dashboard Cite

The Critical thinking is important in education because it encourages students to gain an understanding of more complex information. High critical thinking skills will lead students to find and conclude their understanding. The prolonged COVID-19 pandemic has made global changes in the implementation of learning. Until now, the learning process is still directed at the online learning model with the help of various Learning Management System (LMS) platforms. Conditions like this have implications for the decline in students' critical thinking skills in various aspects, such as inference, interpretation, explanation, analysis, evaluation, and self-regulation. This study aims at proposing an alternative learning approach, namely the enhanced-open learning model which is used to empower and improve students' critical thinking skills. This learning model was developed using the Research and Development (R&D) method and implemented with an adaptive hypermedia learning application media designed with the Luther development model. The sampling technique used was cluster random sampling on 98 students of informatics education in Surakarta City. The data were analyzed with the prerequisites for normality and homogeneity of the data before the Wilcoxon Signed Rank Test and Mann Whitney U test was carried out to determine the effectiveness of the model. The results of the increase in the gain score obtained from the experiment are in the aspect of interpretation of 93.18%, inference 76.74%, explanation 96.33%, analysis 97, 87%, evaluation 63.01%, and self-regulation 98.13%. Based on the experiments conducted, it is proven that the adaptive open learning approach has a very significant impact on improving students' critical thinking aspects so that it can be concluded that the model is effective in improving students' critical thinking skills.

show abstract

Section: Pembahasanunclassified