Students and parents face major problem in deciding college based on their interest and
academic acheiments. There is always a trade off between counselling marks and college …

Abstract Machine learning, a subset of artificial intelligence, has experienced rapid
advancements and applications across various domains. In education, its integration holds …

Emotion may be shown in a variety of ways, including voice, written texts, and facial
expressions and movements. Emotion detection in text is essentially a content-based …

The teaching methodology is important for the current student learning system because slow-
learning and fast-learning students are studying. So, the problem with improving the …

Parents' psychological properties influence their children's academic performance. The
internal relationship between these two is complex, and it is difficult to conclude with …

The literature on the role of machine learning in forecasting student performance in
education lacks comprehensive data quality, equitable and interpretable models …