Evaluating teaching content and assessments based on learning outcomes

P Pallegama, K Kumari, D Dissanayaka… - … on Advancements in …, 2020 - ieeexplore.ieee.org
A modularized syllabus content assigned to different units of a subject proves very useful to
both teachings as well as the student community. In each module, learning outcomes are …

Review on evaluation techniques for better student learning outcomes using machine learning

P Rana, LR Gupta, MK Dubey… - 2021 2nd international …, 2021 - ieeexplore.ieee.org
The paper represents review on student learning outcomes on the basis of various
evaluation parameters which plays an important role in an education system. Student …

Analysis of Student Performance and Requirement Using Data Science

K Saini, M Suresh, MS Sankhla… - 2021 3rd International …, 2021 - ieeexplore.ieee.org
Performance assessment of learning population is necessary to inspect the feasibility of
progress in a student. Routine evaluation at regular intervals not merely develops the overall …

Analysis of student performance using Machine learning Algorithms

S Kour, R Kumar, M Gupta - 2021 Third International …, 2021 - ieeexplore.ieee.org
Education is a prerequisite for a prosperous and good life, and it also helps in enhancing
people's lives with meaning and excellence. Furthermore, education is viewed as a …

Instructor performance evaluation through machine learning algorithms

J Sowmiya, K Kalaiselvi - … Vision and Bio-Inspired Computing: ICCVBIC …, 2020 - Springer
Abstract Development in the data mining approaches promotes the researches over the
classification of features in the provided dataset. The applications like student performance …

Comparative analysis of supervised machine learning algorithms for evaluating the performance level of students

S Subha, SB Priya - 2021 Fifth International Conference on I …, 2021 - ieeexplore.ieee.org
E-learning paradigm is the most successful part in the arena of Educational Data Mining
(EDM). People prefer to get a lot of learning materials in the e-learning platforms rather than …

A study of automated evaluation of student's examination paper using machine learning techniques

G Sanuvala, SS Fatima - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
The written exam is a universal tool for evaluating student performance in the field of
education. The written exam provides a mechanism by which instructors and organizations …

An approach of teachers' quality improvement by analyzing teaching evaluations data

PK Chaki, MMH Sazal, B Barua… - 2019 Second …, 2019 - ieeexplore.ieee.org
With the increasing number of educational data the institutions are becoming more reliable
on the technology to analyze the students' behavior, achievements, and qualities for …

Measuring and enhancing the performance of undergraduate student using machine learning tools

S Alhusban, M Shatnawi, MB Yasin… - 2020 11th International …, 2020 - ieeexplore.ieee.org
Large number of students are graduated from colleges every year. A student with several
specialties and several skills are supposed to be ready for the market. unfortunately, a small …

The application of factor analysis and loading matrix in computer intelligent comprehensive evaluation model of grades

J Zhao, F Zhang, G Wu, X Zhang - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
There is a need to have a comprehensive evaluation on the students' grade scientifically
and reasonably in the field of teaching management. Firstly, this paper use the method of …