Assessing the Effectiveness of Computer-Aided Learning (CAL) Platforms using Fuzzy TOPSIS Method

Computer-aided learning (CAL) is an innovative educational approach that leverages technology to enhance the learning experience. It involves the integration of computers and software applications into traditional teaching methods, allowing students to interact with digital content, simulations, and multimedia resources. CAL provides personalized and self-paced learning opportunities, catering to diverse learning styles and needs. The use of computers as educational tools can foster student engagement, critical thinking, and problem-solving skills. As technology continues to advance, computer-aided learning continues to evolve, revolutionizing the way education is delivered and accessed in classrooms and beyond. Computer-aided learning (CAL) holds significant research importance due to its potential to transform education and enhance learning outcomes. The research on CAL explores its effectiveness in various educational settings, subjects, and age groups. Understanding how technology integration impacts student engagement, motivation, and knowledge retention is crucial for educators and policymakers. CAL research also delves into the development and evaluation of interactive learning materials, adaptive learning algorithms, and virtual simulations. Investigating the role of CAL in promoting self-directed learning and critical thinking skills is of particular interest. Additionally, CAL research addresses equity and accessibility issues, examining how technology can bridge the educational gap for marginalized or underserved populations. Evaluating the cost-effectiveness and scalability of CAL implementation is vital for institutions and governments planning to adopt such systems. Fuzzy TOPSIS is a decision-making technique used in various fields to handle ambiguity and uncertainty. It ranks alternatives based on their distance from the positive ideal solution and the negative ideal solution. This approach has been successfully applied in practical challenges across industries, such as resources, business, and healthcare. Fuzzy TOPSIS utilizes fuzzy sets and non-hesitant fuzzy sets, combining them with TOPSIS to provide effective solutions. Its simplicity, programmability, and ability to consider different criteria with varying units make it a valuable tool for decision-making processes. Recent developments in obscure TOPSIS techniques incorporating ambiguous numbers have further improved its capabilities. Alternative taken as Course Variety, User Reviews, Price Range, Customer Support. Evaluation Parameter taken as Khan Academy, Coursera, Udemy, edX, Codecademy. The result it is seen that Udemy is got the first rank where as is the edX is having the lowest rank.