Peer tutoring recommendation system using logistic regression Department:Computer Science By: jaymeg Project ID: 8570 Rating: (5.0) votes: 1 Price:₦5000 Get the Complete MaterialAbstractRising needs in educational institutions for personalized learning solutions have propelled the development of peer learning systems that seek to improve student outcomes through collaborative learning approaches. In this paper, we describe the implementation of a peer tutoring recommendation system based on logistic regression, where students can seamlessly identify and recommend peer tutors within a class. The aim is to perform practically the same processes without making the tutor selection a manual task since it can be done bearing in mind the student’s academic records, hence preference and factors that make him or her compatible to the required selection. The achieved system has a modular structure comprising several core parts: user profile creation, data submission, data restraint, model fitting, data compression, and data provision. A paradigmatic regression model was selected due to its usefulness and ability to target even in more than two categories and this is useful information when a peer selection decision is impending. Using real-time students' data, the system was able to recommend and the recommendation was rated based on accuracy, precision, recall, f-measure and auc& AUC score. The outcomes demonstrate that the model is effective, meaning that users receive recommendations likely to lead to improved learning effects and enhanced student interactions....Preview Download Preview +Other Computer Science project topics and materials you might be interested in»Design and Implementation of digital library system»Design and Implementation of a Virtual E-Learning System ( Case study of Lagos State University)»Design and Implementation of online cash receipt generating system for a supermarket»Design and Implementation of a Software Result Processing and Transcript Generation System»Design and Implementation of computerized hospital database management system»Design and Implementation of Student Project Management and Allocation System»Design and Implementation of a Hotel Database Management System and Service ( A Case Study of Winter Suites and Hotels, Owerri)»Design and Implementation of Online Birth and Death Registration System»Design and Implementation of Online Clearance System»Design and Implementation of Loan Management System with SMS Notification»Design and Implementation of Computerized Staff Record Department»Design and Implementation of a Computerized Fraud Detection in a Bank»Design and Implementation of N.Y.S.C Posting System ( A case study of N.Y.S.C Enugu)»Design and Implementation of Cyber Cafe Security»Design and Simulation of a Secured Wireless Network