Desarrollo de una aplicación web para la analítica de datos del proceso de aprendizaje integrado con la plataforma Canvas LMS

Abstract

DOCUMENT IN THE PROCESS OF INTELLECTAL PROPERTY. This project focuses on the development and implementation of a web application for data analytics integrated with the Canvas LMS platform. The primary objective is to provide comprehensive and automated monitoring of students' performance and participation. The necessity for this solution arises from the lack of relevant data reflecting academic performance within virtual learning environments. A feedback survey was conducted to assess whether the application, AnalyticsAV, meets the needs of both students and instructors. Results revealed that 91% of instructors found the information on course performance highly useful, while 75% of students considered the data on activity progress beneficial for completing pending tasks on time. AnalyticsAV demonstrates a high acceptance rate, fulfilling the project's objectives by providing detailed and personalized insights into the performance and progress of students, effectively addressing the needs of both instructors and learners. Keywords: Canvas LMS, data analytics, academic performance, virtual learning, web application.