The use of Learning Management Systems is Important in Hybrid courses especially in Mathematics. In addition to that since the COVID LMS are a important mechanism to enforce the learning at home for students. However, the feedback from students is important to adapt the learning objects so students can learn and study in a more effective way. On the Other hand, Geographic Information Systems helps to represent a reason spatial information to give more accurate information about where objects are located. Natural Process Language has different applications for example to understand written and speak language. It is use in web search engines, translate, intelligent assistants. The present work with GIS and NLP is used to measure the level of effectiveness a LMS called TEDI have in students of Mathematics by analyzing their locations, responses in order to build the LMS system more effective to students.

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Spatial Analysis of Student Feedback on Learning Management Systems in Mathematics: Leveraging GIS for Enhanced Insights

  • Eduardo Eloy Loza Pacheco,
  • Mayra Olguin Rosas,
  • Dulce Loza-Pacheco,
  • Mayra Lorena Díaz Sosa,
  • Georgina Eslava Garcia,
  • Miguel Torres Ruiz,
  • Christian Carlos Delgado Elizondo

摘要

The use of Learning Management Systems is Important in Hybrid courses especially in Mathematics. In addition to that since the COVID LMS are a important mechanism to enforce the learning at home for students. However, the feedback from students is important to adapt the learning objects so students can learn and study in a more effective way. On the Other hand, Geographic Information Systems helps to represent a reason spatial information to give more accurate information about where objects are located. Natural Process Language has different applications for example to understand written and speak language. It is use in web search engines, translate, intelligent assistants. The present work with GIS and NLP is used to measure the level of effectiveness a LMS called TEDI have in students of Mathematics by analyzing their locations, responses in order to build the LMS system more effective to students.