Student Work

Machine Learning Implementation in Education Technology

公开

可下载的内容

open in viewer

The goal of this project is to use machine learning to provide constructive feedback for student open responses. We are working with the ASSISTments team and their platform to help teachers give more helpful and timely feedback to their students. Using a dataset of open responses and corresponding grades, we were able to use machine learning to develop a model that can give what the most likely grade for an essay might be. Our model gives three suggestions for a given student response, and the teacher can pick the most appropriate one. We will further develop this using user testing with teachers that want to try out new features in ASSISTments.

  • This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.
Creator
Publisher
Identifier
  • E-project-030420-012955
Advisor
Year
  • 2020
Date created
  • 2020-03-04
Resource type
Major
Rights statement

关系

属于 Collection:

项目

单件

Permanent link to this page: https://digital.wpi.edu/show/h415pc88f