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Full-Text Articles in Education
Pre And Post Survey-Based Prediction Of Results From Student Characteristics, Jared Estad, Michael Kuehn, Jeremy Straub, Eunjin Kim
Pre And Post Survey-Based Prediction Of Results From Student Characteristics, Jared Estad, Michael Kuehn, Jeremy Straub, Eunjin Kim
Jeremy Straub
This study was created to compare a large data set of students class surveys. In this data set, there exist both pre- and post-survey data. A set of knowledge based questions exist at the end of the survey. Our intention is to use the other data with in each survey to predict based on a singular set of pre-survey data a students potential for success throughout the course. As such, we need to account for data on the pre-survey and its knowledge based questions. Then, we need to account for how this data may interact with the data on the …
Course Outcome Prediction Using An Expert System, Michael Kuehn, Jared Estad, Jeremy Straub, Eunjin Kim
Course Outcome Prediction Using An Expert System, Michael Kuehn, Jared Estad, Jeremy Straub, Eunjin Kim
Jeremy Straub
Determining how well a student will perform in a course based on their prior knowledge of the course material and other factors may help determine student placement and the need for remedial instruction. This poster presents work on the creation of an expert system that attempts to predict a student’s performance based on a pre-evaluation test and responses to background preparation questions. This work utilizes data from prior students to train and test the system.