Predicting Academic Performance Based on Learner Traces in a Social Learning Environment

Predictive modeling is an important part of learning analytics, whose main objective is to estimate student success, in terms of performance, knowledge, score, or grade. The data used for the predictive model can be either state-based data (e.g., demographics, psychological traits, and past performa...

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Bibliographic Details
Main Authors: Elvira Popescu, Florin Leon
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8540834/