A Course Planning Wizard based on Markov Decision Process

Before registering for classes, college students typically consult their advisors, who often manage more than forty mentees, leading to long wait times. Scheduling appointments can be challenging, delaying students’ access to course recommendations. This research aims to develop a course selection wizard that assists Data Science and Analytics (DSA) students by analyzing the academic trajectories of past DSA students. The system will provide data-driven recommendations, streamlining the course selection process and reducing reliance on advisors.

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Publication Details

Journal
Proceedings of the ... International Florida Artificial Intelligence Research Society Conference
Published
2025-05-14
DOI
https://doi.org/10.32473/flairs.38.1.138933
Primary Topic
Intelligent Tutoring Systems and Adaptive Learning
Type
article
Field-Weighted Citation Impact
0.00
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article

A Course Planning Wizard based on Markov Decision Process

Cengiz Günay, Niecia Say
Proceedings of the ... International Florida Artificial Intelligence Research Society Conference
Intelligent Tutoring Systems and Adaptive Learning
article

A Course Planning Wizard based on Markov Decision Process

Cengiz Günay, Niecia Say
article en

Abstract

Before registering for classes, college students typically consult their advisors, who often manage more than forty mentees, leading to long wait times. Scheduling appointments can be challenging, delaying students’ access to course recommendations. This research aims to develop a course selection wizard that assists Data Science and Analytics (DSA) students by analyzing the academic trajectories of past DSA students. The system will provide data-driven recommendations, streamlining the course selection process and reducing reliance on advisors.

Proceedings of the ... International Florida Artificial Intelligence Research Society ConferenceVol. 38
Gwinnett College (US), Georgia Gwinnett College (US)
Openalex Percentile: Top 71%
Intelligent Tutoring Systems and Adaptive Learning
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