The Virtual Academic Adviser: A Generative AI-based Chatbot for Course Selection in Open and Distance Learning

This Research Examines The Challenges Learners Face During Course Selection In Open And Distance Learning Frameworks And Evaluates The Effectiveness Of AI-Powered Virtual Academic Advisers In Addressing These Issues. While Distance Education Offers Flexibility, The Absence Of Personalized Guidance Often Complicates Decision-Making. This Study Aims To Develop A Virtual Academic Adviser Aligned With Anadolu University's Registration And Course Selection Regulations And Analyze Its Responses To Learner Inquiries. Using Openai's Mygpt Application, Virtual Advisers Were Trained To Interact With Learners Based On Their Academic Performance. A Qualitative Holistic Single-Case Design Was Applied To Compare Responses From Virtual Advisers With Those Of Chatgpt 3.5 And Chatgpt 4. Findings Suggest That Integrating Virtual Advisers, Accounting For Academic Risks Like Repeated Course Performance, Can Enhance Learner Experiences. The Study Underscores The Potential Of AI-Based Virtual Advisers To Improve Academic Performance And Decision-Making In Course Selection, Advocating Further Research Into AI’s Role In Distance Education.

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Publication Details

Journal
Journal of e-learning Research
Published
2025-05-06
DOI
https://doi.org/10.33422/jelr.v4i1.908
Primary Topic
Online Learning and Analytics
Type
article
Field-Weighted Citation Impact
0.00
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article

The Virtual Academic Adviser: A Generative AI-based Chatbot for Course Selection in Open and Distance Learning

Sefa Emre Öncü
Journal of e-learning Research
Online Learning and Analytics
article

The Virtual Academic Adviser: A Generative AI-based Chatbot for Course Selection in Open and Distance Learning

Sefa Emre Öncü
article en

Abstract

This Research Examines The Challenges Learners Face During Course Selection In Open And Distance Learning Frameworks And Evaluates The Effectiveness Of AI-Powered Virtual Academic Advisers In Addressing These Issues. While Distance Education Offers Flexibility, The Absence Of Personalized Guidance Often Complicates Decision-Making. This Study Aims To Develop A Virtual Academic Adviser Aligned With Anadolu University's Registration And Course Selection Regulations And Analyze Its Responses To Learner Inquiries. Using Openai's Mygpt Application, Virtual Advisers Were Trained To Interact With Learners Based On Their Academic Performance. A Qualitative Holistic Single-Case Design Was Applied To Compare Responses From Virtual Advisers With Those Of Chatgpt 3.5 And Chatgpt 4. Findings Suggest That Integrating Virtual Advisers, Accounting For Academic Risks Like Repeated Course Performance, Can Enhance Learner Experiences. The Study Underscores The Potential Of AI-Based Virtual Advisers To Improve Academic Performance And Decision-Making In Course Selection, Advocating Further Research Into AI’s Role In Distance Education.

Journal of e-learning ResearchVol. 4(1)
Anadolu University (TR), Eskişehir City Hospital (TR)
Openalex Percentile: Top 91%
Online Learning and Analytics
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