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Using Generative Artificial Intelligence in Exams: A Research on KPSS with ChatGPT

Cilt: 9 Sayı: 4 18 Ekim 2024
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Using Generative Artificial Intelligence in Exams: A Research on KPSS with ChatGPT

Abstract

ChatGPT is a language model developed by OpenAI that uses generative artificial intelligence (GenAI) algorithms for natural language processing (NLP) tasks. It is a popular Chatbot due to its impressive ability to respond consistently to users' various prompts. In this study, the Public Personnel Selection Examination (KPSS) questions, organized by ÖSYM (Turkish Student Selection and Placement Center) every year, were asked to ChatGPT, and its performance was evaluated. The evaluation was made based on fundamental text questions asked in the last three years (2021-2023) in Biology, History, Geography, Turkish Language Literature, and Social Studies in KPSS. This study also aims to investigate the accuracy and reliability of the questions asked to ChatGPT in the field of KPSS educational sciences. According to the research results, ChatGPT's KPSS knowledge and interpretation skills are significantly lower than the university graduate candidates who took the exam. Some suggestions are included for better Chatbot performance, more effective prompt engineering and ethical use of these tools.

Keywords

ChatGPT , GenAI , KPSS , LLM , Prompt Engineering

Kaynakça

  1. Awasthi, I., Gupta, K., Bhogal, P. S., Anand, S. S., & Soni, P. K. (2021). Natural language processing (NLP) based text summarization-a survey. 2021 6th International Conference on Inventive Computation Technologies (ICICT). 10.24926/iip.v13i2.4839. https://doi.org/10.1109/ICICT50816.2021.9358703

Kaynak Göster

APA
Öter, A., Ersöz, B., Bülbül, H. İ., & Sağıroğlu, Ş. (2024). Using Generative Artificial Intelligence in Exams: A Research on KPSS with ChatGPT. International Journal of Educational Research Review, 9(4), 269-274. https://doi.org/10.24331/ijere.1414256
AMA
1.Öter A, Ersöz B, Bülbül Hİ, Sağıroğlu Ş. Using Generative Artificial Intelligence in Exams: A Research on KPSS with ChatGPT. IJERE. 2024;9(4):269-274. doi:10.24331/ijere.1414256
Chicago
Öter, Ali, Betül Ersöz, Halil İbrahim Bülbül, ve Şeref Sağıroğlu. 2024. “Using Generative Artificial Intelligence in Exams: A Research on KPSS with ChatGPT”. International Journal of Educational Research Review 9 (4): 269-74. https://doi.org/10.24331/ijere.1414256.
EndNote
Öter A, Ersöz B, Bülbül Hİ, Sağıroğlu Ş (01 Ekim 2024) Using Generative Artificial Intelligence in Exams: A Research on KPSS with ChatGPT. International Journal of Educational Research Review 9 4 269–274.
IEEE
[1]A. Öter, B. Ersöz, H. İ. Bülbül, ve Ş. Sağıroğlu, “Using Generative Artificial Intelligence in Exams: A Research on KPSS with ChatGPT”, IJERE, c. 9, sy 4, ss. 269–274, Eki. 2024, doi: 10.24331/ijere.1414256.
ISNAD
Öter, Ali - Ersöz, Betül - Bülbül, Halil İbrahim - Sağıroğlu, Şeref. “Using Generative Artificial Intelligence in Exams: A Research on KPSS with ChatGPT”. International Journal of Educational Research Review 9/4 (01 Ekim 2024): 269-274. https://doi.org/10.24331/ijere.1414256.
JAMA
1.Öter A, Ersöz B, Bülbül Hİ, Sağıroğlu Ş. Using Generative Artificial Intelligence in Exams: A Research on KPSS with ChatGPT. IJERE. 2024;9:269–274.
MLA
Öter, Ali, vd. “Using Generative Artificial Intelligence in Exams: A Research on KPSS with ChatGPT”. International Journal of Educational Research Review, c. 9, sy 4, Ekim 2024, ss. 269-74, doi:10.24331/ijere.1414256.
Vancouver
1.Ali Öter, Betül Ersöz, Halil İbrahim Bülbül, Şeref Sağıroğlu. Using Generative Artificial Intelligence in Exams: A Research on KPSS with ChatGPT. IJERE. 01 Ekim 2024;9(4):269-74. doi:10.24331/ijere.1414256