The Role of Artificial Intelligence Technologies in Evaluating the Veracity of Scientific Research
Kharipova R. Khaydarov I. Akramova S. Lutfullaeva D. Saidov S. Erkinov A. Azizkhonova S. Erkinova N.
November 2024Innovative Information Science and Technology Research Group
Journal of Internet Services and Information Security
2024#14Issue 4554 - 568 pp.
Artificial intelligence technologies are transforming the way scientific research is reviewed to make verification processes more accurate, efficient, and objective. This paper considers AIs role in testing the veracity of academic studies, with a focus on concerns of research fraud, data integrity, and adherence to ethical and methodological standards. Powered by AI, emerging tools allow the tracing of anomalies, inconsistencies, and potential biases in published research works with the help of NLP algorithms and machine learning models. It is also applied to various fields such as plagiarism detection, statistical analysis checking, and the identification of fabricated or manipulated data. However, flaws regarding the use of AI technologies include relying too much on automation of systems and requiring human supervision. Academic institutions and journals can further enhance scientific research to make it more credible, transparent, and coherent-a reason to be trusted globally-by integrating AI into its evaluation process.
AI-driven Research Assessment , Artificial Intelligence , Credibility of Research , Evaluation of Scientific Research , Integrity of Data , Machine Learning in Academia , Natural Language Processing , Plagiarism Detection , Research Fraud Detection , Validation of Data Analysis , Veracity of Research
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Central State Museum of the Republic of Kazakhstan, Almaty, Kazakhstan
Tashkent State University of Oriental Studies, Uzbekistan
University of Public Safety of the Republic of Uzbekistan, Tashkent, Uzbekistan
International Islamic Academy of Uzbekistan, Uzbekistan
Tashkent State University of Oriental Studies, Tashkent, Uzbekistan
Oriental University, Uzbekistan
Central State Museum of the Republic of Kazakhstan
Tashkent State University of Oriental Studies
University of Public Safety of the Republic of Uzbekistan
International Islamic Academy of Uzbekistan
Tashkent State University of Oriental Studies
Oriental University
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