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ArtificialIntelligence Systemsfor AutomatedScientific Research :доклад, тезисыдоклада Osipova UlyanaZolotarev Vyacheslav2025 год

Artificial Intelligence Systems for Automated Scientific Research : доклад, тезисы доклада
доклад, тезисы доклада, статья из сборника материалов конференций

База данных: Каталог библиотеки СФУ
Аннотация: In today's rapidly evolving landscape, where economic progress hinges on scientific and technological advancements, the integration of Artificial Intelligence (AI) into scientific research is gaining momentum. This paper explores the potential of AI systems to automate and enhance various stages of the scientiic research process, addressing the increasing demands placed on young scientists and graduate students. It examines how AI tools can be leveraged to improve efficiency, objectivity, and innovation across key research activities, from literature review and hypothesis generation to experimental design and data analysis. The study analyzes the benefits of AI in facilitating tasks such as automated data collection, pattern identiication, and the interpretation of complex datasets, highlighting the advantages of using platforms like Semantic Scholar for targeted literature searches. However, the paper also critically assesses the challenges and limitations associated with AI-driven research, including concerns about data quality, algorithmic bias, security vulnerabilities, and ethical considerations related to data privacy and transparency. The analysis emphasizes the need for robust data validation, expert human oversight, and the development of appropriate training and skill sets to ensure the responsible and effective implementation of AI in scientiic research. Ultimately, the paper advocates for a balanced approach that combines the power of AI with the critical thinking and domain expertise of human researchers, paving the way for more impactful and groundbreaking discoveries. Further, it puts forth a series of core principles to help guide effective implementation of AI tools for research.
Год издания: 2025
Авторы: Osipova Ulyana, Zolotarev Vyacheslav
Источник: DET-2024: International Conference on Distance Education Technologies

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