Яшил иқтисодиёт ва тараққиёт 4-том (2026)
ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING APPLICATIONS IN MODERN INFORMATION SYSTEMS
Daminova, Barno, Nurmamatov, Nodirbek, Turdimurodov, Tulkin, Xudoyorov, Sardor
Аннотация
The rapid development of Artificial Intelligence (AI) and Machine Learning (ML) technologieshas significantly transformed modern information systems across various sectors. This study aims to analyzethe role, applications, benefits, and challenges of AI and ML in contemporary information systems. Theresearch methodology is based on a systematic review of scientific literature, comparative analysis of existingAI applications, and evaluation of their effectiveness in business, healthcare, education, cybersecurity, andpublic administration. The results indicate that AI and ML contribute to improved decision-making, automation,operational efficiency, and predictive analytics. However, challenges related to data privacy, algorithmic bias,and ethical considerations remain significant barriers to wider adoption. The study concludes that successfulintegration of AI and ML technologies requires comprehensive data governance policies, advanced infrastructure,and continuous development of human competencies
artificial intelligence, machine learning, information systems, data analytics, automation, deep learning, neural networks, decision support systems, predictive analytics, digital transformation
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