Artificial Intelligence: A Comprehensive Review of its History, Applications, and Future Directions

سال انتشار: 1404
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 20

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تاریخ نمایه سازی: 8 تیر 1405

چکیده مقاله:

Artificial Intelligence (AI) has transformed numerous industry and aspects of our lives. This comprehensive review examines AI's history, applications, and future directions. AI's evolution began in the ۱۹۵۰s, with significant milestones including the development machine learning, deep learning, and natural language processing. These technologies enable machines to learn from data, recognize patterns, and make decisions with minimal human intervention. AI's applications are diverse, spanning healthcare, finance transportation, education, and entertainment. In healthcare, AI enhances diagnostic accuracy and personalized patient care, significantly affecting disease prevention and treatment strategies. In finance, AI optimizes trading strategies and improve fraud detection, enabling more secure transactions. Additionally, in the transportation sector, AI powers innovative solutions such as autonomous vehicles and smart traffic management system, which aim to enhance safety, and efficient. The future of AI holds much promise, with emerging trends including the integration of AI with other technologies, such as the Internet of Things (IoT) and block chain. Moreover, the advancement of explainable AI is crucial for ensuring users understand AI decision-making processes. However, concerns around data privacy, algorithmic bias, and transparency in decision-making processes must be addressed to foster trust in AI systems. Ultimately, responsible AI development and deployment are critical in ensuring AI benefits humanity as a whole. By prioritizing ethical considerations and focusing on collaboration between humans and machines, a balanced approach can be achieved that promotes innovation while safeguarding individual rights and societal values.

کلیدواژه ها:

Machine Learning ، Natural Language Processing ، Explainable AI ، Artificial General Intelligence (AGI)

نویسندگان

Sheyda Davahli

Department Of Computer Engineering, Faculty of Technology and Engineering, Ahlul Bayt International University, Tehran, Iran.

Habibu Muhammed

Department Of Computer Engineering, Faculty of Technology and Engineering, Ahlul Bayt International University, Tehran, Iran.