Eğitimde yapay zekâ avantajları, zorlukları ve stratejileri üzerine kavramsal bir değerlendirme

Abstract

Eğitim, insan ve toplumların gelişiminde hayati bir rol oynamaktadır. Sürekli değişen toplumda eğitimin teknolojik yeniliklere uyum sağlaması ve bunları benimsemesi önem taşımaktadır. Yapay zekâ (AI), öğretme ve öğrenme şekillerini değiştirme konusunda büyük potansiyele sahip güçlü bir teknoloji haline gelmiştir. AI, öğrenme, muhakeme ve problem çözme gibi akıllı insan davranışlarını simüle edebilen sistemlerin ve makinelerin geliştirilmesini ifade eder. AI, kişiselleştirilmiş öğrenme, sanal asistanlar, uyarlanabilir öğrenme platformları, akıllı ders sistemleri, otomatik notlandırma, veriye dayalı karar alma ve gerçek zamanlı geri bildirim gibi çok sayıda yenilikçi çözümler getirerek eğitim sektörünü dönüştürmektedir. Bununla birlikte, veri gizliliği ve güvenliği, şeffaflık ve açıklanabilirlik eksikliği, algoritmik önyargılar, yüksek uygulama maliyetleri ve yetersiz AI uzman personeli önemli zorluklar olmaya devam etmektedir. Bu çalışma, eğitimde AI’nın artan önemini ve etkilerini anlamaya odaklanmaktadır. Ayrıca çalışma, güncel istatistiklerle birlikte AI uygulamalarının faydaları, zorlukları ve stratejilerini de inceleyerek kamu ve özel sektör yöneticilerine ilgili kararları alırken yardımcı olmayı amaçlamaktadır.

Keywords

• yapay zeka
• eğitim
• yapay zeka avantajları
• yapay zeka zorlukları

Artificial Intelligence in education a conceptual assessment on advantages, challenges and strategies

Abstract

Education plays a vital role in the development of people and societies. In an ever-changing society, it is important for education to adapt and embrace technological innovations. Artificial intelligence (AI) has become a powerful technology with great potential to change the way we teach and learn. Artificial intelligence refers to the development of systems and machines that can simulate intelligent human behaviors such as learning, reasoning and problem solving. AI is transforming the education sector by introducing numerous innovative solutions such as personalized learning, virtual assistants, adaptive learning platforms, intelligent tutoring systems, automated grading, data-driven decision making and real-time feedback. However, data privacy and security, lack of transparency and explainability, algorithmic biases, high implementation costs, and insufficient AI expert staff remain significant challenges. This study focuses on understanding the growing importance and implications of AI in education. It also examines the advantages, challenges and strategies of AI applications along with current statistics and aims to assist public and private sector managers in making relevant decisions

Keywords

• artificial intelligence
• education
• artificial intelligence advantages
• artificial intelligence challenges

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