Exploring the role of AI in education

Abstract

New advancements in machine learning and AI can be used to augment student learning and teacher capabilities. Examples of AI approaches in education include generating personalized student recommendations, autograding essays, and improving educational resources. AI programs intended to improve education can be categorized informally into three groups: Guidance, Learning, and Teacher. These categories are general and not necessarily mutually exclusive, but provide a framework for organization and further development. This paper intends to look at the past approaches of AI to improve education and categorize them to help guide new development of AI applications in education. The potential benefits of AI-powered education is noteworthy as the current economy is based on higher education. AI can be used to speed up labor-intensive tasks and help close the knowledge gap. Additionally, this paper also looks at potential drawbacks, such as ethics concerns of using student data to power AI. By analyzing the past use of AI in education, this paper seeks to provide a grouping framework to improve understanding of the field and facilitate future development.
 Framework for organization and further development. This paper intends to look at the past approaches of AI to improve education and categorize them to help guide new development of AI applications in education. The potential benefits of AI-powered education is noteworthy as the current economy is based on higher education. AI can be used to speed up labor-intensive tasks and help close the knowledge gap. Additionally, this paper also looks at potential drawbacks, such as ethics concerns of using student data to power AI. By analyzing the past use of AI in education, this paper seeks to provide a grouping framework to improve understanding of the field and facilitate future development.

Future perspectives of artificial intelligence

“…Assessment of test can be passed through this technology, that will in a second provide the necessary information. The use of the technology in education is not always related to students and teachers, stuff also can benefit from the tools that are powered by the artificial intelligence [6,7,8].…”

Yapay Zekâ Bağlaminda Okul Li̇derleri̇ni̇ Bekleyen Zorluklar

“…ALEKS gibi yapay zekâ uygulamalarının sayısı giderek artmaktadır (Örneğin Duolingo, Coursera, Sana Labs ve Squirrel). Tablo 1 eğitimde kullanılan yapay zekâ teknolojilerinin ortak özelliklerinden bazılarını sunmaktadır (Lin vd., 2021;Luo vd., 2022;Khan vd., 2021;Kumar, 2019;Nguyen, 2023;Sparks, 2017;Xia vd., 2022;Zawacki-Richter vd., 2019) Eğitimde yapay zekâ kullanımı giderek artan bir kullanıma sahiptir ve özellikle öğrenci ve öğretmenlerin ihtiyaçlarına göre farklılaşmaktadır. Örneğin eğitimde yapay zekâ kullanımı Özel gereksinimli öğrenciler için erişilebilirlik sağlayarak özel ihtiyaçları olan öğrencilerin eğitim erişimini güçlendirir.…”

The impact of artificial intelligence on research and higher education in Morocco

“…The emergence of artificial intelligence has triggered a veritable revolution in all areas of society [1]. From medicine [2] to industry [3], from finance [4] to agriculture [5], and from education [6] to scientific research [7], AI has profoundly transformed the way we approach the problems and challenges of the modern world. Remarkable progress in machine learning and natural language comprehension has elevated artificial intelligence (AI) to a pivotal role in facilitating decision-making, automating tasks, and optimizing operational processes.…”