학술논문

A Taxonomy of Various Applications of Artificial Intelligence in Education
Document Type
Conference
Source
2021 2nd International Conference on Intelligent Engineering and Management (ICIEM) Intelligent Engineering and Management (ICIEM), 2021 2nd International Conference on. :23-28 Apr, 2021
Subject
Aerospace
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Engineering Profession
Fields, Waves and Electromagnetics
General Topics for Engineers
Geoscience
Nuclear Engineering
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Support vector machines
Machine learning algorithms
Shape
Education
Neural networks
Taxonomy
Market research
Artificial Intelligence
education
learning style
Language
Abstract
Increasing role of Artificial Intelligence (AI) has changed its shape and scope in different branches of the education sector. AI is going to add new features instead of changing the whole traditional system in education. This paper mentions the role of AI technologies, applications and its benefits in education. AI is involved in various education branches and improving the learning style. Contribution of AI in education sector, comparison of various machine learning algorithms like SVM classifiers, hidden Markov models, neural Networks and random forest etc has been discussed. Web-based and mobile-based applications are used commonly in education due to its easy and convenient features. Based on the consistency between Artificial Intelligence and education, analysis and relationship between the two, artificial intelligence is applied to education, which paves the way for the common development of the two.