Paper Info
Title
The impact of genetic programming in education
Abstract
Since its inception genetic programming, and later variations such as grammar-based genetic programming and grammatical evolution, have contributed to various domains such as classification, image processing, search-based software engineering, amongst others. This paper examines the role that genetic programming has played in education. The paper firstly provides an overview of the impact that genetic programming has had in teaching and learning. The use of genetic programming in intelligent tutoring systems, predicting student performance and designing learning environments is examined. A critical analysis of genetic programming in education is provided. The paper then examines future directions of research and challenges in the application of genetic programming in education.
Year
DOI
Venue
2020
10.1007/s10710-019-09362-4
Genetic Programming and Evolvable Machines
Keywords
DocType
Volume
Genetic programming, Education, Intelligent tutoring systems, Pedagogical agents, Learning analytics
Journal
21
Issue
ISSN
Citations 
1
1389-2576
0
PageRank 
References 
Authors
0.34
0
1
Name
Order
Citations
PageRank
Nelishia Pillay123733.72