[PDF][PDF] A review on artificial intelligence in education

J Huang, S Saleh, Y Liu - Academic Journal of …, 2021 - pdfs.semanticscholar.org
The emergence of innovative technologies has an impact on the methods of teaching and
learning. With the rapid development of artificial intelligence (AI) technology in recent years …

Employing adaptive learning and intelligent tutoring robots for virtual classrooms and smart campuses: reforming education in the age of artificial intelligence

A Alam - … computing and intelligent technologies: Proceedings of …, 2022 - Springer
As a consequence of the advent of new technologies, teaching and learning methods have
evolved dramatically. Artificial intelligence (AI) applications in educational settings are …

Grading assistance for a handwritten thermodynamics exam using artificial intelligence: An exploratory study

G Kortemeyer, J Nöhl, D Onishchuk - Physical Review Physics Education …, 2024 - APS
[This paper is part of the Focused Collection in Artificial Intelligence Tools in Physics
Teaching and Physics Education Research.] Using a high-stakes thermodynamics exam as …

Toward AI grading of student problem solutions in introductory physics: A feasibility study

G Kortemeyer - Physical Review Physics Education Research, 2023 - APS
Solving problems is crucial for learning physics, and not only final solutions but also their
derivations are important. Grading these derivations is labor intensive, as it generally …

Attitudes surrounding an imperfect AI autograder

S Hsu, TW Li, Z Zhang, M Fowler, C Zilles… - Proceedings of the …, 2021 - dl.acm.org
Deployment of AI assessment tools in education is widespread, but work on students'
interactions and attitudes towards imperfect autograders is comparatively lacking. This …

Towards trustworthy autograding of short, multi-lingual, multi-type answers

J Schneider, R Richner, M Riser - International Journal of Artificial …, 2023 - Springer
Autograding short textual answers has become much more feasible due to the rise of NLP
and the increased availability of question-answer pairs brought about by a shift to online …

Explaining code with a purpose: An integrated approach for developing code comprehension and prompting skills

P Denny, DH Smith IV, M Fowler, J Prather… - Proceedings of the …, 2024 - dl.acm.org
Reading, understanding and explaining code have traditionally been important skills for
novices learning programming. As large language models (LLMs) become prevalent, these …

Am I wrong, or is the autograder wrong? Effects of AI grading mistakes on learning

TW Li, S Hsu, M Fowler, Z Zhang, C Zilles… - Proceedings of the …, 2023 - dl.acm.org
Errors in AI grading and feedback often have an intractable set of causes and are, by their
nature, difficult to completely avoid. Since inaccurate feedback potentially harms learning …

Reducing workload in short answer grading using machine learning

R Weegar, P Idestam-Almquist - International Journal of Artificial …, 2024 - Springer
Abstract Machine learning methods can be used to reduce the manual workload in exam
grading, making it possible for teachers to spend more time on other tasks. However, when it …

Prompting for comprehension: Exploring the intersection of explain in plain english questions and prompt writing

DH Smith IV, P Denny, M Fowler - … of the Eleventh ACM Conference on …, 2024 - dl.acm.org
Learning to program requires the development of a variety of skills including the ability to
read, comprehend, and communicate the purpose of code. In the age of large language …