Concepedia

Arto Hellas

AH

67

Publications

3.1K

Citations

26

H-Index

2016

Active since

Affiliations

Aalto University(Current)

University of Helsinki

University of Auckland

Temple University

University of Toronto

Arto Hellas is an author at Aalto University specializing in education, learning analytics, and computer science.

Top concepts

EducationLearning AnalyticsEngineeringComputer ScienceProgram ComprehensionSoftware EngineeringProgram AnalysisSoftware AnalysisLanguageProgram Evaluation

Publications per year

2016–2025

67

Publications

67

Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models

Sami Sarsa, Paul Denny, Arto Hellas et al. · 2022 · 410 citations · Full text

Engineering, Software Engineering, Large Language Model +24

Predicting academic performance: a systematic literature review

Arto Hellas, Petri Ihantola, Andrew Petersen et al. · 2018 · 330 citations · Full text

Educational Outcomes, Systematic Literature Study, Student Assessment +15

Using Large Language Models to Enhance Programming Error Messages

Juho Leinonen, Arto Hellas, Sami Sarsa et al. · 2023 · 201 citations · Full text

Novice-friendly Enhancements, Engineering, Software Engineering +21

Computing Education in the Era of Generative AI

Paul Denny, James Prather, Brett A. Becker et al. · Communications of the ACM · 2024 · 193 citations · Full text

Artificial Intelligence, Engineering, Education +17

Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book

Stephen MacNeil, Andrew Tran, Arto Hellas et al. · 2023 · 175 citations · Full text

Software Maintenance, Engineering, Software Engineering +22

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