Arto Hellas
Impact in
- Computer Science Applications top 0.05%
- Teaching and Learning Programming
- Online Learning and Analytics
- Information Systems top 1%
- Artificial Intelligence in Education
- Software Engineering Research
Papers in
-
- Teaching and Learning Programming 93
- Online Learning and Analytics 21
-
- Software Engineering Research 6
- Software Engineering Techniques and Practices 6
- Mobile and Web Applications 4
- Artificial Intelligence in Education 4
- Co-authors
- Juho Leinonen (69 shared papers)Sami Sarsa (22 shared papers)Paul C. Denny (19 shared papers)Petri Ihantola (18 shared papers)James E. Prather (8 shared papers)Brett A. Becker (6 shared papers)Brent N. Reeves (4 shared papers)Andrew Petersen (8 shared papers)
- Journals
- ACM Transactions on Computing Education (2 papers)Journal of Systems and Software (1 paper)Scientific Reports (1 paper)IEEE Access (1 paper)Information and Software Technology (1 paper)
- Partner nations
- FinlandUnited StatesNew Zealand
In The Last Decade
Arto Hellas
118 papers receiving 2.6k citations
Arto Hellas's Hit Papers
Peers
Comparison fields: 5 of 69
- Computer Science Applications 1.9k
- Information Systems 782
- Artificial Intelligence 279
- Health Informatics 16
- Safety Research 83
Countries citing papers authored by Arto Hellas
This map shows the geographic impact of Arto Hellas's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Arto Hellas with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Arto Hellas more than expected).
Fields of papers citing papers by Arto Hellas
This network shows the impact of papers produced by Arto Hellas. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Arto Hellas. The network helps show where Arto Hellas may publish in the future.
Co-authors
The 25 scholars most cited alongside Arto Hellas, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 125 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models Hit paper breakdown → | 2022 | 351 |
| 2 | Predicting academic performance: a systematic literature review Hit paper breakdown → | 2018 | 270 |
| 3 | Using Large Language Models to Enhance Programming Error Messages Hit paper breakdown → | 2023 | 171 |
| 4 | Computing Education in the Era of Generative AI Hit paper breakdown → | 2024 | 165 |
| 5 | Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book Hit paper breakdown → | 2023 | 149 |
| 6 | Comparing Code Explanations Created by Students and Large Language Models Hit paper breakdown → | 2023 | 149 |
| 7 | Exploring the Responses of Large Language Models to Beginner Programmers’ Help Requests Hit paper breakdown → | 2023 | 100 |
| 8 | 2018 | 58 | |
| 9 | 2020 | 54 | |
| 10 | 2017 | 51 | |
| 11 | 2023 | 49 | |
| 12 | 2017 | 44 | |
| 13 | 2018 | 42 | |
| 14 | 2022 | 41 | |
| 15 | 2024 | 40 | |
| 16 | 2017 | 38 | |
| 17 | 2016 | 37 | |
| 18 | 2018 | 37 | |
| 19 | 2018 | 32 | |
| 20 | 2024 | 30 |
About Arto Hellas
Arto Hellas is a scholar working on Computer Science Applications, Information Systems, Experimental and Cognitive Psychology, Artificial Intelligence and Architecture, having authored 125 papers that have together received 2.8k indexed citations. Recurring topics across this work include Teaching and Learning Programming (93 papers), Online Learning and Analytics (21 papers), Software Engineering Research (6 papers), Software Engineering Techniques and Practices (6 papers), Intelligent Tutoring Systems and Adaptive Learning (4 papers), Mobile and Web Applications (4 papers), Artificial Intelligence in Education (4 papers) and Visual and Cognitive Learning Processes (4 papers). The work is most often cited by research in Computer Science Applications (1.9k citations), Information Systems (782 citations), Artificial Intelligence (279 citations), Health Informatics (16 citations) and Safety Research (83 citations). Arto Hellas has collaborated with scholars based in Finland, United States and New Zealand. Frequent co-authors include Juho Leinonen, Sami Sarsa, Paul C. Denny, Petri Ihantola, James E. Prather, Brett A. Becker, Brent N. Reeves, Andrew Petersen, Stephen MacNeil and Andrew Tran. Their work appears in journals such as ACM Transactions on Computing Education, Journal of Systems and Software, Scientific Reports, IEEE Access and Information and Software Technology.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.