Arto Hellas
Impact in
- Computer Science Applications top 0.1%
- Online Learning and Analytics
- Teaching and Learning Programming
- Health Informatics top 1%
- Artificial Intelligence in Healthcare and Education
Papers in
-
- Teaching and Learning Programming 74
- Online Learning and Analytics 61
-
- Software Engineering Research 31
- Software Engineering Techniques and Practices 7
- Co-authors
- Juho Leinonen (67 shared papers)Paul Denny (20 shared papers)Sami Sarsa (20 shared papers)Petri Ihantola (18 shared papers)James Prather (9 shared papers)Brett A. Becker (7 shared papers)Andrew Petersen (9 shared papers)Brent N. Reeves (4 shared papers)
- Journals
- ACM Transactions on Computing Education (2 papers)Information and Software Technology (1 paper)Journal of Systems and Software (1 paper)IEEE Access (1 paper)Communications of the ACM (1 paper)
- Partner nations
- FinlandUnited StatesNew Zealand
In The Last Decade
Arto Hellas
111 papers receiving 1.9k citations
Arto Hellas's Hit Papers
Peers
Comparison fields: 5 of 79
- Computer Science Applications 1.4k
- Health Informatics 115
- Software 169
- Developmental and Educational Psychology 391
- Information Systems 503
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 122 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Predicting academic performance: a systematic literature review Hit paper breakdown → | 2018 | 259 |
| 2 | Using Large Language Models to Enhance Programming Error Messages Hit paper breakdown → | 2023 | 143 |
| 3 | Computing Education in the Era of Generative AI Hit paper breakdown → | 2024 | 133 |
| 4 | Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book Hit paper breakdown → | 2023 | 128 |
| 5 | Comparing Code Explanations Created by Students and Large Language Models Hit paper breakdown → | 2023 | 120 |
| 6 | 2018 | 57 | |
| 7 | 2017 | 50 | |
| 8 | 2023 | 43 | |
| 9 | 2018 | 43 | |
| 10 | 2020 | 42 | |
| 11 | 2017 | 39 | |
| 12 | 2016 | 37 | |
| 13 | 2018 | 35 | |
| 14 | 2022 | 34 | |
| 15 | 2017 | 33 | |
| 16 | 2018 | 32 | |
| 17 | 2024 | 31 | |
| 18 | 2022 | 29 | |
| 19 | 2019 | 27 | |
| 20 | 2018 | 24 |
About Arto Hellas
Arto Hellas is a scholar working on Computer Science Applications, Information Systems, Developmental and Educational Psychology, Artificial Intelligence and Software, having authored 122 papers that have together received 2.0k indexed citations. Recurring topics across this work include Teaching and Learning Programming (74 papers), Online Learning and Analytics (61 papers), Software Engineering Research (31 papers), Innovative Teaching and Learning Methods (26 papers), Software Testing and Debugging Techniques (16 papers), Intelligent Tutoring Systems and Adaptive Learning (16 papers), Online and Blended Learning (7 papers) and Software Engineering Techniques and Practices (7 papers). The work is most often cited by research in Computer Science Applications (1.4k citations), Health Informatics (115 citations), Software (169 citations), Developmental and Educational Psychology (391 citations) and Information Systems (503 citations). Arto Hellas has collaborated with scholars based in Finland, United States and New Zealand. Frequent co-authors include Juho Leinonen, Paul Denny, Sami Sarsa, Petri Ihantola, James Prather, Brett A. Becker, Andrew Petersen, Brent N. Reeves, Stephen MacNeil and Joanne Kim. Their work appears in journals such as ACM Transactions on Computing Education, Information and Software Technology, Journal of Systems and Software, IEEE Access and Communications of the ACM.
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.