Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Keystroke Data in Programming Courses, University of Helsinki
Award Date: 31 Dec 2019
Fingerprint
Dive into the research topics where Juho Leinonen is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Adaptive Learning Curve Analytics with LLM-KC Identifiers for Knowledge Component Refinement
Fan, J., Mihaylova, T., Akram, B., Norouzi, N., Brusilovsky, P., Hellas, A. & Leinonen, J., 3 Sept 2025, UKICER '25: Proceedings of the 2025 Conference on UK and Ireland Computing Education Research. ACM, 5Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile6 Downloads (Pure) -
Beyond the Hype : A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools
Prather, J., Leinonen, J., Kiesler, N., Gorson Benario, J., Lau, S., Macneil, S., Norouzi, N., Opel, S., Pettit, V., Porter, L., Reeves, B. N., Savelka, J., Smith, D. H., Strickroth, S. & Zingaro, D., 23 Jan 2025, ITiCSE WGR 2024 - Publication of the 2024 Working Group Reports on Innovation and Technology in Computer Science Education. ACM, p. 300-338 39 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile23 Citations (Scopus)4 Downloads (Pure) -
Breaking the Programming Language Barrier: Multilingual Prompting to Empower Non-Native English Learners
Prather, J., Reeves, B. N., Denny, P., Leinonen, J., MacNeil, S., Luxton-Reilly, A., Orvalho, J., Alipour, A., Alfageeh, A., Amarouche, T., Kimmel, B., Wright, J., Blake, M. & Barbre, G., 7 Apr 2025, ACE 2025 - Proceedings of the 27th Australasian Computing Education Conference. Seton, C. & Simon (eds.). ACM, p. 74-84 11 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile3 Citations (Scopus)11 Downloads (Pure) -
Evaluating Language Models for Generating and Judging Programming Feedback
Koutcheme, C., Dainese, N., Sarsa, S., Hellas, A., Leinonen, J., Ashraf, S. & Denny, P., 18 Feb 2025, SIGCSE TS 2025 - Proceedings of the 56th ACM Technical Symposium on Computer Science Education. ACM, Vol. 1. p. 624-630 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Open AccessFile2 Citations (Scopus)16 Downloads (Pure) -
Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models
Bao, Q., Leinonen, J., Peng, A. Y., Zhong, W., Gendron, G., Pistotti, T., Huang, A., Denny, P., Witbrock, M. & Liu, J., 11 Apr 2025, Proceedings of the AAAI Conference on Artificial Intelligence. Walsh, T., Shah, J. & Kolter, Z. (eds.). 28 ed. Association for the Advancement of Artificial Intelligence, p. 28955-28963 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 28).Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
Projects
- 1 Active
-
Leinonen Juho /AT tot.: Large Language Models for Computing Education
Leinonen, J. (Principal investigator) & Logacheva, E. (Project Member)
01/09/2023 → 31/08/2027
Project: RCF Academy Research Fellow (new)
Datasets
-
Morning or Evening? An Examination of Circadian Rhythms of CS1 Students
Zavgorodniaia, A. (Creator), Shrestha, R. (Creator), Leinonen, J. (Creator), Hellas, A. (Creator) & Edwards, J. (Creator), Zenodo, 3 Feb 2021
DOI: 10.5281/zenodo.4498456, https://zenodo.org/record/4498457
Dataset: Software or code
-
IDE Action Log Dataset from a CS1 MOOC
Leinonen, J. (Creator) & Hellas, A. (Creator), Zenodo, 2022
Dataset
Prizes
-
Aalto Pioneering Excellence Honorable Mention
Seppälä, O. (Recipient), Sorva, J. (Recipient), Korhonen, A. (Recipient), Pollari-Malmi, K. (Recipient), Suoranta, S. (Recipient), Ahrenberg, L. (Recipient), Hellas, A. (Recipient), Leinonen, J. (Recipient), Malmi, L. (Recipient), Junttila, T. (Recipient), Suomela, J. (Recipient), Rytkönen, A. (Recipient) & Vuorimaa, P. (Recipient), 26 Nov 2025
Prize: Award or honor granted for a specific work
-
ACE2024 Best Paper Award
Jury, B. (Recipient), Lorusso, A. (Recipient), Leinonen, J. (Recipient), Denny, P. (Recipient) & Luxton-Reilly, A. (Recipient), 29 Jan 2024
Prize: Award or honor granted for a specific work
-
Best Paper Award at the 23rd Australasian Computing Education Conference, ACE2021
Leinonen, J. (Recipient), Denny, P. (Recipient) & Whalley, J. (Recipient), 1 Feb 2021
Prize: Award or honor granted for a specific work
-
ICER 2022 Best Paper Award for Article "Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models"
Sarsa, S. (Recipient), Denny, P. (Recipient), Hellas, A. (Recipient) & Leinonen, J. (Recipient), 2022
Prize: Award or honor granted for a specific work
-
SIGCSE TS 2022 Best Paper Computing Education Research
Leinonen, J. (Recipient), Castro, F. E. V. (Recipient) & Hellas, A. (Recipient), 3 Mar 2022
Prize: Award or honor granted for a specific work