Juho Leinonen

194 papers A* 1A 13B 14C 16Misc 1Journal 58Unranked 87
YearRankTypeTitle / Venue / Authors
2026 — conf
ACM Generative AI Task Force Special Session:
SIGCSE (2)
Paul Denny, Juho Leinonen, Viraj Kumar, Steven Gordon
2026 C conf
Ambiguity by Design: Practicing Requirement Clarification through Natural-Language Dialogue with LLMs.
ACE
Kay Tang, Hoanh Nguyen Hosea Tong-Ho, Kaitlin Riegel, Paul Denny, Nasser Giacaman, Juho Leinonen
2026 — conf
Assessing the Role of Diversity in LLM Explanations for Enhancing Student Understanding.
SIGCSE (2)
Kush Patel, Seth Bernstein, Rayhana Nasimova, Paul Denny, Juho Leinonen, Stephen MacNeil
2026 J jnl
Can We Improve Educational Diagram Generation with In-Context Examples? Not if a Hallucination Spoils the Bunch.
CoRR
Evanfiya Logacheva, Arto Hellas, Tsvetomila Mihaylova, Juha Sorva, Ava Heinonen, Juho Leinonen
2026 C conf
Enabling Postgraduate Projects in Computing Education through Synthetic Research Data Generation.
ACE
Paul Denny, Kaitlin Riegel, Andrew Luxton-Reilly, Juho Leinonen, James Prather, Stephen MacNeil
2026 — conf
Fine-Tuning Open-Source Models as a Viable Alternative to Proprietary LLMs for Explaining Compiler Messages.
SIGCSE (1)
Lorenzo Lee Solano, Charles Koutcheme, Juho Leinonen, Alexandra Vassar, Jake Renzella
2026 — conf
Knowledge Component-Driven Alignment of CS1 Textbooks and Exercises.
SIGCSE (2)
Samantha Smith, Arun-Balajiee Lekshmi-Narayanan, Anurata Prabha Hridi, Rafaella Sampaio de Alencar, Bita Akram, Arto Hellas, Juho Leinonen, Peter Brusilovsky, Narges Norouzi
2026 J jnl
Koli Calling 2025 Conference Recap.
ACM SIGCSE Bull.
Juho Leinonen, Rodrigo Duran
2026 C conf
Unraveling Ambiguities: Analyzing Student Approaches to Solving Probeable Problems.
ACE
Viraj Kumar, Paul Denny, Juho Leinonen, James Prather, Stephen MacNeil
2025 B conf
9th Educational Data Mining in Computer Science Education (CSEDM) Workshop.
EDM
Bita Akram, Yang Shi, Peter Brusilovsky, Thomas W. Price, Ken Koedinger, Paulo Carvalho, Shan Zhang, Andrew S. Lan, Juho Leinonen
2025 — conf
Adaptive Learning Curve Analytics with LLM-KC Identifiers for Knowledge Component Refinement.
UKICER
Jing Fan, Tsvetomila Mihaylova, Bita Akram, Narges Norouzi, Peter Brusilovsky, Arto Hellas, Juho Leinonen
2025 C conf
Breaking the Programming Language Barrier: Multilingual Prompting to Empower Non-Native English Learners.
ACE
James Prather, Brent N. Reeves, Paul Denny, Juho Leinonen, Stephen MacNeil, Andrew Luxton-Reilly, João Orvalho, Amin Alipour, Ali Alfageeh, Thezyrie Amarouche, Bailey Kimmel, Jared Wright, Musa Blake, Gweneth Barbre
2025 — conf
Evaluating Language Models for Generating and Judging Programming Feedback.
SIGCSE (1)
Charles Koutcheme, Nicola Dainese, Sami Sarsa, Arto Hellas, Juho Leinonen, Syed Ashraf, Paul Denny
2025 A* conf
Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models.
AAAI
Qiming Bao, Juho Leinonen, Alex Yuxuan Peng, Wanjun Zhong, Gaël Gendron, Timothy Pistotti, Alice Huang, Paul Denny, Michael Witbrock, Jiamou Liu
2025 — conf
Exploring Student Reactions to LLM-Generated Feedback on Explain in Plain English Problems.
SIGCSE (1)
Chris Kerslake, Paul Denny, David H. Smith, Juho Leinonen, Stephen MacNeil, Andrew Luxton-Reilly, Brett A. Becker
2025 — conf
Fostering Responsible AI Use Through Negative Expertise: A Contextualized Autocompletion Quiz.
ITiCSE (1)
Stephen MacNeil, James Prather, Rahad Arman Nabid, Sebastian Gutierrez, Silas Carvalho, Saimon Shrestha, Paul Denny, Brent N. Reeves, Juho Leinonen, Rachel Louise Rossetti
2025 — conf
From Prompts to Propositions: A Logic-Based Lens on Student-LLM Interactions.
Koli Calling
Ali Alfageeh, Sadegh AlMahdi Kazemi Zarkouei, Daye Nam, Daniel Prol, Matin Amoozadeh, Souti Chattopadhyay, James Prather, Paul Denny, Juho Leinonen, Michael Hilton, Sruti Srinivasa Ragavan, Amin Alipour
2025 J jnl
From Prompts to Propositions: A Logic-Based Lens on Student-LLM Interactions.
CoRR
Ali Alfageeh, Sadegh AlMahdi Kazemi Zarkouei, Daye Nam, Daniel Prol, Matin Amoozadeh, Souti Chattopadhyay, James Prather, Paul Denny, Juho Leinonen, Michael Hilton, Sruti Srinivasa Ragavan, Mohammad Amin Alipour
2025 J jnl
Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers.
ACM Trans. Comput. Educ.
Neil C. C. Brown, Pierre Weill-Tessier, Juho Leinonen, Paul Denny, Michael Kölling
2025 B conf
Humanizing Automated Programming Feedback: Fine-Tuning Generative Models with Student-Written Feedback.
EDM
Victor-Alexandru Padurean, Tung Phung, Nachiket Kotalwar, Michael Liut, Juho Leinonen, Paul Denny, Adish Singla
2025 J jnl
Humanizing Automated Programming Feedback: Fine-Tuning Generative Models with Student-Written Feedback.
CoRR
Victor-Alexandru Padurean, Tung Phung, Nachiket Kotalwar, Michael Liut, Juho Leinonen, Paul Denny, Adish Singla
2025 J jnl
Koli Calling 2024 Conference Recap.
ACM SIGCSE Bull.
Juho Leinonen, Andreas Mühling
2025 J jnl
Koli Calling 2025: Call for Submissions.
ACM SIGCSE Bull.
Juho Leinonen, Rodrigo Duran
2025 J jnl
Koli Calling: Call for Participation.
ACM SIGCSE Bull.
Juho Leinonen, Rodrigo Duran
2025 C conf
LLM-itation is the Sincerest Form of Data: Generating Synthetic Buggy Code Submissions for Computing Education.
ACE
Juho Leinonen, Paul Denny, Olli Kiljunen, Stephen MacNeil, Sami Sarsa, Arto Hellas
2025 J jnl
Member Spotlight: Juho Leinonen.
ACM SIGCSE Bull.
Juho Leinonen, Julie M. Smith, Charles Wallace
2025 J jnl
Narrowing the Gap: Supervised Fine-Tuning of Open-Source LLMs as a Viable Alternative to Proprietary Models for Pedagogical Tools.
CoRR
Lorenzo Lee Solano, Charles Koutcheme, Juho Leinonen, Alexandra Vassar, Jake Renzella
2025 C conf
On the Opportunities of Large Language Models for Programming Process Data.
ACE
John Edwards, Arto Hellas, Juho Leinonen
2025 — conf
Probing the Unknown: Exploring Student Interactions with Probeable Problems at Scale in Introductory Programming.
ITiCSE (1)
Paul Denny, Viraj Kumar, Stephen MacNeil, James Prather, Juho Leinonen
2025 J jnl
Probing the Unknown: Exploring Student Interactions with Probeable Problems at Scale in Introductory Programming.
CoRR
Paul Denny, Viraj Kumar, Stephen MacNeil, James Prather, Juho Leinonen
2025 — ed.
Proceedings of the 25th Koli Calling International Conference on Computing Education Research, Koli Calling 2025, Koli, Finland, November 11-16, 2025
Koli Calling
Juho Leinonen, Rodrigo Duran
2025 — conf
Prompts First, Precision Later: Reviving the Vision of Natural Language Programming for Computing Education.
Koli Calling
Brent N. Reeves, James Prather, Paul Denny, Juho Leinonen, Stephen MacNeil, Andrew Luxton-Reilly, Sebastian Mateos Nicolajsen, Claus Brabrand
2025 J jnl
SPIRAL integration of generative AI in an undergraduate creative media course: effects on self-efficacy and career outcome expectations.
CoRR
Troy Schotter, Saba Kawas, James Prather, Juho Leinonen, Jon Ippolito, Greg L. Nelson
2025 — conf
The Role of Generative AI in Software Student CollaborAItion.
ITiCSE (1)
Natalie Kiesler, Jacqueline Smith, Juho Leinonen, Armando Fox, Stephen MacNeil, Petri Ihantola
2025 J jnl
The Role of Generative AI in Software Student CollaborAItion.
CoRR
Natalie Kiesler, Jacqueline Smith, Juho Leinonen, Armando Fox, Stephen MacNeil, Petri Ihantola
2025 — conf
Using Generative AI to Scaffold the Teaching of Software Engineering Team Skills.
SIGCSE (2)
Armando Fox, Pablo Fernandez, Juho Leinonen, José Antonio Parejo Maestre
2024 J jnl
"It's Weird That it Knows What I Want": Usability and Interactions with Copilot for Novice Programmers.
ACM Trans. Comput. Hum. Interact.
James Prather, Brent N. Reeves, Paul Denny, Brett A. Becker, Juho Leinonen, Andrew Luxton-Reilly, Garrett B. Powell, James Finnie-Ansley, Eddie Antonio Santos
2024 — conf
"Like a Nesting Doll": Analyzing Recursion Analogies Generated by CS Students Using Large Language Models.
ITiCSE (1)
Seth Bernstein, Paul Denny, Juho Leinonen, Lauren Kan, Arto Hellas, Matt Littlefield, Sami Sarsa, Stephen MacNeil
2024 J jnl
"Like a Nesting Doll": Analyzing Recursion Analogies Generated by CS Students using Large Language Models.
CoRR
Seth Bernstein, Paul Denny, Juho Leinonen, Lauren Kan, Arto Hellas, Matt Littlefield, Sami Sarsa, Stephen MacNeil
2024 — conf
"Sometimes You Just Gotta Risk It for the Biscuit": A Portrait of Student Risk-Taking.
SIGCSE Virtual (1)
Juho Leinonen, Paul Denny
2024 J jnl
"Sometimes You Just Gotta Risk It for the Biscuit": A Portrait of Student Risk-Taking.
CoRR
Juho Leinonen, Paul Denny
2024 B conf
8th Educational Data Mining in Computer Science Education (CSEDM) Workshop.
EDM
Yang Shi, Peter Brusilovsky, Bita Akram, Thomas W. Price, Juho Leinonen, Kenneth R. Koedinger, Andrew S. Lan
2024 J jnl
A Game of Shadows: Effective Mastery Learning in the Age of Ubiquitous AI (Dagstuhl Seminar 24272).
Dagstuhl Reports
Nick Falkner, Juho Leinonen, Miranda C. Parker, Andrew Petersen, Claudia Szabo
2024 — conf
AI in Computing Education from Research to Practice.
SIGCSE (2)
Bita Akram, Juho Leinonen, Narges Norouzi, James Prather, Lisa Zhang
2024 — conf
Analyzing Students' Preferences for LLM-Generated Analogies.
ITiCSE (2)
Seth Bernstein, Paul Denny, Juho Leinonen, Matt Littlefield, Arto Hellas, Stephen MacNeil
2024 J jnl
Benchmarking Educational Program Repair.
CoRR
Charles Koutcheme, Nicola Dainese, Sami Sarsa, Juho Leinonen, Arto Hellas, Paul Denny
2024 — conf
Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools.
ITiCSE-WGR
James Prather, Juho Leinonen, Natalie Kiesler, Jamie Gorson Benario, Sam Lau, Stephen MacNeil, Narges Norouzi, Simone Opel, Vee Pettit, Leo Porter, Brent N. Reeves, Jaromír Savelka, David H. Smith, Sven Strickroth, Daniel Zingaro
2024 J jnl
Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools.
CoRR
James Prather, Juho Leinonen, Natalie Kiesler, Jamie Gorson Benario, Sam Lau, Stephen MacNeil, Narges Norouzi, Simone Opel, Vee Pettit, Leo Porter, Brent N. Reeves, Jaromír Savelka, David H. Smith IV, Sven Strickroth, Daniel Zingaro
2024 J jnl
Breaking the Programming Language Barrier: Multilingual Prompting to Empower Non-Native English Learners.
CoRR
James Prather, Brent N. Reeves, Paul Denny, Juho Leinonen, Stephen MacNeil, Andrew Luxton-Reilly, João Orvalho, Amin Alipour, Ali Alfageeh, Thezyrie Amarouche, Bailey Kimmel, Jared Wright, Musa Blake, Gweneth Barbre
2024 J jnl
Computing Education in the Era of Generative AI.
Commun. ACM
Paul Denny, James Prather, Brett A. Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N. Reeves, Eddie Antonio Santos, Sami Sarsa
2024 C conf
Decoding Logic Errors: A Comparative Study on Bug Detection by Students and Large Language Models.
ACE
Stephen MacNeil, Paul Denny, Andrew Tran, Juho Leinonen, Seth Bernstein, Arto Hellas, Sami Sarsa, Joanne Kim
2024 — conf
Detecting ChatGPT-Generated Code Submissions in a CS1 Course Using Machine Learning Models.
SIGCSE (1)
Muntasir Hoq, Yang Shi, Juho Leinonen, Damilola Babalola, Collin F. Lynch, Thomas W. Price, Bita Akram
2024 J jnl
Detecting Learning Behavior in Programming Assignments by Analyzing Versioned Repositories.
IEEE Access
John Chen, Serena Lau, Juho Leinonen, Valerio Terragni, Nasser Giacaman
2024 — conf
Discussing the Changing Landscape of Generative AI in Computing Education.
SIGCSE (2)
Stephen MacNeil, Juho Leinonen, Paul Denny, Natalie Kiesler, Arto Hellas, James Prather, Brett A. Becker, Michel Wermelinger, Karen Reid
2024 — conf
Evaluating Contextually Personalized Programming Exercises Created with Generative AI.
ICER (1)
Evanfiya Logacheva, Arto Hellas, James Prather, Sami Sarsa, Juho Leinonen
2024 J jnl
Evaluating Contextually Personalized Programming Exercises Created with Generative AI.
CoRR
Evanfiya Logacheva, Arto Hellas, James Prather, Sami Sarsa, Juho Leinonen
2024 C conf
Evaluating LLM-generated Worked Examples in an Introductory Programming Course.
ACE
Breanna Jury, Angela Lorusso, Juho Leinonen, Paul Denny, Andrew Luxton-Reilly
2024 J jnl
Evaluating Language Models for Generating and Judging Programming Feedback.
CoRR
Charles Koutcheme, Nicola Dainese, Arto Hellas, Sami Sarsa, Juho Leinonen, Syed Ashraf, Paul Denny
2024 — conf
Experiences from Integrating Large Language Model Chatbots into the Classroom.
SIGCSE Virtual (1)
Arto Hellas, Juho Leinonen, Leo Leppänen
2024 J jnl
Experiences from Integrating Large Language Model Chatbots into the Classroom.
CoRR
Arto Hellas, Juho Leinonen, Leo Leppänen
2024 — conf
Explaining Code with a Purpose: An Integrated Approach for Developing Code Comprehension and Prompting Skills.
ITiCSE (1)
Paul Denny, David H. Smith, Max Fowler, James Prather, Brett A. Becker, Juho Leinonen
2024 J jnl
Explaining Code with a Purpose: An Integrated Approach for Developing Code Comprehension and Prompting Skills.
CoRR
Paul Denny, David H. Smith IV, Max Fowler, James Prather, Brett A. Becker, Juho Leinonen
2024 — conf
How Instructors Incorporate Generative AI into Teaching Computing.
ITiCSE (2)
James Prather, Juho Leinonen, Natalie Kiesler, Jamie Gorson Benario, Sam Lau, Stephen MacNeil, Narges Norouzi, Simone Opel, Virginia Pettit, Leo Porter, Brent N. Reeves, Jaromír Savelka, David H. Smith IV, Sven Strickroth, Daniel Zingaro
2024 J jnl
Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers.
CoRR
Neil C. C. Brown, Pierre Weill-Tessier, Juho Leinonen, Paul Denny, Michael Kölling
2024 — conf
Instructor Perceptions of AI Code Generation Tools - A Multi-Institutional Interview Study.
SIGCSE (1)
Judy Sheard, Paul Denny, Arto Hellas, Juho Leinonen, Lauri Malmi, Simon
2024 — conf
Integrating Natural Language Prompting Tasks in Introductory Programming Courses.
SIGCSE Virtual (1)
Chris Kerslake, Paul Denny, David H. Smith, James Prather, Juho Leinonen, Andrew Luxton-Reilly, Stephen MacNeil
2024 J jnl
Integrating Natural Language Prompting Tasks in Introductory Programming Courses.
CoRR
Chris Kerslake, Paul Denny, David H. Smith IV, James Prather, Juho Leinonen, Andrew Luxton-Reilly, Stephen MacNeil
2024 J jnl
Interactions with Prompt Problems: A New Way to Teach Programming with Large Language Models.
CoRR
James Prather, Paul Denny, Juho Leinonen, David H. Smith IV, Brent N. Reeves, Stephen MacNeil, Brett A. Becker, Andrew Luxton-Reilly, Thezyrie Amarouche, Bailey Kimmel
2024 J jnl
Koli Calling 2024: Call for Participation.
ACM SIGCSE Bull.
Juho Leinonen
2024 J jnl
Koli Calling 2024: Call for Participation.
ACM SIGCSE Bull.
Juho Leinonen
2024 J jnl
Koli Calling 2024: Call for Submissions.
ACM SIGCSE Bull.
Andreas Mühling, Juho Leinonen
2024 J jnl
LLM-itation is the Sincerest Form of Data: Generating Synthetic Buggy Code Submissions for Computing Education.
CoRR
Juho Leinonen, Paul Denny, Olli Kiljunen, Stephen MacNeil, Sami Sarsa, Arto Hellas
2024 J jnl
On the Opportunities of Large Language Models for Programming Process Data.
CoRR
John Edwards, Arto Hellas, Juho Leinonen
2024 A conf
On the comprehensibility of functional decomposition: An empirical study.
ICPC
Ewan D. Tempero, Paul Denny, James Finnie-Ansley, Andrew Luxton-Reilly, Diana Kirk, Juho Leinonen, Asma Shakil, Robert J. Sheehan, James Tizard, Yu-Cheng Tu, Burkhard Wuensche
2024 — conf
Open Source Language Models Can Provide Feedback: Evaluating LLMs' Ability to Help Students Using GPT-4-As-A-Judge.
ITiCSE (1)
Charles Koutcheme, Nicola Dainese, Sami Sarsa, Arto Hellas, Juho Leinonen, Paul Denny
2024 J jnl
Open Source Language Models Can Provide Feedback: Evaluating LLMs' Ability to Help Students Using GPT-4-As-A-Judge.
CoRR
Charles Koutcheme, Nicola Dainese, Sami Sarsa, Arto Hellas, Juho Leinonen, Paul Denny
2024 — conf
Post Primary Teachers' Perspectives on Machine Learning and Artificial Intelligence in the Leaving Certificate Computer Science Curriculum.
Koli Calling
Joyce Mahon, Brett A. Becker, Brian Mac Namee, Juho Leinonen
2024 — ed.
Proceedings of 8th Educational Data Mining in Computer Science Education Workshop (CSEDM 2024) co-located with the 17th Educational Data Mining Conference (EDM 2024), Atlanta, GA, USA, July 14, 2024.
CSEDM@EDM
Yang Shi, Peter Brusilovsky, Bita Akram, Thomas W. Price, Juho Leinonen, Ken Koedinger, Andrew S. Lan
2024 — ed.
Proceedings of the 24th Koli Calling International Conference on Computing Education Research, Koli Calling 2024, KoliFinland, November 12-17, 2024
Koli Calling
Juho Leinonen, Andreas Mühling
2024 — conf
Prompt Problems: A New Programming Exercise for the Generative AI Era.
SIGCSE (1)
Paul Denny, Juho Leinonen, James Prather, Andrew Luxton-Reilly, Thezyrie Amarouche, Brett A. Becker, Brent N. Reeves
2024 J jnl
Prompts First, Finally.
CoRR
Brent N. Reeves, James Prather, Paul Denny, Juho Leinonen, Stephen MacNeil, Brett A. Becker, Andrew Luxton-Reilly
2024 — conf
Self-Regulation, Self-Efficacy, and Fear of Failure Interactions with How Novices Use LLMs to Solve Programming Problems.
ITiCSE (1)
Lauren E. Margulieux, James Prather, Brent N. Reeves, Brett A. Becker, Gozde Cetin Uzun, Dastyni Loksa, Juho Leinonen, Paul Denny
2024 — conf
Solving Proof Block Problems Using Large Language Models.
SIGCSE (1)
Seth Poulsen, Sami Sarsa, James Prather, Juho Leinonen, Brett A. Becker, Arto Hellas, Paul Denny, Brent N. Reeves
2024 — conf
Synthetic Students: A Comparative Study of Bug Distribution Between Large Language Models and Computing Students.
SIGCSE Virtual (1)
Stephen MacNeil, Magdalena Rogalska, Juho Leinonen, Paul Denny, Arto Hellas, Xandria Crosland
2024 J jnl
Synthetic Students: A Comparative Study of Bug Distribution Between Large Language Models and Computing Students.
CoRR
Stephen MacNeil, Magdalena Rogalska, Juho Leinonen, Paul Denny, Arto Hellas, Xandria Crosland
2024 — conf
The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers.
ICER (1)
James Prather, Brent N. Reeves, Juho Leinonen, Stephen MacNeil, Arisoa S. Randrianasolo, Brett A. Becker, Bailey Kimmel, Jared Wright, Ben Briggs
2024 J jnl
The Widening Gap: The Benefits and Harms of Generative AI for Novice Programmers.
CoRR
James Prather, Brent N. Reeves, Juho Leinonen, Stephen MacNeil, Arisoa S. Randrianasolo, Brett A. Becker, Bailey Kimmel, Jared Wright, Ben Briggs
2024 — conf
Using Large Language Models for Teaching Computing.
SIGCSE (2)
Juho Leinonen, Stephen MacNeil, Paul Denny, Arto Hellas
2023 J jnl
"It's Weird That it Knows What I Want": Usability and Interactions with Copilot for Novice Programmers.
CoRR
James Prather, Brent N. Reeves, Paul Denny, Brett A. Becker, Juho Leinonen, Andrew Luxton-Reilly, Garrett B. Powell, James Finnie-Ansley, Eddie Antonio Santos
2023 A conf
Automated Program Repair Using Generative Models for Code Infilling.
AIED
Charles Koutcheme, Sami Sarsa, Juho Leinonen, Arto Hellas, Paul Denny
2023 C conf
Automated Questionnaires About Students' JavaScript Programs: Towards Gauging Novice Programming Processes.
ACE
Teemu Lehtinen, Lassi Haaranen, Juho Leinonen
2023 — conf
Automatically Generating CS Learning Materials with Large Language Models.
SIGCSE (2)
Stephen MacNeil, Andrew Tran, Juho Leinonen, Paul Denny, Joanne Kim, Arto Hellas, Seth Bernstein, Sami Sarsa
2023 — conf
Chat Overflow: Artificially Intelligent Models for Computing Education - renAIssance or apocAIypse?
ITiCSE (1)
Paul Denny, Brett A. Becker, Juho Leinonen, James Prather
2023 — conf
Comparing Code Explanations Created by Students and Large Language Models.
ITiCSE (1)
Juho Leinonen, Paul Denny, Stephen MacNeil, Sami Sarsa, Seth Bernstein, Joanne Kim, Andrew Tran, Arto Hellas
2023 J jnl
Comparing Code Explanations Created by Students and Large Language Models.
CoRR
Juho Leinonen, Paul Denny, Stephen MacNeil, Sami Sarsa, Seth Bernstein, Joanne Kim, Andrew Tran, Arto Hellas
2023 — conf
Computing Education Postdocs and Beyond: Building a Postdoc Space for Community and Collaboration.
SIGCSE (2)
Francisco Enrique Vicente Castro, Joseph P. Wilson, Jessica Vandenberg, Juho Leinonen, Miranda C. Parker
2023 J jnl
Computing Education in the Era of Generative AI.
CoRR
Paul Denny, James Prather, Brett A. Becker, James Finnie-Ansley, Arto Hellas, Juho Leinonen, Andrew Luxton-Reilly, Brent N. Reeves, Eddie Antonio Santos, Sami Sarsa
2023 — conf
Could ChatGPT Be Used for Reviewing Learnersourced Exercises?
Koli Calling
Nea Pirttinen, Juho Leinonen
2023 J jnl
Coverage of Course Topics in Learnersourced SQL Exercises.
CoRR
Nea Pirttinen, Arto Hellas, Juho Leinonen
2023 J jnl
Decoding Logic Errors: A Comparative Study on Bug Detection by Students and Large Language Models.
CoRR
Stephen MacNeil, Paul Denny, Andrew Tran, Juho Leinonen, Seth Bernstein, Arto Hellas, Sami Sarsa, Joanne Kim
2023 — conf
Detecting ChatGPT-Generated Code in a CS1 Course.
LLM@AIED
Muntasir Hoq, Yang Shi, Juho Leinonen, Damilola Babalola, Collin F. Lynch, Bita Akram
2023 — conf
Evaluating Distance Measures for Program Repair.
ICER (1)
Charles Koutcheme, Sami Sarsa, Juho Leinonen, Lassi Haaranen, Arto Hellas
2023 — conf
Evaluating the Performance of Code Generation Models for Solving Parsons Problems With Small Prompt Variations.
ITiCSE (1)
Brent N. Reeves, Sami Sarsa, James Prather, Paul Denny, Brett A. Becker, Arto Hellas, Bailey Kimmel, Garrett B. Powell, Juho Leinonen
2023 C conf
Experiences from Learnersourcing SQL Exercises: Do They Cover Course Topics and Do Students Use Them?
ACE
Nea Pirttinen, Arto Hellas, Juho Leinonen
2023 — conf
Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book.
SIGCSE (1)
Stephen MacNeil, Andrew Tran, Arto Hellas, Joanne Kim, Sami Sarsa, Paul Denny, Seth Bernstein, Juho Leinonen
2023 J jnl
Exploring Self-Reinforcement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models.
CoRR
Qiming Bao, Juho Leinonen, Alex Yuxuan Peng, Wanjun Zhong, Tim Pistotti, Alice Huang, Paul Denny, Michael Witbrock, Jiamou Liu
2023 — conf
Exploring the Interplay of Achievement Goals, Self-Efficacy, Prior Experience and Course Achievement.
UKICER
Hannu Pesonen, Juho Leinonen, Lassi Haaranen, Arto Hellas
2023 — conf
Exploring the Responses of Large Language Models to Beginner Programmers' Help Requests.
ICER (1)
Arto Hellas, Juho Leinonen, Sami Sarsa, Charles Koutcheme, Lilja Kujanpää, Juha Sorva
2023 J jnl
Exploring the Responses of Large Language Models to Beginner Programmers' Help Requests.
CoRR
Arto Hellas, Juho Leinonen, Sami Sarsa, Charles Koutcheme, Lilja Kujanpää, Juha Sorva
2023 — conf
Factors Affecting Compilable State at Each Keystroke in CS1.
SEET@ICSE
Steven Scott, Arto Hellas, Juho Leinonen, John Edwards
2023 — conf
G is for Generalisation: Predicting Student Success from Keystrokes.
SIGCSE (1)
Zac Pullar-Strecker, Filipe Dwan Pereira, Paul Denny, Andrew Luxton-Reilly, Juho Leinonen
2023 J jnl
Human vs Machine: Comparison of Student-generated and AI-generated Educational Content.
CoRR
Paul Denny, Hassan Khosravi, Arto Hellas, Juho Leinonen, Sami Sarsa
2023 J jnl
Lessons Learned From Four Computing Education Crowdsourcing Systems.
IEEE Access
Nea Pirttinen, Paul Denny, Arto Hellas, Juho Leinonen
2023 — conf
Leveraging Large Language Models for Analysis of Student Course Feedback.
COMPUTE
Zixuan Wang, Paul Denny, Juho Leinonen, Andrew Luxton-Reilly
2023 — ed.
Proceedings of the 2023 Conference on Human Centered Artificial Intelligence: Education and Practice, HCAIep 2023, Dublin, Ireland, December 14-15, 2023
HCAIep
Brett A. Becker, Roisin Faherty, Juho Leinonen, Keith Quille
2023 J jnl
Prompt Problems: A New Programming Exercise for the Generative AI Era.
CoRR
Paul Denny, Juho Leinonen, James Prather, Andrew Luxton-Reilly, Thezyrie Amarouche, Brett A. Becker, Brent N. Reeves
2023 J jnl
Promptly: Using Prompt Problems to Teach Learners How to Effectively Utilize AI Code Generators.
CoRR
Paul Denny, Juho Leinonen, James Prather, Andrew Luxton-Reilly, Thezyrie Amarouche, Brett A. Becker, Brent N. Reeves
2023 — conf
Seeing Program Output Improves Novice Learning Gains.
ITiCSE (1)
Juho Leinonen, Arto Hellas, John Edwards
2023 — conf
The Forum Factor: Exploring the Link between Online Discourse and Student Achievement in Higher Education.
COMPUTE
Darryn He, Hannah Steffes, Samin Yasar, Paul Denny, Andrew Luxton-Reilly, Juho Leinonen
2023 — conf
The Implications of Large Language Models for CS Teachers and Students.
SIGCSE (2)
Stephen MacNeil, Joanne Kim, Juho Leinonen, Paul Denny, Seth Bernstein, Brett A. Becker, Michel Wermelinger, Arto Hellas, Andrew Tran, Sami Sarsa, James Prather, Viraj Kumar
2023 — conf
The Robots Are Here: Navigating the Generative AI Revolution in Computing Education.
ITiCSE-WGR
James Prather, Paul Denny, Juho Leinonen, Brett A. Becker, Ibrahim Albluwi, Michelle Craig, Hieke Keuning, Natalie Kiesler, Tobias Kohn, Andrew Luxton-Reilly, Stephen MacNeil, Andrew Petersen, Raymond Pettit, Brent N. Reeves, Jaromír Savelka
2023 J jnl
The Robots are Here: Navigating the Generative AI Revolution in Computing Education.
CoRR
James Prather, Paul Denny, Juho Leinonen, Brett A. Becker, Ibrahim Albluwi, Michelle Craig, Hieke Keuning, Natalie Kiesler, Tobias Kohn, Andrew Luxton-Reilly, Stephen MacNeil, Andrew Petersen, Raymond Pettit, Brent N. Reeves, Jaromír Savelka
2023 — conf
Transformed by Transformers: Navigating the AI Coding Revolution for Computing Education: An ITiCSE Working Group Conducted by Humans.
ITiCSE (2)
James Prather, Paul Denny, Juho Leinonen, Brett A. Becker, Ibrahim Albluwi, Michael E. Caspersen, Michelle Craig, Hieke Keuning, Natalie Kiesler, Tobias Kohn, Andrew Luxton-Reilly, Stephen MacNeil, Andrew Petersen, Raymond Pettit, Brent N. Reeves, Jaromír Savelka
2023 — conf
Understanding Student Evaluation of Teaching in Computer Science Courses.
COMPUTE
Zixuan Wang, Paul Denny, Juho Leinonen, Andrew Luxton-Reilly
2023 — conf
Using Large Language Models to Enhance Programming Error Messages.
SIGCSE (1)
Juho Leinonen, Arto Hellas, Sami Sarsa, Brent N. Reeves, Paul Denny, James Prather, Brett A. Becker
2022 — conf
A Comparison of Immediate and Scheduled Feedback in Introductory Programming Projects.
SIGCSE (1)
Juho Leinonen, Paul Denny, Jacqueline Whalley
2022 — conf
Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models.
ICER (1)
Sami Sarsa, Paul Denny, Arto Hellas, Juho Leinonen
2022 J jnl
Automatic Generation of Programming Exercises and Code Explanations using Large Language Models.
CoRR
Sami Sarsa, Paul Denny, Arto Hellas, Juho Leinonen
2022 J jnl
Automatically Generating CS Learning Materials with Large Language Models.
CoRR
Stephen MacNeil, Andrew Tran, Juho Leinonen, Paul Denny, Joanne Kim, Arto Hellas, Seth Bernstein, Sami Sarsa
2022 — conf
Can Students Review Their Peers?: Comparison of Peer and Instructor Reviews.
ITiCSE (1)
Nea Pirttinen, Juho Leinonen
2022 C conf
CodeProcess Charts: Visualizing the Process of Writing Code.
ACE
Raj Shrestha, Juho Leinonen, Arto Hellas, Petri Ihantola, John Edwards
2022 — conf
Coverage of Course Topics in Learnersourced SQL Exercises.
LSGCS@L@S
Nea Pirttinen, Arto Hellas, Juho Leinonen
2022 B conf
Digital Education For All: Multi-University Study of Increasing Competent Student Admissions at Scale.
L@S
Nea Pirttinen, Juho Leinonen, Annemari Auvinen, Vesa Lappalainen, Katja Tynkkynen, Henrik Hedberg, Mikko-Jussi Laakso, Kjell Lemström
2022 — conf
Experiences With and Lessons Learned on Deadlines and Submission Behavior.
Koli Calling
Francisco Enrique Vicente Castro, Juho Leinonen, Arto Hellas
2022 J jnl
Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book.
CoRR
Stephen MacNeil, Andrew Tran, Arto Hellas, Joanne Kim, Sami Sarsa, Paul Denny, Seth Bernstein, Juho Leinonen
2022 — conf
Finding Significant p in Coffee or Tea: Mildly Distasteful.
Koli Calling
Sami Sarsa, Arto Hellas, Juho Leinonen
2022 C conf
Methodological Considerations for Predicting At-risk Students.
ACE
Charles Koutcheme, Sami Sarsa, Arto Hellas, Lassi Haaranen, Juho Leinonen
2022 — conf
Parsons Problems and Beyond: Systematic Literature Review and Empirical Study Designs.
ITiCSE-WGR
Barbara J. Ericson, Paul Denny, James Prather, Rodrigo Duran, Arto Hellas, Juho Leinonen, Craig S. Miller, Briana B. Morrison, Janice L. Pearce, Susan H. Rodger
2022 — conf
Pausing While Programming: Insights From Keystroke Analysis.
ICSE (SEET)
Raj Shrestha, Juho Leinonen, Albina Zavgorodniaia, Arto Hellas, John Edwards
2022 C conf
Piloting Natural Language Generation for Personalized Progress Feedback.
FIE
Leo Leppänen, Arto Hellas, Juho Leinonen
2022 — conf
Planning a Multi-institutional and Multi-national Study of the Effectiveness of Parsons Problems.
ITiCSE (2)
Barbara J. Ericson, Paul Denny, James Prather, Rodrigo Duran, Arto Hellas, Juho Leinonen, Craig S. Miller, Briana B. Morrison, Janice L. Pearce, Susan H. Rodger
2022 — conf
Robosourcing Educational Resources - Leveraging Large Language Models for Learnersourcing.
LSGCS@L@S
Paul Denny, Sami Sarsa, Arto Hellas, Juho Leinonen
2022 J jnl
Robosourcing Educational Resources - Leveraging Large Language Models for Learnersourcing.
CoRR
Paul Denny, Sami Sarsa, Arto Hellas, Juho Leinonen
2022 — conf
Seeking Flow from Fine-Grained Log Data.
ICSE (SEET)
Benjamin Ultan Cowley, Arto Hellas, Petri Ihantola, Juho Leinonen, Michiel M. A. Spapé
2022 — conf
Speeding Up Automated Assessment of Programming Exercises.
UKICER
Sami Sarsa, Juho Leinonen, Charles Koutcheme, Arto Hellas
2022 — conf
Time-on-Task Metrics for Predicting Performance.
SIGCSE (1)
Juho Leinonen, Francisco Enrique Vicente Castro, Arto Hellas
2022 J jnl
Time-on-task metrics for predicting performance.
Inroads
Juho Leinonen, Francisco Enrique Vicente Castro, Arto Hellas
2022 — conf
Trends From Computing Education Research Conferences: Increasing Submissions and Decreasing Acceptance Rates.
Koli Calling
Juho Leinonen, Nea Pirttinen, Arto Hellas
2022 J jnl
Using Large Language Models to Enhance Programming Error Messages.
CoRR
Juho Leinonen, Arto Hellas, Sami Sarsa, Brent N. Reeves, Paul Denny, James Prather, Brett A. Becker
2022 — conf
Who Continues in a Series of Lifelong Learning Courses?
ITiCSE (1)
Sami Sarsa, Arto Hellas, Juho Leinonen
2021 J jnl
Deep Learning Models for Knowledge Tracing: Review and Empirical Evaluation.
CoRR
Sami Sarsa, Juho Leinonen, Arto Hellas
2021 — conf
Digital Education For All: Better Students Through Open Doors?
ITiCSE (1)
Nea Pirttinen, Juho Leinonen, Kjell Lemström
2021 — conf
Does the Early Bird Catch the Worm? Earliness of Students' Work and its Relationship with Course Outcomes.
ITiCSE (1)
Juho Leinonen, Francisco Enrique Vicente Castro, Arto Hellas
2021 A conf
Exploring Personalization of Gamification in an Introductory Programming Course.
SIGCSE
Mitchell Rogers, Wendy Yao, Andrew Luxton-Reilly, Juho Leinonen, Danielle M. Lottridge, Paul Denny
2021 C conf
Exploring the Effects of Contextualized Problem Descriptions on Problem Solving.
ACE
Juho Leinonen, Paul Denny, Jacqueline Whalley
2021 B conf
Fine-Grained Versus Coarse-Grained Data for Estimating Time-on-Task in Learning Programming.
EDM
Juho Leinonen, Francisco Enrique Vicente Castro, Arto Hellas
2021 — conf
Morning or Evening? An Examination of Circadian Rhythms of CS1 Students.
ICSE (SEET)
Albina Zavgorodniaia, Raj Shrestha, Juho Leinonen, Arto Hellas, John Edwards
2021 J jnl
Morning or Evening? An Examination of Circadian Rhythms of CS1 Students.
CoRR
Albina Zavgorodniaia, Raj Shrestha, Juho Leinonen, Arto Hellas, John Edwards
2021 A conf
Persistence of Time Management Behavior of Students and Its Relationship with Performance in Software Projects.
ICER
Joonas Häkkinen, Petri Ihantola, Matti Luukkainen, Antti Leinonen, Juho Leinonen
2021 C conf
Promoting Early Engagement with Programming Assignments Using Scheduled Automated Feedback.
ACE
Paul Denny, Jacqueline Whalley, Juho Leinonen
2021 — conf
Visual recipes for slicing and dicing data: teaching data wrangling using subgoal graphics.
Koli Calling
Lovisa Sundin, Nourhan Sakr, Juho Leinonen, Sherif G. Aly, Quintin I. Cutts
2020 A conf
A Study of Keystroke Data in Two Contexts: Written Language and Programming Language Influence Predictability of Learning Outcomes.
SIGCSE
John Edwards, Juho Leinonen, Arto Hellas
2020 — conf
Choosing Code Segments to Exclude from Code Similarity Detection.
ITiCSE-WGR
Simon, Oscar Karnalim, Judy Sheard, Ilir Dema, Amey Karkare, Juho Leinonen, Michael Liut, Renée McCauley
2020 B conf
Crowdsourcing Content Creation for SQL Practice.
ITiCSE
Juho Leinonen, Nea Pirttinen, Arto Hellas
2020 A conf
Programming Versus Natural Language: On the Effect of Context on Typing in CS1.
ICER
John Edwards, Juho Leinonen, Chetan Birthare, Albina Zavgorodniaia, Arto Hellas
2020 B conf
Selection of Code Segments for Exclusion from Code Similarity Detection.
ITiCSE
Simon, Oscar Karnalim, Judy Sheard, Ilir Dema, Amey Karkare, Juho Leinonen, Michael Liut, Renée McCauley
2020 — conf
Students' Preferences Between Traditional and Video Lectures: Profiles and Study Success.
Koli Calling
Petri Ihantola, Juho Leinonen, Matti Rintala
2019 A conf
Admitting Students through an Open Online Course in Programming: A Multi-year Analysis of Study Success.
ICER
Juho Leinonen, Petri Ihantola, Antti Leinonen, Henrik Nygren, Jaakko Kurhila, Matti Luukkainen, Arto Hellas
2019 — conf
Does Creating Programming Assignments with Tests Lead to Improved Performance in Writing Unit Tests?
CompEd
Vilma Kangas, Nea Pirttinen, Henrik Nygren, Juho Leinonen, Arto Hellas
2019 — conf
Experimenting with Model Solutions as a Support Mechanism.
UKICER
Henrik Nygren, Juho Leinonen, Nea Pirttinen, Antti Leinonen, Arto Hellas
2019 A conf
Exploring the Applicability of Simple Syntax Writing Practice for Learning Programming.
SIGCSE
Antti Leinonen, Henrik Nygren, Nea Pirttinen, Arto Hellas, Juho Leinonen
2019 B conf
Non-restricted Access to Model Solutions: A Good Idea?
ITiCSE
Henrik Nygren, Juho Leinonen, Arto Hellas
2019 — conf
Pass Rates in Introductory Programming and in other STEM Disciplines.
ITiCSE-WGR
Simon, Andrew Luxton-Reilly, Vangel V. Ajanovski, Eric Fouh, Christabel Gonsalvez, Juho Leinonen, Jack Parkinson, Matthew Poole, Neena Thota
2019 B conf
Pass Rates in STEM Disciplines Including Computing.
ITiCSE
Simon, Andrew Luxton-Reilly, Vangel V. Ajanovski, Eric Fouh, Chris Gonsalvez, Juho Leinonen, Jack Parkinson, Matthew Poole, Neena Thota
2018 A conf
A Study of Pair Programming Enjoyment and Attendance using Study Motivation and Strategy Metrics.
SIGCSE
Onni Aarne, Petrus Peltola, Juho Leinonen, Arto Hellas
2018 — conf
Analysis of Students' Peer Reviews to Crowdsourced Programming Assignments.
Koli Calling
Nea Pirttinen, Vilma Kangas, Henrik Nygren, Juho Leinonen, Arto Hellas
2018 B conf
Crowdsourcing programming assignments with CrowdSorcerer.
ITiCSE
Nea Pirttinen, Vilma Kangas, Irene Nikkarinen, Henrik Nygren, Juho Leinonen, Arto Hellas
2018 — conf
Predicting academic performance: a systematic literature review.
ITiCSE (Companion)
Arto Hellas, Petri Ihantola, Andrew Petersen, Vangel V. Ajanovski, Mirela Gutica, Timo Hynninen, Antti Knutas, Juho Leinonen, Chris H. Messom, Soohyun Nam Liao
2018 A conf
Supporting Self-Regulated Learning with Visualizations in Online Learning Environments.
SIGCSE
Kalle Ilves, Juho Leinonen, Arto Hellas
2018 B conf
Taxonomizing features and methods for identifying at-risk students in computing courses.
ITiCSE
Arto Hellas, Petri Ihantola, Andrew Petersen, Vangel V. Ajanovski, Mirela Gutica, Timo Hynninen, Antti Knutas, Juho Leinonen, Chris H. Messom, Soohyun Nam Liao
2017 — conf
Adolescent and Adult Student Attitudes Towards Progress Visualizations.
ISSEP
Onni Aarne, Petrus Peltola, Antti Leinonen, Juho Leinonen, Arto Hellas
2017 A conf
Comparison of Time Metrics in Programming.
ICER
Juho Leinonen, Leo Leppänen, Petri Ihantola, Arto Hellas
2017 — conf
Identification based on typing patterns between programming and free text.
Koli Calling
Petrus Peltola, Vilma Kangas, Nea Pirttinen, Henrik Nygren, Juho Leinonen
2017 C conf
Performance and Consistency in Learning to Program.
ACE
Alireza Ahadi, Raymond Lister, Shahil Lal, Juho Leinonen, Arto Hellas
2017 B conf
Plagiarism in Take-home Exams: Help-seeking, Collaboration, and Systematic Cheating.
ITiCSE
Arto Hellas, Juho Leinonen, Petri Ihantola
2017 Misc conf
Predicting Academic Success Based on Learning Material Usage.
SIGITE
Leo Leppänen, Juho Leinonen, Petri Ihantola, Arto Hellas
2017 B conf
Preventing Keystroke Based Identification in Open Data Sets.
L@S
Juho Leinonen, Petri Ihantola, Arto Hellas
2017 A conf
Student Modeling Based on Fine-Grained Programming Process Snapshots.
ICER
Juho Leinonen
2017 — conf
Thought crimes and profanities whilst programming.
Koli Calling
Juho Leinonen, Arto Hellas
2017 — conf
Using and Collecting Fine-Grained Usage Data to Improve Online Learning Materials.
ICSE-SEET
Leo Leppänen, Juho Leinonen, Petri Ihantola, Arto Hellas
2016 A conf
Automatic Inference of Programming Performance and Experience from Typing Patterns.
SIGCSE
Juho Leinonen, Krista Longi, Arto Klami, Arto Vihavainen
2016 — conf
Pauses and spacing in learning to program.
Koli Calling
Leo Leppänen, Juho Leinonen, Arto Hellas
2016 B conf
Typing Patterns and Authentication in Practical Programming Exams.
ITiCSE
Juho Leinonen, Krista Longi, Arto Klami, Alireza Ahadi, Arto Vihavainen
2015 — conf
Identification of programmers from typing patterns.
Koli Calling
Krista Longi, Juho Leinonen, Henrik Nygren, Joni Salmi, Arto Klami, Arto Vihavainen