Arto Hellas - RankMe

170 papers A 17B 17C 18Misc 1Journal 42Unranked 72

Year	Rank	Type	Title / Venue / Authors
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	—	`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	—	`conf`	The Impostor Phenomenon and the Confidence Gap. SIGCSE (1) Arto Hellas, Andrew Petersen
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	—	`conf`	Emergence of LLMs: (Not-so-)Significant Delving in Essay Answers in a MOOC on the Ethics of AI. AIED (6) Leo Leppänen, Lili Aunimo, Arto Hellas, Jukka K. Nurminen, Linda Mannila
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	—	`conf`	Getting a PhD - Capturing Six Decades of Motivation, Supervision, and Topic Choice. UKICER Kate Sanders, Jonas Boustedt, Arto Hellas, Lauri Malmi
2025	J	`jnl`	How Large Language Models Are Changing MOOC Essay Answers: A Comparison of Pre- and Post-LLM Responses. CoRR Leo Leppänen, Lili Aunimo, Arto Hellas, Jukka K. Nurminen, Linda Mannila
2025	—	`conf`	Interest over Meaning, Enjoyment over Self-efficacy? - What Predicts Thriving Best in CS1. UKICER Hannu Pesonen, Arto Hellas
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`	NEFMind: Parameter-Efficient Fine-Tuning of Open-Source LLMs for Telecom APIs Automation. CoRR Zainab Khan, Ahmed Hussain, Mukesh Thakur, Arto Hellas, Panos Papadimitratos
2025	C	`conf`	On the Opportunities of Large Language Models for Programming Process Data. ACE John Edwards, Arto Hellas, Juho Leinonen
2025	J	`jnl`	The Potential of Serverless Edge-powered Islands for Web Development. J. Web Eng. Juho Vepsäläinen, Petri Vuorimaa, Arto Hellas
2025	J	`jnl`	Two Approaches for Programming Education in the Domain of Graphics: An Experiment. CoRR Luca Chiodini, Juha Sorva, Arto Hellas, Otto Seppälä, Matthias Hauswirth
2025	J	`jnl`	Two Approaches for Programming Education in the Domain of Graphics: An Experiment. Art Sci. Eng. Program. Luca Chiodini, Juha Sorva, Arto Hellas, Otto Seppälä, Matthias Hauswirth
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`	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	J	`jnl`	Comparing the Utility, Preference, and Performance of Course Material Search Functionality and Retrieval-Augmented Generation Large Language Model (RAG-LLM) AI Chatbots in Information-Seeking Tasks. CoRR Leonardo Pasquarelli, Charles Koutcheme, Arto Hellas
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`	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	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`	From Sparse to Smart: Leveraging AI for Effective Online Judge Problem Classification in Programming Education. EC-TEL (1) Filipe Dwan Pereira, Maely Moraes, Marcelo Henrique Oliveira Henklain, Arto Hellas, Elaine Oliveira, Dragan Gasevic, Raimundo S. Barreto, Rafael Mello
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	—	`ed.`	Joint Proceedings of the Human-Centric eXplainable AI in Education and the Leveraging Large Language Models for Next Generation Educational Technologies Workshops (HEXED-L3MNGET 2024) co-located with 17th International Conference on Educational Data Mining (EDM 2024), Atlanta, Georgia, USA, July 14, 2024. HEXED/L3MNGET@EDM Juan D. Pinto, Eamon Worden, Anthony Botelho, Lea Cohausz, Clayton Cohn, Mingyu Feng, Neil T. Heffernan, Arto Hellas, Lan Jiang, David Joyner, Tanja Käser, Juho Kim, Andrew S. Lan, Chenglu Li, Joshua Littenberg-Tobias, Qianhui Liu, Christopher MacLellan, Steven Moore, Maciej Pankiewicz, Luc Paquette, Zach A. Pardos, Anna N. Rafferty, Adish Singla, Shashank Sonkar, Vinitra Swamy, Rose E. Wang, Candace A. Walkington
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	—	`conf`	Let's Ask AI About Their Programs: Exploring ChatGPT's Answers To Program Comprehension Questions. SEET@ICSE Teemu Lehtinen, Charles Koutcheme, Arto Hellas
2024	J	`jnl`	Let's Ask AI About Their Programs: Exploring ChatGPT's Answers To Program Comprehension Questions. CoRR Teemu Lehtinen, Charles Koutcheme, Arto Hellas
2024	B	`conf`	Leveraging Large Language Models for Next-Generation Educational Technologies. EDM Neil T. Heffernan, Rose E. Wang, Christopher MacLellan, Arto Hellas, Chenglu Li, Candace A. Walkington, Joshua Littenberg-Tobias, David Joyner, Steven Moore, Adish Singla, Zach A. Pardos, Maciej Pankiewicz, Juho Kim, Shashank Sonkar, Clayton Cohn, Anthony Botelho, Andrew S. Lan, Lan Jiang, Mingyu Feng, Tanja Käser, Eamon Worden
2024	J	`jnl`	On the Opportunities of Large Language Models for Programming Process Data. CoRR John Edwards, Arto Hellas, Juho Leinonen
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	J	`jnl`	Overview of Web Application Performance Optimization Techniques. CoRR Juho Vepsäläinen, Arto Hellas, Petri Vuorimaa
2024	B	`conf`	Propagating Large Language Models Programming Feedback. L@S Charles Koutcheme, Arto Hellas
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`	Using Large Language Models for Teaching Computing. SIGCSE (2) Juho Leinonen, Stephen MacNeil, Paul Denny, Arto Hellas
2024	—	`conf`	Using Program Repair as a Proxy for Language Models' Feedback Ability in Programming Education. BEA Charles Koutcheme, Nicola Dainese, Arto Hellas
2023	A	`conf`	Automated Program Repair Using Generative Models for Code Infilling. AIED Charles Koutcheme, Sami Sarsa, Juho Leinonen, Arto Hellas, Paul Denny
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`	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	—	`ch.`	Computing Education Research in Finland. Past, Present and Future of Computing Education Research Lauri Malmi, Arto Hellas, Petri Ihantola, Ville Isomöttönen, Ilkka Jormanainen, Terhi Kilamo, Antti Knutas, Ari Korhonen, Mikko-Jussi Laakso, Sonsoles López-Pernas, Timo Poranen, Tapio Salakoski, Jarkko Suhonen
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	J	`jnl`	Coverage of Course Topics in Learnersourced SQL Exercises. CoRR Nea Pirttinen, Arto Hellas, Juho Leinonen
2023	—	`conf`	Decades of Striving for Pedagogical and Technological Alignment. Koli Calling Lassi Haaranen, Lukas Ahrenberg, Arto Hellas
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`	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	—	`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	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	C	`conf`	Implications of Edge Computing for Static Site Generation. WEBIST Juho Vepsäläinen, Arto Hellas, Petri Vuorimaa
2023	J	`jnl`	Implications of Edge Computing for Static Site Generation. CoRR Juho Vepsäläinen, Arto Hellas, Petri Vuorimaa
2023	J	`jnl`	Lessons Learned From Four Computing Education Crowdsourcing Systems. IEEE Access Nea Pirttinen, Paul Denny, Arto Hellas, Juho Leinonen
2023	—	`conf`	Overview of Web Application Performance Optimization Techniques. WEBIST (Revised Selected Papers) Juho Vepsäläinen, Arto Hellas, Petri Vuorimaa
2023	—	`conf`	Seeing Program Output Improves Novice Learning Gains. ITiCSE (1) Juho Leinonen, Arto Hellas, John Edwards
2023	J	`jnl`	Synthesizing research on programmers' mental models of programs, tasks and concepts - A systematic literature review. Inf. Softw. Technol. Ava Heinonen, Bettina Lehtelä, Arto Hellas, Fabian Fagerholm
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	B	`conf`	The Rise of Disappearing Frameworks in Web Development. ICWE Juho Vepsäläinen, Arto Hellas, Petri Vuorimaa
2023	J	`jnl`	The Rise of Disappearing Frameworks in Web Development. CoRR Juho Vepsäläinen, Arto Hellas, Petri Vuorimaa
2023	C	`conf`	The State of Disappearing Frameworks in 2023. WEBIST Juho Vepsäläinen, Arto Hellas, Petri Vuorimaa
2023	J	`jnl`	The State of Disappearing Frameworks in 2023. CoRR Juho Vepsäläinen, Arto Hellas, Petri Vuorimaa
2023	—	`conf`	Time-constrained Code Recall Tasks for Monitoring the Development of Programming Plans. SIGCSE (1) Ava Heinonen, Arto Hellas
2023	—	`conf`	Understanding Pathways to Computing Education Research (CER). Koli Calling Lauri Malmi, Arto Hellas, Kate Sanders
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`	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	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	C	`conf`	Evaluating CodeClusters for Effectively Providing Feedback on Code Submissions. FIE Teemu Koivisto, Arto Hellas
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`	Exploring How Students Solve Open-ended Assignments: A Study of SQL Injection Attempts in a Cybersecurity Course. ITiCSE (1) Charles Koutcheme, Artturi Tilanterä, Aleksi Peltonen, Arto Hellas, Lassi Haaranen
2022	—	`conf`	Finding Significant p in Coffee or Tea: Mildly Distasteful. Koli Calling Sami Sarsa, Arto Hellas, Juho Leinonen
2022	C	`conf`	How to Help to Ask for Help? Help Request Prompt Structure Influence on Help Request Quantity and Course Retention. FIE Sami Sarsa, Jesper Pettersson, Arto Hellas
2022	C	`conf`	Methodological Considerations for Predicting At-risk Students. ACE Charles Koutcheme, Sami Sarsa, Arto Hellas, Lassi Haaranen, Juho Leinonen
2022	C	`conf`	On Things that Matter in Learning Programming: Towards a Scale for New Programming Students. FIE Hannu Pesonen, Arto Hellas
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	J	`jnl`	Synthesizing Research on Programmers' Mental Models of Programs, Tasks and Concepts - a Systematic Literature Review. CoRR Ava Heinonen, Bettina Lehtelä, Arto Hellas, Fabian Fagerholm
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`	Weekly Fluctuations in Motivation in Introductory Programming. UKICER Hannu Pesonen, Arto Hellas
2022	—	`conf`	Who Continues in a Series of Lifelong Learning Courses? ITiCSE (1) Sami Sarsa, Arto Hellas, Juho Leinonen
2021	—	`conf`	A Kingdom for a Button: Students' Thoughts about Buttons. Koli Calling Aleksi Lukkarinen, Arto Hellas, Lassi Haaranen
2021	A	`conf`	Algorithm Visualization and the Elusive Modality Effect. ICER Albina Zavgorodniaia, Artturi Tilanterä, Ari Korhonen, Otto Seppälä, Arto Hellas, Juha Sorva
2021	J	`jnl`	Deep Learning Models for Knowledge Tracing: Review and Empirical Evaluation. CoRR Sami Sarsa, Juho Leinonen, Arto Hellas
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	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
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	B	`conf`	Achievement Goal Orientation Profiles and Performance in a Programming MOOC. ITiCSE Kukka-Maaria Polso, Heta Tuominen, Arto Hellas, Petri Ihantola
2020	B	`conf`	Capturing and Characterising Notional Machines. ITiCSE Sally Fincher, Johan Jeuring, Craig S. Miller, Peter Donaldson, Benedict du Boulay, Matthias Hauswirth, Arto Hellas, Felienne Hermans, Colleen M. Lewis, Andreas Mühling, Janice L. Pearce, Andrew Petersen
2020	—	`conf`	Code Reviews, Software Inspections, and Code Walkthroughs: Systematic Mapping Study of Research Topics. SWQD Ilenia Fronza, Arto Hellas, Petri Ihantola, Tommi Mikkonen
2020	B	`conf`	Crowdsourcing Content Creation for SQL Practice. ITiCSE Juho Leinonen, Nea Pirttinen, Arto Hellas
2020	—	`conf`	Crowdsourcing in Computing Education Research: Case Amazon MTurk. Koli Calling Arto Hellas, Albina Zavgorodniaia, Juha Sorva
2020	C	`conf`	Deadlines and MOOCs: How Do Students Behave in MOOCs with and without Deadlines. FIE Petri Ihantola, Ilenia Fronza, Tommi Mikkonen, Miska Noponen, Arto Hellas
2020	—	`conf`	Exploring the Instructional Efficiency of Representation and Engagement in Online Learning Materials. UKICER Ava Heinonen, Arto Hellas
2020	A	`conf`	Gender Differences in Introductory Programming: Comparing MOOCs and Local Courses. SIGCSE Rodrigo Duran, Lassi Haaranen, Arto Hellas
2020	—	`conf`	Measuring the Cognitive Load of Learning to Program: A Replication Study. UKICER Albina Zavgorodniaia, Rodrigo Duran, Arto Hellas, Otto Seppälä, Juha Sorva
2020	—	`conf`	Notional Machines in Computing Education: The Education of Attention. ITiCSE-WGR Sally Fincher, Johan Jeuring, Craig S. Miller, Peter Donaldson, Benedict du Boulay, Matthias Hauswirth, Arto Hellas, Felienne Hermans, Colleen M. Lewis, Andreas Mühling, Janice L. Pearce, Andrew Petersen
2020	C	`conf`	On the Differences in Time That Students Take to Write Solutions to Programming Problems. FIE Fabian Fagerholm, 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	C	`conf`	Relation of Individual Time Management Practices and Time Management of Teams. FIE Tapio Auvinen, Nickolas J. G. Falkner, Arto Hellas, Petri Ihantola, Ville Karavirta, Otto Seppälä
2020	—	`conf`	Should Explanations of Program Code Use Audio, Text, or Both? A Replication Study. Koli Calling Albina Zavgorodniaia, Arto Hellas, Otto Seppälä, Juha Sorva
2020	C	`conf`	Study Major, Gender, and Confidence Gap: Effects on Experience, Performance, and Self-Efficacy in Introductory Programming. FIE Nea Pirttinen, Arto Hellas, Lassi Haaranen, Rodrigo Duran
2020	B	`conf`	Teaching Container-Based DevOps Practices. ICWE Jami Kousa, Petri Ihantola, Arto Hellas, Matti Luukkainen
2019	B	`conf`	A Periodic Table of Computing Education Learning Theories. ITiCSE Claudia Szabo, Nickolas J. G. Falkner, Andrew Petersen, Heather Bort, Cornelia Connolly, Kathryn I. Cunningham, Peter Donaldson, Arto Hellas, James Robinson, Judy Sheard
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`	An Exploration of Cognitive Shifting in Writing Code. CompEd Ilenia Fronza, Arto Hellas, Petri Ihantola, Tommi Mikkonen
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	A	`conf`	Exploring the Value of Student Self-Evaluation in Introductory Programming. ICER Rodrigo Duran, Jan-Mikael Rybicki, Juha Sorva, Arto Hellas
2019	B	`conf`	Non-restricted Access to Model Solutions: A Good Idea? ITiCSE Henrik Nygren, Juho Leinonen, Arto Hellas
2019	—	`conf`	Review and Use of Learning Theories within Computer Science Education Research: Primer for Researchers and Practitioners. ITiCSE-WGR Claudia Szabo, Nickolas J. G. Falkner, Andrew Petersen, Heather Bort, Kathryn I. Cunningham, Peter Donaldson, Arto Hellas, James Robinson, Judy Sheard
2019	B	`conf`	Towards a Common Instrument for Measuring Prior Programming Knowledge. ITiCSE Rodrigo Silva Duran, Jan-Mikael Rybicki, Arto Hellas, Sanna Suoranta
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	A	`conf`	Achievement Goals in CS1: Replication and Extension. SIGCSE Daniel Zingaro, Michelle Craig, Leo Porter, Brett A. Becker, Yingjun Cao, Phillip T. Conrad, Diana Cukierman, Arto Hellas, Dastyni Loksa, Neena Thota
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	J	`jnl`	Designing and implementing an environment for software start-up education: Patterns and anti-patterns. J. Syst. Softw. Fabian Fagerholm, Arto Hellas, Matti Luukkainen, Kati Kyllonen, Sezin Gizem Yaman, Hanna Mäenpää
2018	C	`conf`	Learning programming, syntax errors and institution-specific factors. ACE Alireza Ahadi, Raymond Lister, Shahil Lal, 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`	Social Help-seeking Strategies in a Programming MOOC. SIGCSE Matti Nelimarkka, Arto Hellas
2018	A	`conf`	Subgoal Labeled Worked Examples in K-3 Education. SIGCSE Johanna Joentausta, Arto Hellas
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
2018	J	`jnl`	Transfer-Learning Methods in Programming Course Outcome Prediction. ACM Trans. Comput. Educ. Jarkko Lagus, Krista Longi, Arto Klami, Arto Hellas
2017	J	`jnl`	A Contingency Table Derived Method for Analyzing Course Data. ACM Trans. Comput. Educ. Alireza Ahadi, Arto Hellas, Raymond Lister
2017	—	`conf`	Adolescent and Adult Student Attitudes Towards Progress Visualizations. ISSEP Onni Aarne, Petrus Peltola, Antti Leinonen, Juho Leinonen, Arto Hellas
2017	—	`conf`	Assessing IOT Projects in University Education - A Framework for Problem-Based Learning. ICSE-SEET Hanna Mäenpää, Samu Varjonen, Arto Hellas, Sasu Tarkoma, Tomi Männistö
2017	A	`conf`	Comparison of Time Metrics in Programming. ICER Juho Leinonen, Leo Leppänen, Petri Ihantola, Arto Hellas
2017	—	`conf`	Early Developmental Activities and Computing Proficiency. ITiCSE-WGR Quintin I. Cutts, Elizabeth Patitsas, Elizabeth Cole, Peter Donaldson, Bedour Alshaigy, Mirela Gutica, Arto Hellas, Edurne Larraza-Mendiluze, Robert McCartney, Charles Riedesel
2017	—	`ed.`	Informatics in Schools: Focus on Learning Programming - 10th International Conference on Informatics in Schools: Situation, Evolution, and Perspectives, ISSEP 2017, Helsinki, Finland, November 13-15, 2017, Proceedings ISSEP Valentina Dagiene, Arto Hellas
2017	B	`conf`	Patterns for Designing and Implementing an Environment for Software Start-Up Education. SEAA Fabian Fagerholm, Arto Hellas, Matti Luukkainen, Kati Kyllonen, Sezin Gizem Yaman, Hanna Mäenpää
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`	Progsnap: Sharing Programming Snapshots for Research (Abstract Only). SIGCSE David Hovemeyer, Arto Hellas, Andrew Petersen, Jaime Spacco
2017	B	`conf`	Searching for Early Developmental Activities Leading to Computational Thinking Skills. ITiCSE Quintin I. Cutts, Peter Donaldson, Elizabeth Cole, Bedour Alshaigy, Mirela Gutica, Arto Hellas, Edurne Larraza-Mendiluze, Robert McCartney, Elizabeth Patitsas, Charles Riedesel
2017	A	`conf`	Stereotype Modeling for Problem-Solving Performance Predictions in MOOCs and Traditional Courses. UMAP Roya Hosseini, Peter Brusilovsky, Michael Yudelson, Arto Hellas
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`	Control-Flow-Only Abstract Syntax Trees for Analyzing Students' Programming Progress. ICER David Hovemeyer, Arto Hellas, Andrew Petersen, Jaime Spacco
2016	—	`conf`	Pauses and spacing in learning to program. Koli Calling Leo Leppänen, Juho Leinonen, Arto Hellas
2016	—	`conf`	Replication in computing education research: researcher attitudes and experiences. Koli Calling Alireza Ahadi, Arto Hellas, Petri Ihantola, Ari Korhonen, Andrew Petersen