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Arto Hellas

    20162024

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    • 2024

      Decades of Striving for Pedagogical and Technological Alignment

      Haaranen, L., Ahrenberg, L. & Hellas, A., 6 Feb 2024, Proceedings of 23rd International Conference on Computing Education Research, Koli Calling 2023. ACM, 3631809

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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      23 Downloads (Pure)
    • Decoding Logic Errors: A Comparative Study on Bug Detection by Students and Large Language Models

      MacNeil, S., Denny, P., Tran, A., Leinonen, J., Bernstein, S., Hellas, A., Sarsa, S. & Kim, J., 29 Jan 2024, ACE 2024 - Proceedings of the 26th Australasian Computing Education Conference, Held in conjunction with: Australasian Computer Science Week. ACM, p. 11-18 8 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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      33 Downloads (Pure)
    • Instructor Perceptions of AI Code Generation Tools - A Multi-Institutional Interview Study

      Sheard, J., Denny, P., Hellas, A., Leinonen, J., Malmi, L. & Simon, 7 Mar 2024, SIGCSE 2024 - Proceedings of the 55th ACM Technical Symposium on Computer Science Education. ACM, p. 1223-1229 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      1 Citation (Scopus)
      19 Downloads (Pure)
    • Let's Ask AI About Their Programs : Exploring ChatGPT's Answers To Program Comprehension Questions

      Lehtinen, T., Koutcheme, C. & Hellas, A., 24 May 2024, Proceedings of the 46th International Conference on Software Engineering: Software Engineering Education and Training. ACM, p. 221-232 12 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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      7 Downloads (Pure)
    • Solving Proof Block Problems Using Large Language Models

      Poulsen, S., Sarsa, S., Prather, J., Leinonen, J., Becker, B. A., Hellas, A., Denny, P. & Reeves, B. N., 7 Mar 2024, SIGCSE 2024 - Proceedings of the 55th ACM Technical Symposium on Computer Science Education. ACM, p. 1063-1069 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      2 Citations (Scopus)
      17 Downloads (Pure)
    • 2023

      Automated Program Repair Using Generative Models for Code Infilling

      Koutcheme, C., Sarsa, S., Leinonen, J., Hellas, A. & Denny, P., 2023, Artificial Intelligence in Education : 24th International Conference, AIED 2023, Tokyo, Japan, July 3–7, 2023, Proceedings. Wang, N., Rebolledo-Mendez, G., Matsuda, N., Santos, O. C. & Dimitrova, V. (eds.). Springer, p. 798–803 (Lecture Notes in Computer Science ; vol. 13916).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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      4 Citations (Scopus)
      2 Downloads (Pure)
    • Comparing Code Explanations Created by Students and Large Language Models

      Leinonen, J., Denny, P., Macneil, S., Sarsa, S., Bernstein, S., Kim, J., Tran, A. & Hellas, A., 29 Jun 2023, ITiCSE 2023 - Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education. ACM, p. 124-130 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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      27 Citations (Scopus)
      60 Downloads (Pure)
    • Evaluating Distance Measures for Program Repair

      Koutcheme, C., Sarsa, S., Leinonen, J., Haaranen, L. & Hellas, A., 10 Sept 2023, ICER '23: Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 1. ACM, p. 495–507

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

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      44 Downloads (Pure)
    • Evaluating the Performance of Code Generation Models for Solving Parsons Problems with Small Prompt Variations

      Reeves, B., Sarsa, S., Prather, J., Denny, P., Becker, B. A., Hellas, A., Kimmel, B., Powell, G. & Leinonen, J., 29 Jun 2023, ITiCSE 2023 - Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education. ACM, p. 299-305 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      22 Citations (Scopus)
      49 Downloads (Pure)
    • Experiences from Learnersourcing SQL Exercises: Do They Cover Course Topics and Do Students Use Them?

      Pirttinen, N., Hellas, A. & Leinonen, J., 30 Jan 2023, ACE 2023 - Proceedings of the 25th Australasian Computing Education Conference, Held in conjunction with Australasian Computer Science Week. ACM, p. 123-131 9 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      1 Citation (Scopus)
      36 Downloads (Pure)
    • Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book

      Macneil, S., Tran, A., Hellas, A., Kim, J., Sarsa, S., Denny, P., Bernstein, S. & Leinonen, J., 2 Mar 2023, SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education. ACM, p. 931-937 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      64 Citations (Scopus)
      36 Downloads (Pure)
    • Exploring the Interplay of Achievement Goals, Self-Efficacy, Prior Experience and Course Achievement

      Pesonen, H., Leinonen, J., Haaranen, L. & Hellas, A., 25 Sept 2023, UKICER '23: Proceedings of the 2023 Conference on United Kingdom & Ireland Computing Education Research. Astarte, T., Moller, F., Quille, K. & Russell, S. (eds.). ACM, 1 p. 9

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      1 Citation (Scopus)
      31 Downloads (Pure)
    • Exploring the Responses of Large Language Models to Beginner Programmers’ Help Requests

      Hellas, A., Leinonen, J., Sarsa, S., Koutcheme, C., Kujanpää, L. & Sorva, J., 10 Sept 2023, ICER '23: Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 1. ACM, p. 93–105

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      16 Citations (Scopus)
      65 Downloads (Pure)
    • Factors Affecting Compilable State at Each Keystroke in CS1

      Scott, S., Hellas, A., Leinonen, J. & Edwards, J., 2023, 2023 IEEE/ACM 45th International Conference on Software Engineering: Software Engineering Education and Training (ICSE-SEET), 14-20 May 2023Engineering Education And Training, Icse-seet. IEEE, p. 314-323 10 p. (IEEE/ACM International Conference on Software Engineering: Software Engineering Education and Training).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      25 Downloads (Pure)
    • Implications of Edge Computing for Static Site Generation

      Vepsäläinen, J., Hellas, A. & Vuorimaa, P., 2023, Proceedings of the 19th International Conference on Web Information Systems and Technologies, WEBIST 2023. Penalvo, F. G. & Marchiori, M. (eds.). SciTePress, p. 223-231 9 p. (International Conference on Web Information Systems and Technologies, WEBIST - Proceedings).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      1 Citation (Scopus)
    • Seeing Program Output Improves Novice Learning Gains

      Leinonen, J., Hellas, A. & Edwards, J., 29 Jun 2023, ITiCSE 2023 - Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education. ACM, p. 180-186 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      36 Downloads (Pure)
    • The Rise of Disappearing Frameworks in Web Development

      Vepsäläinen, J., Hellas, A. & Vuorimaa, P., 21 Jun 2023, Web Engineering: 23rd International Conference, ICWE 2023, Alicante, Spain, June 6–9, 2023, Proceedings. Springer, p. 319–326 (Lecture Notes in Computer Science; vol. 13893).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
    • The State of Disappearing Frameworks in 2023

      Vepsäläinen, J., Hellas, A. & Vuorimaa, P., 2023, Proceedings of the 19th International Conference on Web Information Systems and Technologies, WEBIST 2023. Penalvo, F. G. & Marchiori, M. (eds.). SciTePress, p. 232-241 10 p. (International Conference on Web Information Systems and Technologies, WEBIST - Proceedings).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      1 Citation (Scopus)
    • Time-constrained Code Recall Tasks for Monitoring the Development of Programming Plans

      Heinonen, A. & Hellas, A., 2 Mar 2023, SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education. ACM, p. 806-812 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      52 Downloads (Pure)
    • Using Large Language Models to Enhance Programming Error Messages

      Leinonen, J., Hellas, A., Sarsa, S., Reeves, B., Denny, P., Prather, J. & Becker, B. A., 2 Mar 2023, SIGCSE 2023 - Proceedings of the 54th ACM Technical Symposium on Computer Science Education. ACM, p. 563–569 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      68 Citations (Scopus)
      124 Downloads (Pure)
    • 2022

      Automatic Generation of Programming Exercises and Code Explanations Using Large Language Models

      Sarsa, S., Denny, P., Hellas, A. & Leinonen, J., 3 Aug 2022, ICER 2022 - Proceedings of the 2022 ACM Conference on International Computing Education Research. ACM, p. 27-43 17 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      151 Citations (Scopus)
      1056 Downloads (Pure)
    • Codeprocess charts: Visualizing the process of writing code

      Shrestha, R., Leinonen, J., Hellas, A., Ihantola, P. & Edwards, J., 14 Feb 2022, ACE 2022 - Proceedings of the 24th Australasian Computing Education Conference, Held in conjunction with Australasian Computer Science Week. ACM, p. 46-55 10 p. (ACM International Conference Proceeding Series).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      8 Citations (Scopus)
    • Evaluating CodeClusters for Effectively Providing Feedback on Code Submissions

      Koivisto, T. & Hellas, A., Oct 2022, 2022 IEEE Frontiers in Education Conference (FIE). IEEE, 9 p. (Conference proceedings : Frontiers in Education Conference).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      4 Citations (Scopus)
      91 Downloads (Pure)
    • Experiences With and Lessons Learned on Deadlines and Submission Behavior

      Castro, F. E. V., Leinonen, J. & Hellas, A., 17 Nov 2022, Koli Calling '22: 22nd Koli Calling International Conference on Computing Education Research. ACM, p. 1-13 13 p. 25

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      2 Citations (Scopus)
      432 Downloads (Pure)
    • Exploring How Students Solve Open-ended Assignments: A Study of SQL Injection Attempts in a Cybersecurity Course

      Koutcheme, C., Tilanterä, A., Peltonen, A., Hellas, A. & Haaranen, L., 7 Jul 2022, ITiCSE 2022 - Proceedings of the 27th ACM Conference on Innovation and Technology in Computer Science Education. ACM, p. 75-81 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE; vol. 1).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      73 Downloads (Pure)
    • How to Help to Ask for Help? Help Request Prompt Structure Influence on Help Request Quantity and Course Retention

      Sarsa, S., Pettersson, J. & Hellas, A., Oct 2022, 2022 IEEE Frontiers in Education Conference (FIE). IEEE, 9 p. (Conference proceedings : Frontiers in Education Conference).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      1 Citation (Scopus)
      78 Downloads (Pure)
    • Methodological Considerations for Predicting At-risk Students

      Koutcheme, C., Sarsa, S., Hellas, A., Haaranen, L. & Leinonen, J., 14 Feb 2022, ACE '22: Australasian Computing Education Conference. ACM, p. 105-113 9 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      8 Citations (Scopus)
      95 Downloads (Pure)
    • On Things that Matter in Learning Programming: Towards a Scale for New Programming Students

      Pesonen, H. & Hellas, A., 2022, 2022 IEEE Frontiers in Education Conference (FIE). IEEE, 9 p. (Conference proceedings : Frontiers in Education Conference).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      1 Citation (Scopus)
      63 Downloads (Pure)
    • Parsons Problems and Beyond: Systematic Literature Review and Empirical Study Designs

      Ericson, B. J., Denny, P., Prather, J., Duran, R., Hellas, A., Leinonen, J., Miller, C. S., Morrison, B. B., Pearce, J. L. & Rodger, S. H., 27 Dec 2022, ITiCSE-WGR 2022 - Proceedings of the 2022 Working Group Reports on Innovation and Technology in Computer Science Education. ACM, p. 191-234 44 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      18 Citations (Scopus)
      53 Downloads (Pure)
    • Pausing While Programming: Insights From Keystroke Analysis

      Shrestha, R., Leinonen, J., Zavgorodniaia, A., Hellas, A. & Edwards, J., 13 Jun 2022, 2022 IEEE/ACM 44th International Conference on Software Engineering: Software Engineering Education and Training (ICSE-SEET). IEEE, p. 187-198 12 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      7 Citations (Scopus)
      48 Downloads (Pure)
    • Piloting Natural Language Generation for Personalized Progress Feedback

      Leppänen, L., Hellas, A. & Leinonen, J., Oct 2022, 2022 IEEE Frontiers in Education Conference (FIE). IEEE, 8 p. (Conference proceedings : Frontiers in Education Conference).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      1 Citation (Scopus)
      104 Downloads (Pure)
    • Seeking Flow from Fine-Grained Log Data

      Cowley, B. U., Hellas, A., Ihantola, P., Leinonen, J. & Spape, M., 13 Jun 2022, Proceedings - 2022 ACM/IEEE 44th International Conference on Software Engineering: Software Engineering Education and Training, ICSE-SEET 2022. ACM, p. 247-253 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      4 Citations (Scopus)
    • Speeding Up Automated Assessment of Programming Exercises

      Sarsa, S., Leinonen, J., Koutcheme, C. & Hellas, A., 2022, Proceedings of the 2022 Conference on United Kingdom & Ireland Computing Education Research. ACM, p. 1-7 7 p. 3

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      61 Downloads (Pure)
    • Time-on-Task Metrics for Predicting Performance

      Leinonen, J., Castro, F. E. V. & Hellas, A., 22 Feb 2022, SIGCSE 2022: Proceedings of the 53rd ACM Technical Symposium on Computer Science Education V. 1. ACM, p. 871-877 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      10 Citations (Scopus)
      82 Downloads (Pure)
    • Weekly Fluctuations in Motivation in Introductory Programming

      Pesonen, H. & Hellas, A., 1 Sept 2022, UKICER 2022 - Proceedings of the 2022 Conference on United Kingdom and Ireland Computing Education Research. Quille, K., Maguire, J. & Becker, B. A. (eds.). ACM, 7 p. 2

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      38 Downloads (Pure)
    • Who Continues in a Series of Lifelong Learning Courses?

      Sarsa, S., Hellas, A. & Leinonen, J., 2022, Proceedings of the 27th ACM Conference on on Innovation and Technology in Computer Science Education Vol. 1. ACM, p. 47–53 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      4 Citations (Scopus)
      45 Downloads (Pure)
    • 2021

      A Kingdom for a Button: Students’ Thoughts about Buttons

      Lukkarinen, A., Hellas, A. & Haaranen, L., 18 Nov 2021, Proceedings of 21st Koli Calling International Conference on Computing Education Research, Koli Calling 2021. Seppälä, O. & Petersen, A. (eds.). ACM, p. 1-6 6 p. 21

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      205 Downloads (Pure)
    • Algorithm Visualization and the Elusive Modality Effect

      Zavgorodniaia, A., Tilanterä, A., Korhonen, A., Seppälä, O., Hellas, A. & Sorva, J., 16 Aug 2021, ICER 2021 - Proceedings of the 17th ACM Conference on International Computing Education Research. ACM, p. 368–378 11 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      4 Citations (Scopus)
      195 Downloads (Pure)
    • Analyzing Fine-Grained Material Usage Behavior

      Koutcheme, C., Leinonen, J., Sorva, J. & Hellas, A., 15 Mar 2021, Seventh SPLICE Workshop at SIGCSE 2021 “CS Education Infrastructure for All III: From Ideas to Practice”. 3 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

      Open Access
    • Does the Early Bird Catch the Worm? Earliness of Students' Work and its Relationship with Course Outcomes

      Leinonen, J., Castro, F. E. V. & Hellas, A., 26 Jun 2021, ITiCSE 2021 - Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education. ACM, p. 373-379 7 p. 3456383

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      17 Citations (Scopus)
    • Fine-Grained Versus Coarse-Grained Data for Estimating Time-on-Task in Learning Programming

      Leinonen, J., Castro, F. E. V. & Hellas, A., 2 Jul 2021, Proceedings of The 14th International Conference on Educational Data Mining (EDM 2021). International Educational Data Mining Society (IEDMS), p. 648-653 6 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsProfessional

      Open Access
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      72 Downloads (Pure)
    • Morning or Evening? An Examination of Circadian Rhythms of CS1 Students

      Zavgorodniaia, A., Shrestha, R., Leinonen, J., Hellas, A. & Edwards, J., 7 May 2021, Proceedings - 2021 IEEE/ACM 43rd International Conference on Software Engineering: Joint Track on Software Engineering Education and Training, ICSE-JSEET 2021. IEEE, p. 261-272 12 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      9 Citations (Scopus)
    • 2020

      Achievement Goal Orientation Profiles and Performance in a Programming MOOC

      Polso, K. M., Tuominen, H., Hellas, A. & Ihantola, P., 15 Jun 2020, ITiCSE 2020 - Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education. ACM, p. 411-417 7 p. (Annual Conference on Innovation and Technology in Computer Science Education, ITiCSE).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
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      7 Citations (Scopus)
      143 Downloads (Pure)
    • A study of keystroke data in two contexts: written language and programming language influence predictability of learning outcomes

      Edwards, J., Leinonen, J. & Hellas, A., 26 Feb 2020, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education. ACM, p. 413-419 7 p. (Annual Conference on Innovation and Technology in Computer Science Education).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      File
      16 Citations (Scopus)
      107 Downloads (Pure)
    • Capturing and Characterising Notional Machines

      Fincher, S., Jeuring, J., Miller, C. S., Donaldson, P., Du Boulay, B., Hauswirth, M., Hellas, A., Hermans, F., Lewis, C., Mühling, A., Pearce, J. L. & Petersen, A., 15 Jun 2020, ITiCSE 2020 - Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education. ACM, p. 502-503 2 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      11 Citations (Scopus)
    • Code Reviews, Software Inspections, and Code Walkthroughs: Systematic Mapping Study of Research Topics

      Fronza, I., Hellas, A., Ihantola, P. & Mikkonen, T., 2020, Software Quality: Quality Intelligence in Software and Systems Engineering - 12th International Conference, SWQD 2020, Proceedings. Winkler, D., Biffl, S., Mendez, D., Mendez, D. & Bergsmann, J. (eds.). Springer, p. 121-133 13 p. (Lecture Notes in Business Information Processing; vol. 371 LNBIP).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      2 Citations (Scopus)
    • Crowdsourcing Content Creation for SQL Practice

      Leinonen, J., Pirttinen, N. & Hellas, A., 15 Jun 2020, ITiCSE 2020 - Proceedings of the 2020 ACM Conference on Innovation and Technology in Computer Science Education. ACM, p. 349-355 7 p. (Annual Conference on Innovation and Technology in Computer Science Education).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      File
      16 Citations (Scopus)
      120 Downloads (Pure)
    • Crowdsourcing in Computing Education Research: Case Amazon MTurk

      Hellas, A., Zavgorodniaia, A. & Sorva, J., 19 Nov 2020, Koli Calling '20: Proceedings of the 20th Koli Calling International Conference on Computing Education Research. ACM, p. 1-5 32

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      File
      126 Downloads (Pure)
    • Deadlines and MOOCs: How Do Students Behave in MOOCs with and without Deadlines

      Ihantola, P., Fronza, I., Mikkonen, T., Noponen, M. & Hellas, A., 21 Oct 2020, 2020 IEEE Frontiers in Education Conference (FIE). IEEE, 9274023. (IEEE Frontiers in Education Conference (FIE)).

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      File
      8 Citations (Scopus)
      152 Downloads (Pure)
    • Exploring the instructional efficiency of representation and engagement in online learning materials

      Heinonen, A. & Hellas, A., 3 Sept 2020, UKICER 2020 - Proceedings of the 2020 Conference on United Kingdom and Ireland Computing Education Research. ACM, p. 38-44 7 p.

      Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingsScientificpeer-review

      Open Access
      File
      1 Citation (Scopus)
      118 Downloads (Pure)
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