| Educational data mining and learning analytics in programming: Literature review and case studies P Ihantola, A Vihavainen, A Ahadi, M Butler, J Börstler, SH Edwards, ... Proceedings of the 2015 ITiCSE on Working Group Reports, 41-63, 2015 | 293 | 2015 |
| Extreme apprenticeship method in teaching programming for beginners A Vihavainen, M Paksula, M Luukkainen Proceedings of the 42nd ACM technical symposium on Computer science …, 2011 | 249 | 2011 |
| A systematic review of approaches for teaching introductory programming and their influence on success A Vihavainen, J Airaksinen, C Watson Proceedings of the tenth annual conference on International computing …, 2014 | 226 | 2014 |
| Predicting academic performance: a systematic literature review A Hellas, P Ihantola, A Petersen, VV Ajanovski, M Gutica, T Hynninen, ... Proceedings companion of the 23rd annual ACM conference on innovation and …, 2018 | 225 | 2018 |
| Exploring machine learning methods to automatically identify students in need of assistance A Ahadi, R Lister, H Haapala, A Vihavainen Proceedings of the eleventh annual international conference on international …, 2015 | 192 | 2015 |
| Multi-faceted support for MOOC in programming A Vihavainen, M Luukkainen, J Kurhila Proceedings of the 13th annual conference on Information technology …, 2012 | 138 | 2012 |
| Scaffolding students' learning using test my code A Vihavainen, T Vikberg, M Luukkainen, M Pärtel Proceedings of the 18th ACM conference on Innovation and technology in …, 2013 | 130 | 2013 |
| Increasing adoption of smart learning content for computer science education P Brusilovsky, S Edwards, A Kumar, L Malmi, L Benotti, D Buck, P Ihantola, ... Proceedings of the Working Group Reports of the 2014 on Innovation …, 2014 | 74 | 2014 |
| Students' syntactic mistakes in writing seven different types of SQL queries and its application to predicting students' success A Ahadi, V Behbood, A Vihavainen, J Prior, R Lister Proceedings of the 47th ACM Technical Symposium on Computing Science …, 2016 | 71 | 2016 |
| Biosignals reflect pair-dynamics in collaborative work: EDA and ECG study of pair-programming in a classroom environment L Ahonen, BU Cowley, A Hellas, K Puolamäki Scientific reports 8 (1), 3138, 2018 | 67 | 2018 |
| Automatic inference of programming performance and experience from typing patterns J Leinonen, K Longi, A Klami, A Vihavainen Proceedings of the 47th ACM Technical Symposium on Computing Science …, 2016 | 67 | 2016 |
| Do we know how difficult the rainfall problem is? O Seppälä, P Ihantola, E Isohanni, J Sorva, A Vihavainen Proceedings of the 15th Koli Calling Conference on Computing Education …, 2015 | 57 | 2015 |
| Predicting students' performance in an introductory programming course using data from students' own programming process A Vihavainen 2013 IEEE 13th international conference on advanced learning technologies …, 2013 | 53 | 2013 |
| Plagiarism in take-home exams: help-seeking, collaboration, and systematic cheating A Hellas, J Leinonen, P Ihantola Proceedings of the 2017 ACM conference on innovation and technology in …, 2017 | 51 | 2017 |
| Cognitive collaboration found in cardiac physiology: Study in classroom environment L Ahonen, B Cowley, J Torniainen, A Ukkonen, A Vihavainen, ... PloS one 11 (7), e0159178, 2016 | 51 | 2016 |
| Exploring problem solving paths in a Java programming course R Hosseini, A Vihavainen, P Brusilovsky University of Pittsburgh, 2014 | 51 | 2014 |
| How novices tackle their first lines of code in an ide: Analysis of programming session traces A Vihavainen, J Helminen, P Ihantola Proceedings of the 14th koli calling international conference on computing …, 2014 | 50 | 2014 |
| Assessing IOT projects in university education-A framework for problem-based learning H Maenpaa, S Varjonen, A Hellas, S Tarkoma, T Mannisto 2017 IEEE/ACM 39th International Conference on Software Engineering …, 2017 | 45 | 2017 |
| Identification of programmers from typing patterns K Longi, J Leinonen, H Nygren, J Salmi, A Klami, A Vihavainen Proceedings of the 15th Koli Calling conference on computing education …, 2015 | 45 | 2015 |
| Investigating automated student modeling in a Java MOOC M Yudelson, R Hosseini, A Vihavainen, P Brusilovsky Educational Data Mining 2014, 261-264, 2014 | 45 | 2014 |
Juho LeinonenUniversity of AucklandVerified email at auckland.ac.nz
