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Arto Hellas
Arto Hellas
Other namesArto Vihavainen
Verified email at aalto.fi
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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
2592015
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
2392011
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
2062014
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
1712015
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
1622018
Multi-faceted support for MOOC in programming
A Vihavainen, M Luukkainen, J Kurhila
Proceedings of the 13th annual conference on Information technology …, 2012
1382012
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
1172013
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
702014
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
642016
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
572016
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), 1-16, 2018
552018
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
522015
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
492013
Exploring problem solving paths in a Java programming course
R Hosseini, A Vihavainen, P Brusilovsky
University of Pittsburgh, 2014
462014
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
442016
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
442014
MOOC as semester-long entrance exam
A Vihavainen, M Luukkainen, J Kurhila
Proceedings of the 14th annual ACM SIGITE conference on information …, 2013
432013
An exploration of error quotient in multiple contexts
A Petersen, J Spacco, A Vihavainen
Proceedings of the 15th Koli Calling Conference on Computing Education …, 2015
422015
Investigating automated student modeling in a Java MOOC
M Yudelson, R Hosseini, A Vihavainen, P Brusilovsky
Educational Data Mining 2014, 261-264, 2014
422014
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
412017
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Articles 1–20