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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
2802015
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
2442011
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
2142014
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
1922018
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
1762015
Multi-faceted support for MOOC in programming
A Vihavainen, M Luukkainen, J Kurhila
Proceedings of the 13th annual conference on Information technology …, 2012
1362012
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
1242013
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
682014
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
662016
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
622018
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
622016
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
532015
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
502013
Exploring problem solving paths in a Java programming course
R Hosseini, A Vihavainen, P Brusilovsky
University of Pittsburgh, 2014
492014
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
482016
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
472014
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
462017
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
442015
Investigating automated student modeling in a Java MOOC
M Yudelson, R Hosseini, A Vihavainen, P Brusilovsky
Educational Data Mining 2014, 261-264, 2014
432014
MOOC as semester-long entrance exam
A Vihavainen, M Luukkainen, J Kurhila
Proceedings of the 14th annual ACM SIGITE conference on information …, 2013
432013
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