I am an assistant professor at the Department of Computer Science and Statistics, University of Joensuu, Finland. In my research I study human behavior, learning, and interaction with computers in general. My particular interests lie in applying eye-tracking to study and support usability, human thinking and interaction. In my PhD. work I inverstigated and used eye-movement recording as a measure of visual attention of computer programmers during program comprehension and debugging.

• Research: Eye-tracking methodology
  Program Visualization (with Niko Myller, Andrés Moreno & Jeliot)
  Evaluating Educational Software Environments
  
• Teaching: Requirements Engineering 2009.
• International degree programs coordination, IMPIT
• Try TUP online, the evaluation tool cs.joensuu.fi/~tup

• PPIG 2007 was in Joensuu! (conference co-organizer).
• September 29 - November 9, 2006, I was a visiting lecturer at the Kabarak University, Kenya.
• September 24 - October 14, 2005, I was a visiting researcher at the PAWS group at Schoold of Information Sciences, University of Pittsburgh, PA, USA.
•  Teaching: 
  . Spring 2009: User-Centered Design 2009.
  - Spring 2008: Usability Engineering 2008.
  - Spring 2006: Usability Engineering
  - Autumn 2002- Spring 2005: teaching in 5+ CS courses.

Journals and Book Chapters




1. Bednarik, R., Gowases, T., Tukiainen, M.: Gaze interaction enhances problem solving: Effects of dwell-time based, gaze-augmented, and mouse interaction on problem-solving strategies and user experience. Journal of Eye Movement Research, 3(1)3, 1-10, 2009. Available online: http://www.jemr.org/online/3/1/3
   
   
2. Myller, N., Bednarik, R., Ben-Ari, M., Sutinen, E.: Extending the Engagement Taxonomy: Software Visualization and Collaborative Learning. ACM Transactions on Computing Education, 9(1), article 7, 2009.
   
   
3. Randolph, J. J., & Bednarik, R.: Publication bias in the computer science education literature. Journal of Universal Computer Science, 14(4), 2008, pp. 575-589.
   
   
4. Randolph, J. J., Rogers, P. C., Kakkonen, T., Myller, N., & Bednarik, R.: Emerging technologies for educational evaluation. In M. Ortiz & C. Rubio (Eds.) Educational Evaluation: 21st Century Issues and Challenges. Hauppauge, NY: Nova, 2009, pp. 417-442.
   
   
5. Randolph, J.J., Julnes, G., Bednarik, R., & Sutinen, E.: A comparison of the methodological quality of articles in computer science education journals and conference proceedings. Computer Science Education, 17(4), 2007, pp. 263-274.
   
   
6. Bednarik, R., Randolph, J.: Studying Cognitive Processes in Computer Program Comprehension. In Hammoud, R. I. (Ed): Passive Eye Monitoring: Algorithms, Applications and Experiments, Springer, ISBN 9783540754114, pp. 373-386, 2008.
   
   
7. Bednarik, R., Moreno, A., Myller, N.: Program Visualization for Programming Education - Case of Jeliot 3. ACM NZ Bulletin, 2(2), ISSN 1176-9998, 2006. Avalailable online from http://is-alt.massey.ac.nz/acmnz/bulletin/vol2/issue2/
   
   
8. Bednarik, R., Moreno, A., Myller, N.: Different Utilizations of an Open-Source Program Visualization Tool, Jeliot 3. Informatics in Education 5(2), 2006, pp. 195-206.
   
   
9. Bednarik, R., Tukiainen, M.: Validating the Restricted Focus Viewer: A Study Using Eye-Movement Tracking. Behavior Research Methods, 39(2), 2007, pp. 274-282.
   
   
10. Bednarik, R., Myller, N., Sutinen, E., Tukiainen, M.: Analyzing Individual Differences in Program Comprehension. Technology, Instruction, Cognition and Learning (TICL), 3 (3-4), special issue on modeling and simulation, 2006, pp. 205-232.
    
    

    Books and Edited Proceedings

11. Buckley, J., Rooksby, J., Bednarik, R.: Proceedings of the 20th Annual Workshop of the Psychology of Programming Interest Group (PPIG08). Lancaster, UK, 2008. Lancaster University, ISBN 978-1-86220-215-3.
    
    
12. Sajaniemi, J., Tukiainen, M., Bednarik, R., Nevalainen, S.: Proceedings of the 19th Annual Workshop of the Psychology of Programming Interest Group (PPIG07). Joensuu, Finland, July, 2007. International Proceedings Series 7, University of Joensuu, Department of Computer Science and Statistics.
    
    

    International Conferences with Referee Procedure

13. Kinnunen, T., Sedlak, F., Bednarik, R.: Towards Task-Independent Person Authentication Using Eye Movement Signals. To appear in the Proceedings of ACM ETRA 2010.
    
    
14. Pietinen, S., Bednarik, R., Tukiainen, M.: An Exploration of Shared Visual Attention in Collaborative Programming In Proceedings of the 21th Annual Workshop of the Psychology of Programming Interest Group (PPIG'09), Limerick, Ireland, pp. 134-135.
    
    
15. Duveskog, M., Bednarik, R., Sutinen, R., Kemppainen, K.: Designing a Story-Based Platform for HIV/AIDS Counseling with Tanzanian Children. In Proceedings of the 8th ACM International Conference on Interaction Design and Children, pp. 27-35, 2009.
    
    
16. Gowases, T., Bednarik, R., Tukiainen, M.: Gaze vs. Mouse in Games: The Effects on User Experience. In Proceedings of The 16th International Conference on Computers in Education, ICCE 2008, pp. 773 - 777.
    
    
17. Nuutinen, J., Bednarik, R., Sutinen, E.: A Layered Approach to the Development Process of Social Mindtools. In Proceedings of ED-Media 2008, pp. 2109-2118.
    
    
18. Bednarik, R., Tukiainen, M.: Temporal Eye-Tracking Data: Evolution of Debugging Strategies with Multiple Representations. In Proceedings of the 2008 Symposium on Eye Tracking Research & Applications (Savannah, Georgia, March 26 - 28, 2008). ETRA '08. ACM, New York, NY, pp. 99-102.
    
    
19. Pietinen, S., Bednarik, R., Glotova, T., Tenhunen, V., Tukiainen M.: A Method to Study Visual Attention Aspects of Collaboration: Eye-Tracking Pair Programmers Simultaneously. In Proceedings of the 2008 Symposium on Eye Tracking Research & Applications (Savannah, Georgia, March 26 - 28, 2008). ETRA '08. ACM, New York, NY, pp. 39-42.
    
    
20. Moreno, A., Sutinen, E., Bednarik, R. and Myller, N. (2007): Conflictive animations as engaging learning tools. In Proc. Seventh Baltic Sea Conference on Computing Education Research (Koli Calling 2007), Koli National Park, Finland. CRPIT, 88. Lister, R. and Simon, Eds., ACS. pp. 203-206.
    
    
21. Bednarik, R., Tukiainen, M.: Analysing and Interpreting Quantitative Eye-Tracking Data in Studies of Programming: Phases of Debugging with Multiple Representations. In Proceedings of the 19th Annual Workshop of the Psychology of Programming Interest Group (PPIG'07), Joensuu, Finland, July 2-6, 2007, pp. 158-172.
    
    
22. Myller, N., Bednarik, R., Moreno, A.: Integrating Dynamic Program Visualization into BlueJ: the Jeliot 3 extension. In proceedings of IEEE ICALT 2007, IEEE Computer Society, 2007, pp. 505-506.
    
    
23. Moreno, A., Bednarik, R., Yudelson, M.: How to Adapt the Visualization of Programs? UM'2007 workshop 2, 11th International Conference on User Modeling: Personalisation in e-learning environments at individual and group level, PING'07. Corfu, Greece, June 25-29, 2007, pp. 65-70.
    
    
24. Bednarik, R., Kamppuri, M., Tedre, M., Vesisenaho, M.: Alternative to Technology-Driven Development: An Approach Based on Authentic Needs. Presented at the Workshop on User Centred Design and International Development to be held on 28th April 2007, CHI2007.
    
    
25. Kamppuri, M., Bednarik, R., Tukiainen, M.: The Expanding Focus of Design: Case Culture. In proceedings of NordiCHI 2006, The Fourth Nordic Conference on Human-Computer Interaction. Oslo, Norway, 2006, ACM Press, pp. 405-408.
    
    
26. Bednarik, R., Myller, N., Sutinen, E., Tukiainen, M.: Program Visualisation: Comparing Eye-tracking Patterns with Comprehension Summaries and Performance. In proceedings of the 18th Annual Workshop of the Psychology of Programming Interest Group (PPIG'06), Brighton, UK, September 7-8, 2006, pp. 68-82.
    
    
27. Myller, N., Bednarik, R.: Methodologies for Studies of Program Visualization. In proceedings of Methods, Materials and Tools for Programming Education (MMT2006), Tampere, Finland, May 4-5, 2006, pp. 37-42.
    
    
28. Bednarik, R., Tukiainen, M.: An Eye-tracking Methodology for Characterizing Program Comprehension. In Proceedings the 2006 Symposium on Eye Tracking Research and Applications, ETRA 2006, March 27-29, San Diego, CA, USA, ACM Press, pp. 125 - 132.
    
    
29. Randolph, J. J., Bednarik, R. and Myller, N.: A Methodological Review of the Articles Published in the Proceedings of Koli Calling 2001-2004. In Proceedings of Koli Calling 2005: 5th Annual Finnish / Baltic Sea Conference on Computer Science Education. November 17 - November 20, 2005, pp. 103-109.
    
    
30. Moreno, A., Myller, N. and Bednarik, R.: Jeliot 3, an Extensible Tool for Program Visualization. In Proceedings of Koli Calling 2005: 5th Annual Finnish / Baltic Sea Conference on Computer Science Education. November 17 - November 20, 2005, pp. 183-184.
    
    
31. Bednarik, R., Joy, M., Moreno, A., Myller, N., Sun, S., Sutinen, E.: Multi-Agent Educational System for Program Visualization. In proceedings of the International Conference on Intelligent Agents, Web Technology and Internet Commerce (IAWTIC'2005), 28 - 30 November 2005, Vienna, Austria, IEEE Computer Society, pp. 283 - 288.
    
    
32. Bednarik, R., Myller, N., Sutinen, E., Tukiainen, M.: Applying Eye-Movement Tracking to Program Visualization. In proceedings of 2005 IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC'05), Dallas, Texas, USA, September 21-24, 2005, IEEE Computer Society, pp. 302-304.
    
    
33. Bednarik, R.: Potentials of Eye-Movement Tracking in Adaptive Systems. In the Proceedings of the Fourth Workshop on the Evaluation of Adaptive Systems, held in conjunction with the 10th International Conference on User Modeling (UM'05), Edinburgh, UK, July 24th to 30th, 2005, pp. 1-8.
    
    
34. Bednarik, R., Myller, N., Sutinen, E., Tukiainen, M.: Effects of Experience on Gaze Behaviour during Program Animation. In proceedings of the 17th Annual Psychology of Programming Interest Group Workshop (PPIG'05), Brighton, UK, June 28 - July 1, 2005, pp. 49-61.
    
    
35. Randolph, J. J., Bednarik, R., Silander, P., Gonzalez, J., Myller, N., and Sutinen, E.: A Critical Analysis of the Research Methodologies Reported in the Full Papers of the Proceedings of ICALT 2004. In proceedings of the 5th IEEE International Conference on Advanced Learning Technologies (ICALT 2005), Kaohsiung, Taiwan, July 5-8, 2005, IEEE Computer Society, pp. 10-14.
    
    
36. Bednarik, R., Moreno, A., Myller, N., Sutinen, E.: Smart Program Visualization Technologies: Planning a Next Step. In proceedings of the 5th IEEE International Conference on Advanced Learning Technologies (ICALT 2005), Kaohsiung, Taiwan, July 5-8, 2005, IEEE Computer Society, pp. 717-721.
    
    
37. Bednarik, R., Kinnunen, T., Mihaila, A., Fränti, P.: Eye-Movements as a Biometric. In Proceedings of the 14th Scandinavian Conference on Image Analysis, SCIA 2005, Joensuu, Finland, June 19-22, 2005. Lecture Notes in Computer Science, Vol. 3540, Springer, 2005, pp. 780-789.
    
    
38. Bednarik, R., Tukiainen, M.: Effects of Display Blurring on the Behavior of Novices and Experts during Program Debugging. In CHI '05 extended abstracts on Human factors in computing systems, CHI 2005, Portland, Oregon, USA, April 2-7, 2005, ACM Press, pp. 1204-1207.
    
    
39. Bednarik, R., Tukiainen, M.: Visual Attention Tracking During Program Debugging. In Proceedings of NordiCHI 2004, The Third Nordic Conference on Human-Computer Interaction, October 23-27, 2004, Tampere, Finland, ACM Press, pp. 331-334.
    
    
40. Bednarik, R. & Tukiainen, M.: Visual Attention and Representation Switching in Java Program Debugging: A Study Using Eye Movement Tracking. In Proceedings of 16th Annual Psychology of Programming Interest Group Workshop (PPIG'04), Institute of Technology Carlow, Ireland, April 5-7, 2004, pp. 159-169.
    
    
41. Bednarik, R., Fränti, P.: Survival of Students with Different Learning Preferences. The 4th Annual Finnish / Baltic Sea Conference on Computer Science Education, Koli, Finland, October 1-3, 2004, pp. 121-125.
    
    
42. Bednarik, R., Gerdt, P., Miraftabi, R., Tukiainen, M.: Development of the TUP Model - Evaluating Educational Software. In Proceedings of the 4th IEEE International Conference on Advanced Learning Technologies (ICALT 2004), Joensuu, Finland, August 30 - September 1, 2004, IEEE Computer Society, pp. 699-701.
    
    
43. Bednarik, R.: Problem-Based Learning in Teaching Theoretical Computer Science. In Proceedings of the International Conference on Engineering Education and Research Conference iCEER 2004, Olomouc, Czech Republic, June 27-30, 2004, pp. 801-807, CD-ROM.
    
    

    National Conferences with Referee Procedure

44. Bednarik, R., Marjomaa E., La Russa, G.: Logical Variability in Tutors and Evaluators. In Proceedings of the ITK'04 Workshop on Educational Technology Research, April 20-22, Hämeenlinna, Finland, 2005. pp. 48-49.
    

    Tutorials and Technical Reports

45. Kamppuri, M., Bednarik, R. and Juntunen, A.: Haasteena käytettävyys: Kotihoitoa tukevat etäpalvelut-hankkeen käytettävyystutkimus. [in Finnish, Usability as a challenge. Usability study of eHealth Services Supporting Home Care - project]. Kajaani University of Applied Sciences reports B, Raportteja ja selvityksiä 11, 2008, ss. 39, ISBN 978-952-9853-6, ISSN 1458-915X.
    
    
46. Bednarik, R., Jansen, A.: Eye-tracking and its applications in studies of programming. In Proceedings of the 19th Annual Workshop of the Psychology of Programming Interest Group (PPIG'07), Joensuu, Finland, July 2-6, 2007, pp. 255.
    
    
    

    Monographs

47. Bednarik, R.: Methods to analyze visual attention strategies: Applications in the studies of programming. PhD thesis, Department of Computer Science and Statistics, University of Joensuu, 2007. Available for download from: ftp://cs.joensuu.fi/pub/Dissertations/bednarik.pdf
    
    
48. Bednarik, R.: Towards an Eye-tracking Methodology for Studies of Programming. PhLic thesis, Department of Computer Science, University of Joensuu, 2006.