MARKKU TUKIAINEN

Contact info

Publications

• Analysing and Improving Mathematical Formulation of Webavalia: A Self and Peer Assessment Tool. Babo, R; Fitas, R; Suhonen, J; Tukiainen, M / Proceedings of the IEEE Global Engineering Education Conference (EDUCON2020). 2020. 2020
• Gomera, William Clifford; Suhonen, Jarkko; Tukiainen, Markku; Oreku, George S; Tedre, Matti; Oyelere, Solomon Sunday. 2020. Usability evaluation of frugal innovation: A case of mobile training for micro businesses in Tanzania African journal of science, technology, innovation and development [Epub ahead of print 04 Jul 2020]: -. 2020
• Participatory Heuristic Evaluations of Jeliot Mobile: End-users evaluating usability of their mlearning application. Hassan, Muhammad Mustafa; Tukiainen, Markku; Qureshi Adnan N / 2019 4th Technology Innovation Management and Engineering Science International Conference (TIMES-iCON): Proceedings. 2020. 2020
• Babo, Rosalina; Babo,Lurdes V; Suhonen, Jarkko T; Tukiainen, Markku. 2020. E- Assessment with Multiple-Choice Questions: A 5 Year Study of Students' Opinions and Experience Journal of information technology education: innovations in practice 19: 001-029. 2020
• Smart learning environment for computing education: readiness for implementation in Nigeria. Agbo, Friday Joseph; Oyelere, Solomon Sunday; Suhonen, Jarkko; Tukiainen, Markku / Proceedings of EdMedia: World Conference on Educational Media and Technology. 2019. 2019
• Toivonen, Tapani; Jormanainen, Ilkka; Tukiainen, Markku. 2019. Augmented Intelligence in Educational Data Mining Smart Learning Environments 6 10: 1-25. 2019
• Trends in the Role of ICT in Higher Education Knowledge Management Systems: A Systematic Literature Review. Yigzaw, Samuel T; Jormanainen, Ilkka; Tukiainen, Markku / TEEM'19 Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality. 2019. 2019
• Smart Learning Analytics and Frequent Formative Assessments to Improve Student Retention. Hassan, Muhammad Mustafa; Qureshi, Adnan N; Moreno, Andrés; Tukiainen, Markku / 2018 International Conference on Smart Communications and Networking (SmartNets). 2019. 2019
• Agbo, Friday Joseph; Oyelere, Solomon Sunday; Suhonen, Jarkko; Tukiainen, Markku. 2019. Identifying potential design features of a smart learning environment for programming education in Nigeria International journal of learning technology 14 4: 331-354. 2019
• (Un)discounted usability: Evaluating low-budget educational technology projects with dual-personae evaluators. Hassan, MM; Tukiainen, M; Qureshi, AN / ICSIE '19 Proceedings of the 2019 8th International Conference on Software and Information Engineering. 2019. 2019
• Healthy Aging in Digitized Societies - HeADS' 2018: Proceedings of the 2nd Summer Workshop of International Conference of Innovation & Entrepreneurship in Management, Wellbeing and Smart Health. Tukiainen, Markku; Hiltunen, Saara. 2018 2018
• Kolog, Emmanuel Awuni; Montero Calkin, Suero; Tukiainen, Markku. 2018. Development and Evaluation of an Automated e-Counselling System for Emotion and Sentiment Analysis. Electronic Journal of Information Systems Evaluation (EJISE) 21 1: 1-19. 2018
• Participatory consensual assessment technique: End-users assessing outcomes of participatory design. Hassan, Muhammad Mustafa; Moreno, Andres; Tukiainen, Markku / ICCED 2017 : 3rd International Conference on Computing, Engineering, and Design : Kuala Lumpur, Malaysia, 23-25 November 2017. 2018. 2018
• Participatory Refinement of Participatory Outcomes: Students Iterating over the Design of an Interactive Mobile Learning Application. Hassan, Muhammad Mustafa; Qureshi, Adnan N; Moreno, Andrés; Tukiainen, Markku / Proceedings Fifth International Conference on Learning and Teaching in Computing and Engineering (LaTiCE 2017), 20-24 April 2017, University of Hong Kong. 2017. 2017
• Teknologia ikäihmisen tukena: Ketterän kokeilukulttuurin ytimessä. Mäkisalo-Ropponen Merja, Nykänen Jaana, Savela Annamari, Kiviniemi Tuula, Tarkiainen Ari, Sihvo Päivi, Pihlainen Kaisa, Koskela Teija, Kärnä Eija, Kauppila Päivi Annika, Karttunen Anna, Tukiainen Markku, Järnefelt Kristine, Kaltiainen Tuija, Krohns Janne, Kurki Sari, Pesonen Anni. 2017 2017
• Toivonen T, Jormanainen I, Tukiainen M. 2017. An open robotics environment motivates students to learn the key concepts of artificial neural networks and reinforcement learning. In: Lepuschitz W, Merdan M, Koppensteiner G, Balogh R, Obdržálek D (ed.) , Robotics in Education: Latest Results and Developments. Advances in Intelligent Systems and Computing 630. s. 317-328. 2017
• Healthy Aging in Digitized Societies - HEADS `2016: proceedings of the 1st summer workshop of international conference on innovation & entrepreneurship in management, wellbeing, and smart health. Tukiainen Markku, Hiltunen Saara, Babashkina Roseanna. 2016 2016
• Pihlainen Kaisa, Kärnä Eija, Koskela Teija, Tukiainen Markku. 2016. A learning-centered framework for multi-party technology-related research projects. In: L. Gómez Chova, A. López Martínez, I. Condel Torres (ed.) , Proceedings of EDULEARN16 Conference. IATED. EDULEARN periodical publications 16. s. 1126-1132. 2016
• Pihlainen Kaisa, Kärnä Eija, Tukiainen Markku. 2016. Practical nurses' competency and perceptions of technology use in home care. In: Järvelin-Pasanen Susanna (ed.) , NES2016 - Ergonomics in theory and practice : Proceedings of 48th Annual Conference of Nordic Ergonomics and Human Factors Society. University of Eastern Finland. Publications of the University of Eastern Finland. Reports and Studies in Health Sciences 22. s. 55-58. 2016
• Hemilä Jukka, Tukiainen Markku, Ikonen Mirjami. 2015. From technology orientation towards service orientation in health care sector. In: William Hunsaker (ed.) , Innovation & Entrepreneurship in Management, Nursing, and Smart Health 2015 International Conference. Kyungpook National University. s. 102. 2015
• Eivazi Shahram, Afkari Hoorieh, Bednarik Roman, Leinonen Ville, Tukiainen Markku, Jääskeläinen Juha E. 2015. Analysis of disruptive events and precarious situations caused by interaction with neurosurgical microscope. ACTA NEUROCHIRURGICA (WIEN) 157 7: 1147-1154. 2015
• Jormanainen Ilkka, Pietinen Sami, Tukiainen Markku, Innanen Tapani, Ojala Eveliina. 2014. Developing mobile services to support informal learning through automatic content delivery in religious contexts: a design research approach: Sampson, D.G. Spector, J. M. Chen, N. Huang R., & Kinshuk (Ed.),, The 14th IEEE International Conference on Advanced Learning Technologies (ICALT). 634-636. 2014
• Roy Amit, Kihoza Patrick D., Suhonen Jarkko, Vesisenaho Mikko, Tukiainen Markku. 2014. Promoting proper education for sustainability: An exploratory study of ICT enhanced Problem Based Learning in a developing country. International Journal of Education and Development using Information and Communication Technology 10 1: 70-90. 2014
• Bednarik R, Gowases T, Tukiainen M. 2013. Gaze-augmented interaction improves problem-solving: new evidence from verbal protocols. BEHAVIOUR & INFORMATION TECHNOLOGY 32 8: 836-844. 2013
• Mäkelä, Susanne; Bednarik, Roman; Tukiainen, Markku. 2013. Evaluating user experience of autistic children through video observation: Mackay, W.E., Brewster, S., Bødker, S., ACM SIGCHI Conference on Human Factors in Computing Systems. 463-468. 2013
• Eivazi Shahram, Bednarik Roman, Tukiainen Markku, von und zu Fraunberg Mikael, Leinonen Ville, Jääskeläinen Juha E.. 2012. Gaze Behaviour of Expert and Novice Microneurosurgeons Differs During Observations of Tumor Removal Recordings: -, Symposium: Eye Tracking Research and Applications, ETRA 2012, 28-30 March 2012, California, USA. 377-380. 2012
• Nissinen Eila, Korhonen Pekka, Vellonen Virpi, Kärnä Eija, Tukiainen Markku. 2012. Children with Special Needs as Evaluators of Technologies: Amiel, T. ja Wilson, B., Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2012. 1356-1365. 2012
• Gowases Tersia, Bednarik Roman, Tukiainen Markku. 2011. Text Highlighting Improves User Experience for Reading with Magnified Displays: -, CHI EA'11 Proceedings of the 2011 Annual Conference Extended Abstracts on Human Factors in Computing Systems. 1891-1896. 2011
• Pietinen S, Bednarik R & Tukiainen M. 2010. Shared Visual Attention in Collaborative Programming: A Descriptive Analysis. In: - (ed.) , ACM/IEEE 32nd International Conference on Software Engineering, ICSE 2010, Cooperative and Human Aspects of Software Engineering, CHASE 2010, Workshop at the ICSE 2010. ss. -. 2010
• Pietinen S, Bednarik R, & Tukiainen M. 2010. Eye-tracking in Collaborative settings: Setup and Descriptive analysis: -, The 5th Scandinavian Workshop on Applied Eye-Tracking, SWAET 2010. 38. 2010
• Naumanen M & Tukiainen M. 2010. Discretionary use of computers and Internet among senior-clubbers-communication, writing and information search. In: - (ed.) , World Conference on Educational Multimedia, Hypermedia and Telecommunications (EDMEDIA) 2010.Chesapeake VA: AACE. ss. 100-108. 2010
• Naumanen M & Tukiainen M. 2010. Practices in Old Age ICT Education Three Contexts Considered: Clubs, Courses and Home Teaching: Spector JM, Ifenthaler D, Isaías P, Kinshuk and Sampson D (Eds.), Learning and Instruction in the Digital Age.Springer US. 273-288. 2010
• Bednarik, R., Gowases, T. and Tukiainen, M.. 2009. 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: 1-10. 2009
• Minnamari Naumanen and Markku Tukiainen. 2009. Guided Participation in ICT-Education for Seniors: Motivation and Social Support, 39th Annual ASEE/IEEE Frontiers in Education Conference, Imagining and Engineering Future CSET Education, FIE 2009.IEEE. -. 2009
• Naumanen, M. and Tukiainen M.. 2009. K-60 - Access to ICT granted but not taken for granted, Proceedings of E-Learn 2008 world conference on E-Learning in corporate, government, healthcare, & higher education, E-Learn'08 AACE, Las Vegas, NV, USA, November 17-21. 2241-2250. 2009
• Sami Pietinen, Roman Bednarik and Markku Tukiainen. 2009. An Exploration of Shared Visual Attention in Collaborative Programming. In: (ed.) , 21st Annual Psychology of Programming Interest Group Conference, PPIG 2009. ss. -. 2009
• Sami Pietinen, Vesa Tenhunen, Markku Tukiainen. 2009. Productivity and eye movements in collaborative work: Case pair programming. In: (ed.) , Proceedings of the 9th International SPICE Conference on Process Assessment and Improvement (SPICE 2009). ss. -. 2009
• Roman Bednarik and Markku Tukiainen. 2008. Temporal eye-tracking data: evolution of debugging strategies with multiple representations, Eye Tracking Research & Applications, ACM Proceeding of the 2008 Symposium on Eye Tracking Research & Applications.ACM. 99-102. 2008
• Tersia Gowases, Roman Bednarik, and Markku Tukiainen. 2008. Gaze vs. Mouse in Games: The Effects on User Experience, Proceedings ICCE 2008, The 16th International Conference on Computers in Education. 27-31. 2008
• Sami Pietinen;Roman Bednarik;Tatiana Glotova;Vesa Tenhunen and Markku Tukiainen. 2008. A method to study visual attention aspects of collaboration: eye-tracking pair programmers simultaneously, Eye Tracking Research & Applications, ACM Proceeding of the 2008 Symposium on Eye Tracking Research & Applications.ACM New York, NY, USA. 39-42. 2008
• Minnamari Naumanen and Markku Tukiainen. 2008. Practises in Old Age ICT-Education: Kinsuk, Demetrios G. Sampson, J. Michael Spector, Pedro Isaías and Dirk Ifenthaler, IADIS International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2008).IADIS Press. 261-269. 2008
• Pietinen, S., Tenhunen, V. and Tukiainen, M.. 2008. Productivity of Pair Programming in a Distributed Environment ¿ Results From Two Controlled Case Studies: Rory V. O¿Connor, Nathan Baddoo, Kari Smolander and Richard Messnarz, Software Process Improvement, 15th European Conference, EuroSPI 2008. 47-58. 2008
• Bednarik, R. and Tukiainen, M.. 2008. Temporal Eye-Tracking Data: Evolution of Debugging Strategies with Multiple Representations. In: (ed.) , ACM Proceedings ETRA 2008, Symposium on Eye Tracking Research & Applications. ss. 99-102. 2008
• Pietinen, S., Bednarik, R., Glotova, T., Tenhunen, V. and Tukiainen, M.. 2008. A Framework to Study Visual Attention Aspects of Collaboration: Eye-Tracking Two Programmers Simultaneously. In: (ed.) , ACM Proceedings ETRA 2008, Symposium on Eye Tracking Research & Applications. ss. 39-42. 2008
• Erkki Savioja and Markku Tukiainen. 2007. Measurement Practices in Financial Software Industry. Software Process Improvement and Practice 12 6: 585-595. 2007
• Jari Soini;Timo Varkoi;Vesa Tenhunen and Markku Tukiainen. 2007. Empirical Case Study of Software Metrics using the SPICE Framework: Terry Rout (Editor), Proceedings the 7th International SPICE Conference on Process Assessment and Improvement (SPICE 2007), Seoul, Korea, May 9-11.Korea University Press. 22-28. 2007
• Minnamari Naumanen;Markku Tukiainen. 2007. Guiding the Elderly into the Use of Computers and Internet - Lessons Taught and Learnt. In: Edited by Kinshuk;Demetrios G. Sampson;J. Michael Spector and Pedro Isaías (ed.) , IADIS International Conference on Cognition and Exploratory Learning in Digital Age (CELDA 2007) Algarve, Portugal, December 7-9. ss. 2007
• Minnamari Naumanen;Markku Tukiainen. 2007. Seniors' Club - Learning and Blogging Together: Edited by Piet Kommers and Pedro Isaías, Proceedings of the IADIS International Conference Web Based Communities 2007, Salamanca, Spain, February 18-20.IADIS Press. 312-316. 2007
• Proceedings of the 19th Annual Workshop of the Psychology of Programming Interest Group, Joensuu, Finland, July 2-6, 2007. Editors: Jorma Sajaniemi;Markku Tukiainen;Roman Bednarik;Seppo Nevalainen. 2007 2007
• Roman Bednarik and Markku Tukiainen. 2007. Analysing and Interpreting Quantitative Eye-Tracking Data in Studies of Programming: Phases of Debugging with Multiple Representations: Editors: Jorma Sajaniemi;Markku Tukiainen;Roman Bednarik;Seppo Nevalainen, Proceedings of the 19th Annual Workshop of Psychology of Programming Interest Group, Joensuu, Finland, July 2-6.Department of Computer Science and Statistics. University of Joensuu, Department of Computer Science and Statistics. 158-172. 2007
• Roman Bednarik and Markku Tukiainen. 2007. Validating the Restricted Focus Viewer: A study using eye-movement tracking. Behavior Research Methods 39 2: 274-282. 2007
• Minna Kamppuri;Roman Bednarik;Markku Tukiainen. 2006. The Expanding Focus of HCI: Case Culture, NordiCHI 2006, Proceedings of the 4th Nordic Conference on Human-Computer Interaction: Changing Roles, Oslo, Norway, October 14-18, 2006, ACM International Conference Proceedings Series, Vol 189.ACM Press. 405-408. 2006
• Roman Bednarik;Niko Myller;Erkki Sutinen;and Markku Tukiainen. 2006. Program Visualization: Comparing Eye-Tracking Patterns with Comprehension Summaries and Performance: Edited by Pablo Romero;Judith Good;Sallyann Bryant;Edgar A. Chaparro, Proceedings of the 18th Annual Workshop of the Psychology of Programming Interest Group, Brighton, United Kingdom, 7th-8th September.University of Sussex. 68-82. 2006
• Roman Bednarik;Niko Myller;Erkki Sutinen and Markku Tukiainen. 2006. Analyzing Individual Differences in Program Comprehension. Technology, Instruction, Cognition and Learning (TICL) 3 3-4: 205-232. 2006
• Pasi Eronen;Jyri Keränen;Erkki Sutinen and Markku Tukiainen. 2006. Work in Progress: Seniors' Club - Technology Club and Research Laboratory. In: (ed.) , Proceedings of the 36th ASEE/IEEE Frontiers in Education Conference, San Diego, California, October 28-31.IEEE. ss. S3H-7-S3H-8. 2006
• Roman Bednarik;Markku Tukiainen. 2006. An Eye-tracking methodology for characterizing program comprehension processes: Stephen N. Spencer;Editor, ACM Proceedings ETRA 2006, Symposium on Eye Tracking Research & Applications, San Diego, California, March 27-29. 125-132. 2006
• Minna Kamppuri;Matti Tedre and Markku Tukiainen. 2006. Towards the Sixth Level in Interface Design: Understanding Culture: Darelle van Greunen (ed.), Proceedings of the CHI-SA 2006, 5th ACM Conference on Human Computer Interaction in Southern Africa, Cape Town, South Africa, January 25-27. 69-74. 2006
• Markku Tukiainen;Richard Messnarz;Risto Nevalainen;Sonja Koinig (ed.) . 2006. EuroSPI 2006 Industrial Proceedings. University of Joensuu. University of Joensuu, Deparment of Computer Science, International Proceedings Series. 2006
• Markku Hauta-Kasari;Juha Lehtonen;Jussi Parkkinen. 2006. Image Format for Spectral Image Browsing. The Journal of Imaging Science and Technology 50 6: 572-582. 2006
• Jukka Heinänen;Markku Tukiainen. 2006. Improving Requirements Reuse: Case Abloy: Markku Tukiainen;Richard Messnarz;Risto Nevalainen;Sonja Koinig, EuroSPI 2006 Industrial Proceedings.University of Joensuu. University of Joensuu, Deparment of Computer Science, International Proceedings Series. 2006
• Erkki Savioja;Markku Tukiainen. 2006. Measurement Practices in Fidenta: Markku Tukiainen;Richard Messnarz;Risto Nevalainen;Sonja Koinig, EuroSPI 2006 Industrial Proceedings.University of Joensuu. University of Joensuu, Deparment of Computer Science, International Proceedings Series. 2006
• Minna Kamppuri;Matti Tedre and Markku Tukiainen. 2006. A Cultural Approach to Interface Design: Tapio Salakoski;Tomi Mäntylä;Mikko Laakso (Eds.), Proceedings of Koli Calling 2005, Fifth Koli Calling Conference on Computer Science Education, November 17-18, 2005, Koli, Finland, TUCS Publication No 41, January 2006.Turku Centre for Computer Science. 149-152. 2006
• Bednarik Roman;Tukiainen Markku. 2005. Effects of Display Blurring on the Behavior of Novices and Experts during Program Debugging, CHI 2005, ACM Conference on Human Factors in Computing Systems, Portland, Oregon USA, April 2-7, 2005. 1204 - 1207. 2005
• Mäkinen Timo;Varkoi Timo;Tukiainen Markku. 2005. Towards Managed Software Process Using Lean Principles: Edited by Oddur Benediktsson;Pekka Abrahamsson;Darren Dalcher;Ebba Thora Hvannberg;Rory O'Connor;Helgi Thorbergsson, Software Development - Proceedings of the International Conference on Software Development.University of Iceland Press and Engineering Research Institute. 208-213. 2005
• Roman Bednarik;Niko Myller;Erkki Sutinen and Markku Tukiainen. 2005. Effects of Experience on Gaze Behavior during Program Animation: Edited by Pablo Romero;Judith Good;Sallyann Bryant;Edgar A. Chaparro, Proceedings of the 17th Annual Workshop of the Psychology of Programming Interest Group (PPIG 2005), Brighton - United Kingdom, 29th June - 1st July 2005.University of Sussex. 49-61. 2005
• Roman Bednarik;Niko Myller;Erkki Sutinen;Markku Tukiainen. 2005. Applying Eye-Movement Tracking to Program Visualization. In: Edited by: Martin Erwig;Andy Schürr (ed.) , IEEE Symposium on Visual Language & Human-Centric Computing, Dallas, Texas, USA, September 20-24, 2005. ss. 302-304. 2005
• Saastamoinen Ilmari;Tukiainen Markku. 2004. Software Process Improvement in Small and Medium Sized Software Enterprises in Eastern-Finland: A State-of-the Practice Study. 2004
• Tukiainen Markku. 2004. Mitä meidän tulisi hallita tulevaisuudessa. 01.11.2004. ss 2004
• Saastamoinen;I.;Tukiainen;M.;Mäkinen;T. and Varkoi;T.. 2004. User Expectations for an SPI Knowledge Management System. 2004
• Saastamoinen;I.;Tukiainen;M.;Mäkinen;T. and Varkoi;T.. 2004. Evaluation of a Software Tool for Knowledge Management in Software Process Improvement. 2004
• Bednarik;R. and Tukiainen;M.. 2004. Visual Attention and Representation Switching in Java Program Debugging: A Study Using Eye Movement Tracking. 2004
• Kamppuri Minna;Tukiainen Markku. 2004. Improving Cultural Usability of Educational Software. 2004
• Kamppuri Minna;Tukiainen Markku. 2004. Culture in Human-Computer Interaction Studies: A Survey of Ideas and Definitions. 2004
• Haavikko;M.;Johansson;M.;Mäkinen;T.;Nevalainen;R.;Saastamoinen;I.;Tukiainen;M. and Varkoi;T.. 2004. GNOSIS - An Approach for SPI Knowledge Management. 2004
• Bednarik;R.;Gerdt;P.;Miraftabi;R. and Tukiainen;M.. 2004. Development of the TUP Model - Evaluating Educational Software. In: (ed.) . ss. 2004
• Bednarik;R. and Tukiainen;M.. 2004. Visual Attention Tracking During Program Debugging. In: (ed.) . ss. 2004
• Tukiainen Markku. 2004. Puhe hatulle.. 27.08.2004. ss 2004

Research groups

• edTech