Publications

203 entries « 1 of 5 »

2021

Mangaroska, Katerina; Giannakos, Michail

Augmenting learning analytics with multimodal data to advance learning design: Research in computing education Technical Report

Norwegian University of Science and Technology (978-82-471-4984-3), 2021.

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Papamitsiou, Zacharoula; Lunde, Martin; Westermoen, Jakob; Giannakos, Michail

Supporting Learners in a Crisis Context with Smart Self-Assessment Journal Article

Lecture Notes in Educational Technology, pp. 207-224, 2021, ISSN: 2196-4963.

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Pappas, Ilias; Giannakos, Michail

Rethinking Learning Design in IT Education During a Pandemic Journal Article

Frontiers in Education, 6 , pp. 1-8, 2021, ISSN: 2504-284X.

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Sharma, Kshitij; Mangaroska, Katerina; van Berkel, Niels; Giannakos, Michail; Kostakos, Vassilis

Information flow and cognition affect each other: Evidence from digital learning Journal Article

International Journal of Human-Computer Studies, 146 , pp. 1-20, 2021, ISSN: 1071-5819.

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Mangaroska, Katerina; Vesin, Boban; Martinez‐Maldonado, Roberto; Gaơević, Dragan

Challenges and opportunities of multimodal data in human learning: The computer science students' perspective Journal Article

Journal of Computer Assisted Learning, pp. 1-18, 2021, ISSN: 0266-4909.

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Mangaroska, Katerina; Vesin, Boban; Kostakos, Vassilis; Brusilovsky, Peter; Giannakos, Michail N

Architecting Analytics Across Multiple E-Learning Systems to Enhance Learning Design Journal Article

IEEE Transactions on Learning Technologies, 14 (2), pp. 173–188, 2021.

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Giannakos, Michail; Mikalef, Patrick; Pappas, Ilias

Systematic literature review of E-learning capabilities to enhance organizational learning Journal Article

Information Systems Frontiers, pp. 1-17, 2021, ISSN: 1387-3326.

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2020

Giannakos, Michail; Sharma, Kshitij; Papavlasopoulou, Sofia; Pappas, Ilias; Kostakos, Vassilis

Fitbit for learning: Towards capturing the learning experience using wearable sensing Journal Article

International Journal of Human-Computer Studies, 136 , pp. 14, 2020, ISSN: 1071-5819.

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Giannakos, Michail; Spikol, Daniel; Molenaar, Inge; Mitri, Daniele Di; Sharma, Kshitij; Ochoa, Xavier; Hammad, Rawad

CrossMMLA in practice: Collecting, annotating and analyzing multimodal data across spaces Journal Article

2610 , 2020, ISSN: 1613-0073.

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Giannakos, Michail; Voulgari, Iro; Papavlasopoulou, Sofia; Papamitsiou, Zacharoula; Yannakakis, Georgios

Games for Artificial Intelligence and Machine Learning Education: Review and Perspectives Journal Article

Lecture Notes in Educational Technology, pp. 117-133, 2020, ISSN: 2196-4963.

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Lee-Cultura, Serena; Giannakos, Michail

Embodied Interaction and Spatial Skills: A Systematic Review of Empirical Studies Journal Article

Interacting with computers, 2020, ISSN: 0953-5438.

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Lee-Cultura, Serena; Sharma, Kshitij; Aloizou, Valeria; Retalis, Symeon; Giannakos, Michail

Children's Interaction with Motion-Based Touchless Games: Kinecting Effectiveness and Efficiency Book Chapter

Proceedings of the Annual Symposium on Computer-Human Interaction in Play, pp. 140-145, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-8074-4.

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Lee-Cultura, Serena; Sharma, Kshitij; Giannakos, Michail

Using Multimodal Learning Analytics to Explore how Children Experience Educational Motion-Based Touchless Games Journal Article

CEUR Workshop Proceedings, 2610 , 2020, ISSN: 1613-0073.

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Lee-Cultura, Serena; Sharma, Kshitij; Papavlasopoulou, Sofia; Giannakos, Michail

Motion-Based Educational Games: Using Multi-Modal Data to Predict Player’s Performance Journal Article

IEEE Conference on Computatonal Intelligence and Games, CIG, pp. 17-24, 2020, ISSN: 2325-4270.

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Lee-Cultura, Serena; Sharma, Kshitij; Papavlasopoulou, Sofia; Retalis, Symeon; Giannakos, Michail

Using Sensing Technologies to Explain Children’s Self-Representation in Motion-Based Educational Games Book Chapter

IDC '20: Proceedings of the Interaction Design and Children Conference, pp. 640, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-7981-6.

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Mangaroska, Katerina; Sharma, Kshitij; Gasevic, Dragan; Giannakos, Michail

Multimodal learning analytics to inform learning design: Lessons learned from computing education Journal Article

Journal of Learning Analytics, 7 (3), pp. 79-97, 2020, ISSN: 1929-7750.

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Mikalef, Patrick; Sharma, Kshitij; Pappas, Ilias; Giannakos, Michail

Seeking Information on Social Commerce: An Examination of the Impact of User- and Marketer-generated Content Through an Eye-tracking Study Journal Article

Information Systems Frontiers, pp. 14, 2020, ISSN: 1387-3326.

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Niforatos, Evangelos; Vourvopoulos, Athanasios; Giannakos, Michail

Endowing Head-Mounted Displays with Physiological Sensing for Augmenting Human Learning and Cognition Journal Article

CEUR Workshop Proceedings, 2610 , 2020, ISSN: 1613-0073.

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Papamitsiou, Zacharoula; Giannakos, Michail; Ochoa, Xavier

From childhood to maturity: Are we there yet? Mapping the intellectual progress in learning analytics during the past decade Book Chapter

LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge, pp. 664, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-7712-6.

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Papamitsiou, Zacharoula; Giannakos, Michail; Simon, -; Luxton-Reilly, Andrew

Computing Education Research Landscape through an Analysis of Keywords Book Chapter

ICER '20: Proceedings of the 2020 ACM Conference on International Computing Education Research, pp. 352, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-7092-9.

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Papamitsiou, Zacharoula; Pappas, Ilias; Sharma, Kshitij; Giannakos, Michail

Utilizing multimodal data through fsQCA to explain engagement in adaptive learning Journal Article

IEEE Transactions on Learning Technologies, 13 (4), pp. 689-703, 2020, ISSN: 1939-1382.

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Papamitsiou, Zacharoula; Sharma, Kshitij; Giannakos, Michail

On the Dependence Structure Between Learners' Response-time and Knowledge Mastery: If Not Linear, Then What? Book Chapter

UMAP '20: Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization, pp. 408, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-6861-2.

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Papavlasopoulou, Sofia; Giannakos, Michail

Looking at the Design of Making-Based Coding Activities Through the Lens of the ADDIE Model Journal Article

Lecture Notes in Educational Technology, pp. 137-151, 2020, ISSN: 2196-4963.

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Pappas, Ilias; Papavlasopoulou, Sofia; Mikalef, Patrick; Giannakos, Michail

Identifying the combinations of motivations and emotions for creating satisfied users in SNSs: An fsQCA approach Journal Article

International Journal of Information Management, 53 , pp. 15, 2020, ISSN: 0268-4012.

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Pappas, Ilias; Sharma, Kshitij; Mikalef, Patrick; Giannakos, Michail

How Quickly Can We Predict Users’ Ratings on Aesthetic Evaluations of Websites? Employing Machine Learning on Eye-Tracking Data Journal Article

Lecture Notes in Computer Science (LNCS), 12067 , pp. 429-440, 2020, ISSN: 0302-9743.

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RĂ¶ĂŸling, Guido; Giannakos, Michail

ITiCSE 2019 working groups report Journal Article

SIGCSE Bulletin inroads, 52 (1), pp. 2-4, 2020, ISSN: 0097-8418.

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Sharma, Kshitij; Giannakos, Michail

Multimodal data capabilities for learning: What can multimodal data tell us about learning? Journal Article

British Journal of Educational Technology (BJET), 51 (5), pp. 1450-1484, 2020, ISSN: 0007-1013.

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Sharma, Kshitij; Giannakos, Michail; Dillenbourg, Pierre

Eye-tracking and artificial intelligence to enhance motivation and learning Journal Article

Smart Learning Environments, 2020, ISSN: 2196-7091.

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Sharma, Kshitij; Leftheriotis, Ioannis; Giannakos, Michail

Utilizing interactive surfaces to enhance learning, collaboration and engagement: Insights from learners’ gaze and speech Journal Article

Sensors, 20:1964 (7), 2020, ISSN: 1424-8220.

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Sharma, Kshitij; Mishra, S; Papamitsiou, Zacharoula; Munshi, A; De, B K; Biswas, Gautam; Giannakos, Michail

Towards Obtaining Facial Proxies for Gaze behaviour in TEL Book Chapter

The Interdisciplinarity of the Learning Sciences, 14th International Conference of the Learning Sciences (ICLS) 2020, Volume 2. Nashville, Tennessee: International Society of the Learning Sciences., pp. 616, International Society of the Learning Sciences, 2020, ISBN: 978-1-7324672-6-2.

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Sharma, Kshitij; Niforatos, Evangelos; Giannakos, Michail; Kostakos, Vassilis

Assessing cognitive performance using physiological and facial features: Generalizing across contexts Journal Article

PACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2020, ISSN: 2474-9567.

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Sharma, Kshitij; Papamitsiou, Zacharoula; Olsen, Jennifer K; Giannakos, Michail

Predicting learners' effortful behaviour in adaptive assessment using multimodal data Book Chapter

LAK '20: Proceedings of the Tenth International Conference on Learning Analytics & Knowledge, pp. 664, Association for Computing Machinery (ACM), 2020, ISBN: 978-1-4503-7712-6.

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Cukurova, Mutlu; Giannakos, Michail; Martinez‐Maldonado, Ronerto

The promise and challenges of multimodal learning analytics Journal Article

51 (5), pp. 1441-1449, 2020, ISSN: 0007-1013.

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Giannakos, Michail

An Introduction to Non-formal and Informal Science Learning in the ICT Era Journal Article

Lecture Notes in Educational Technology, pp. 3-13, 2020, ISSN: 2196-4963.

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Giannakos, Michail

Science Learning in the ICT Era: Toward an Ecosystem Model and Research Agenda Journal Article

Lecture Notes in Educational Technology, pp. 181-186, 2020, ISSN: 2196-4963.

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Giannakos, Michail; Horn, Michael S; Read, Janet C; Markopoulos, Panos

Movement forward: The continued growth of Child–Computer Interaction research Journal Article

26 , pp. 0, 2020, ISSN: 2212-8689.

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Giannakos, Michail; Horn, Michael S; Rubegni, Elisa

Advancements on Child-Computer Interaction research: Contributions from IDC 2018 Journal Article

23-24 , 2020, ISSN: 2212-8689.

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Giannakos, Michail; Papamitsiou, Zacharoula; Markopoulos, Panos; Read, Janet; Hourcade, Juan Pablo

Mapping child–computer interaction research through co-word analysis Journal Article

International Journal of Child-Computer Interaction, 23-24 , pp. 17, 2020, ISSN: 2212-8689.

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Giannakos, Michail; Papavlasopoulou, Sofia; Sharma, Kshitij

Monitoring Children’s Learning Through Wearable Eye-Tracking: The Case of a Making-Based Coding Activity Journal Article

IEEE pervasive computing, 19 (1), pp. 10-21, 2020, ISSN: 1536-1268.

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2019

Giannakos, Michail; Sharma, Kshitij; Niforatos, Evangelos

Exploring EEG signals during the different phases of game-player interaction Book Chapter

2019 11th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games), pp. 270, IEEE, 2019, ISBN: 978-1-7281-4540-2.

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Giannakos, Michail; Sharma, Kshitij; Pappas, Ilias; Kostakos, Vassilis; Velloso, Eduardo

Multimodal data as a means to understand the learning experience Journal Article

International Journal of Information Management, 48 , pp. 108-119, 2019, ISSN: 0268-4012.

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Hourcade, Juan Pablo; Antle, Alissa N; Giannakos, Michail; Fails, Jerry Alan; Read, Janet C; Markopoulos, Panos; Garzotto, Franca; Palumbos, Andrea

Child-Computer Interaction SIG: Designing for Refugee Children Book Chapter

Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, pp. 3673, ACM Publications, 2019, ISBN: 978-1-4503-5971-9.

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Mangaroska, Katerina; Jaccheri, Maria Letizia; Vesin, Boban; Giannakos, Michail

The Dynamics of Motivational and Emotional Challenges and Regulation Strategies in Customer-Driven Project-Based Learning Book Chapter

2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT), pp. 480, IEEE, Tempe, 2019, ISBN: 978-1-7281-3485-7.

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Papamitsiou, Zacharoula; Economides, Anastasios; Giannakos, Michail

Fostering Learners’ Performance with On-demand Metacognitive Feedback Journal Article

Lecture Notes in Computer Science (LNCS), 11722 , pp. 423-435, 2019, ISSN: 0302-9743.

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Papavlasopoulou, Sofia; Giannakos, Michail; Jaccheri, Maria Letizia

Exploring children’s learning experience in constructionism-based coding activities through design-based research Journal Article

Computers in Human Behavior, 99 , pp. 415-427, 2019, ISSN: 0747-5632.

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Papavlasopoulou, Sofia; Sharma, Kshitij; Giannakos, Michail

Coding activities for children: Coupling eye-tracking with qualitative data to investigate gender differences Journal Article

Computers in Human Behavior, pp. 11, 2019, ISSN: 0747-5632.

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Pappas, Ilias; Mikalef, Patrick; Giannakos, Michail; Kourouthanassis, Panos

Explaining User Experience in Mobile Gaming Applications: An fsQCA Approach Journal Article

Internet Research, pp. 293-314, 2019, ISSN: 1066-2243.

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Read, Janet C; Fitton, Daniel; Gavin, Sim; Bjorklund, Martha; Giannakos, Michail; Clarke, Suzanne; van Mechelen, Maarten; Borum, Nanna; Perry, Steve

IDC Methods into Industry and Innovation Book Chapter

IDC '19: Proceedings of the 18th ACM International Conference on Interaction Design and Children, pp. 766, Association for Computing Machinery (ACM), 2019, ISBN: 978-1-4503-6690-8.

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Sharma, Kshitij; Dillenbourg, Pierre; Giannakos, Michail; Sharma, Kshitij; Papavlasopoulou, Sofia; Giannakos, Michail

Stimuli-Based Gaze Analytics to Enhance Motivation and Learning in MOOCs Coding games and robots to enhance computational thinking: How collaboration and engagement moderate children’s attitudes? Book Chapter

2019 IEEE 19th International Conference on Advanced Learning Technologies (ICALT), 21 , pp. 480, IEEE, 2019, ISBN: 978-1-7281-3485-7 2212-8689.

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Sharma, Kshitij; Papamitsiou, Zacharoula; Giannakos, Michail

Building pipelines for educational data using AI and multimodal analytics: A “grey‐box” approach Journal Article

British Journal of Educational Technology (BJET), 50 (6), pp. 3004-3031, 2019, ISSN: 0007-1013.

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203 entries « 1 of 5 »