Multimodal data as a means to understand the learning experience MN Giannakos, K Sharma, IO Pappas, V Kostakos, E Velloso International Journal of Information Management 48, 108-119, 2019 | 183 | 2019 |
Teaching analytics: towards automatic extraction of orchestration graphs using wearable sensors LP Prieto, K Sharma, P Dillenbourg, M Jesús Proceedings of the sixth international conference on learning analytics …, 2016 | 162 | 2016 |
Multimodal data capabilities for learning: What can multimodal data tell us about learning? K Sharma, M Giannakos British Journal of Educational Technology 51 (5), 1450-1484, 2020 | 149 | 2020 |
Multimodal teaching analytics: Automated extraction of orchestration graphs from wearable sensor data LP Prieto, K Sharma, Ł Kidzinski, MJ Rodríguez‐Triana, P Dillenbourg Journal of computer assisted learning 34 (2), 193-203, 2018 | 116 | 2018 |
Building pipelines for educational data using AI and multimodal analytics: A “grey‐box” approach K Sharma, Z Papamitsiou, M Giannakos British Journal of Educational Technology 50 (6), 3004-3031, 2019 | 107 | 2019 |
Leveraging mobile eye-trackers to capture joint visual attention in co-located collaborative learning groups B Schneider, K Sharma, S Cuendet, G Zufferey, P Dillenbourg, R Pea International Journal of Computer-Supported Collaborative Learning 13, 241-261, 2018 | 99 | 2018 |
Eye-tracking and artificial intelligence to enhance motivation and learning K Sharma, M Giannakos, P Dillenbourg Smart Learning Environments 7, 1-19, 2020 | 94 | 2020 |
How do you feel about learning to code? Investigating the effect of children’s attitudes towards coding using eye-tracking S Papavlasopoulou, K Sharma, MN Giannakos International Journal of Child-Computer Interaction 17, 50-60, 2018 | 79 | 2018 |
Coding activities for children: Coupling eye-tracking with qualitative data to investigate gender differences S Papavlasopoulou, K Sharma, MN Giannakos Computers in Human Behavior 105, 105939, 2020 | 77 | 2020 |
Coding games and robots to enhance computational thinking: How collaboration and engagement moderate children’s attitudes? K Sharma, S Papavlasopoulou, M Giannakos International Journal of Child-Computer Interaction 21, 65-76, 2019 | 72 | 2019 |
Orchestration load indicators and patterns: In-the-wild studies using mobile eye-tracking LP Prieto, K Sharma, Ł Kidzinski, P Dillenbourg IEEE Transactions on Learning Technologies 11 (2), 216-229, 2017 | 70 | 2017 |
Using mobile eye-trackers to unpack the perceptual benefits of a tangible user interface for collaborative learning B Schneider, K Sharma, S Cuendet, G Zufferey, P Dillenbourg, R Pea ACM Transactions on Computer-Human Interaction (TOCHI) 23 (6), 1-23, 2016 | 68 | 2016 |
Fitbit for learning: Towards capturing the learning experience using wearable sensing MN Giannakos, K Sharma, S Papavlasopoulou, IO Pappas, V Kostakos International Journal of Human-Computer Studies 136, 102384, 2020 | 66 | 2020 |
“With-me-ness”: A gaze-measure for students’ attention in MOOCs K Sharma, P Jermann, P Dillenbourg Proceedings of international conference of the learning sciences 2014, 1017-1022, 2014 | 64 | 2014 |
Temporal analysis of multimodal data to predict collaborative learning outcomes JK Olsen, K Sharma, N Rummel, V Aleven British Journal of Educational Technology 51 (5), 1527-1547, 2020 | 59 | 2020 |
Using eye-tracking to unveil differences between kids and teens in coding activities S Papavlasopoulou, K Sharma, M Giannakos, L Jaccheri proceedings of the 2017 conference on interaction design and children, 171-181, 2017 | 59 | 2017 |
Studying teacher orchestration load in technology-enhanced classrooms: a mixed-method approach and case study LP Prieto, K Sharma, P Dillenbourg Design for Teaching and Learning in a Networked World: 10th European …, 2015 | 59 | 2015 |
Utilizing multimodal data through fsQCA to explain engagement in adaptive learning Z Papamitsiou, IO Pappas, K Sharma, MN Giannakos IEEE Transactions on Learning Technologies 13 (4), 689-703, 2020 | 56 | 2020 |
Predicting learners' effortful behaviour in adaptive assessment using multimodal data K Sharma, Z Papamitsiou, JK Olsen, M Giannakos Proceedings of the tenth international conference on learning analytics …, 2020 | 56 | 2020 |
Understanding collaborative program comprehension: Interlacing gaze and dialogues K Sharma, P Jermann, MA Nüssli, P Dillenbourg International Society of the Learning Sciences, 2013 | 56 | 2013 |