| Generative AI in higher education: A global perspective of institutional adoption policies and guidelines Y Jin, L Yan, V Echeverria, D Gašević, R Martinez-Maldonado Computers and Education: Artificial Intelligence 8, 100348, 2025 | 316 | 2025 |
| Human-centred learning analytics and AI in education: A systematic literature review R Alfredo, V Echeverria, Y Jin, L Yan, Z Swiecki, D Gašević, ... Computers and Education: Artificial Intelligence 6, 100215, 2024 | 227 | 2024 |
| From data to insights: A layered storytelling approach for multimodal learning analytics R Martinez-Maldonado, V Echeverria, G Fernandez Nieto, ... Proceedings of the 2020 chi conference on human factors in computing systems …, 2020 | 176 | 2020 |
| Driving data storytelling from learning design V Echeverria, R Martinez-Maldonado, R Granda, K Chiluiza, C Conati, ... Proceedings of the 8th international conference on learning analytics and …, 2018 | 159 | 2018 |
| Towards collaboration translucence: Giving meaning to multimodal group data V Echeverria, R Martinez-Maldonado, S Buckingham Shum Proceedings of the 2019 chi conference on human factors in computing systems …, 2019 | 143 | 2019 |
| Exploratory versus Explanatory Visual Learning Analytics: Driving Teachers' Attention through Educational Data Storytelling V Echeverria, S Martinez-Maldonado, Roberto, Buckingham Shum, ... Journal of Learning Analytics 5 (3), 72-97, 2018 | 111 | 2018 |
| Physical learning analytics: A multimodal perspective R Martinez-Maldonado, V Echeverria, OC Santos, ADPD Santos, K Yacef Proceedings of the 8th international conference on learning analytics and …, 2018 | 101 | 2018 |
| Human-ai collaboration in thematic analysis using chatgpt: A user study and design recommendations L Yan, V Echeverria, GM Fernandez-Nieto, Y Jin, Z Swiecki, L Zhao, ... Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024 | 85 | 2024 |
| What do you mean by collaboration analytics? A conceptual model R Martinez-Maldonado, D Gašević, V Echeverria, G Fernandez Nieto, ... Journal of Learning Analytics, 2021 | 77 | 2021 |
| Where is the nurse? Towards automatically visualising meaningful team movement in healthcare education V Echeverria, R Martinez-Maldonado, T Power, C Hayes, SB Shum International conference on artificial intelligence in education, 74-78, 2018 | 65 | 2018 |
| How teachers conceptualise shared control with an AI co‐orchestration tool: A multiyear teacher‐centred design process LEM Lawrence, V Echeverria, K Yang, V Aleven, N Rummel British Journal of Educational Technology 55 (3), 823-844, 2024 | 63 | 2024 |
| Lessons learnt from a multimodal learning analytics deployment in-the-wild R Martinez-Maldonado, V Echeverria, G Fernandez-Nieto, L Yan, L Zhao, ... ACM Transactions on Computer-Human Interaction 31 (1), 1-41, 2023 | 62 | 2023 |
| Evidence‐based multimodal learning analytics for feedback and reflection in collaborative learning L Yan, V Echeverria, Y Jin, G Fernandez‐Nieto, L Zhao, X Li, R Alfredo, ... British Journal of Educational Technology 55 (5), 1900-1925, 2024 | 60 | 2024 |
| Designing translucent learning analytics with teachers: An elicitation process R Martinez-Maldonado, D Elliott, C Axisa, T Power, V Echeverria, ... Interactive Learning Environments 30 (6), 1077-1091, 2022 | 59 | 2022 |
| Moodoo: indoor positioning analytics for characterising classroom teaching R Martinez-Maldonado, V Echeverria, J Schulte, A Shibani, ... International conference on artificial intelligence in education, 360-373, 2020 | 59 | 2020 |
| Presentation skills estimation based on video and kinect data analysis V Echeverría, A Avendaño, K Chiluiza, A Vásquez, X Ochoa Proceedings of the 2014 ACM workshop on Multimodal Learning Analytics …, 2014 | 59 | 2014 |
| Pair-up: prototyping human-AI co-orchestration of dynamic transitions between individual and collaborative learning in the classroom KB Yang, V Echeverria, Z Lu, H Mao, K Holstein, N Rummel, V Aleven Proceedings of the 2023 CHI conference on human factors in computing systems …, 2023 | 53 | 2023 |
| Data storytelling in data visualisation: Does it enhance the efficiency and effectiveness of information retrieval and insights comprehension? H Shao, R Martinez-Maldonado, V Echeverria, L Yan, D Gasevic Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems …, 2024 | 52 | 2024 |
| How do teachers use dashboards enhanced with data storytelling elements according to their data visualisation literacy skills? S Pozdniakov, R Martinez-Maldonado, YS Tsai, V Echeverria, ... LAK23: 13th international learning analytics and knowledge conference, 89-99, 2023 | 47 | 2023 |
| VizChat: Enhancing Learning Analytics Dashboards with Contextualised Explanations using Multimodal Generative AI Chatbots L Yan, L Zhao, V Echeverria, Y Jin, R Alfredo, X Li, D Gaševic, ... | 46 | 2024 |
Roberto Martinez-MaldonadoAssociate Professor, Monash University, AustraliaVerified email at monash.edu
