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Roberto Martínez-Maldonado

PhD Graduate
Roberto Martinez is currently doing his PhD with the Computer Human Adapted Interaction Research Group at the University of Sydney.
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Research Fellow at Connected Intelligence Centre, UTS
+61 2 9351 5711

School of Information Technologies
Level 3 West, Building J12
University of Sydney
NSW, 2006, Australia

Educational Data Mining, Intelligent Tutoring Systems, Collaborative Systems, Human Computer Interaction

Roberto Martinez is currently doing his PhD with the Computer Human Adapted Interaction Research Group at the University of Sydney. His research is supported by the University of Sydney World Scholars program and Fundacion Pablo Garcia. His interests are broad and varied. They include using data mining techniques to improve children education, computing for the future of the planet, using of available technologies for capturing traces of collaboration and helping students through the implementation of intelligent tutors.

Contributions

Projects
Publications

2016

Clayphan, Andrew; Martinez-Maldonado, Roberto; Tomitsch, Martin; Atkinson, Susan; Kay, Judy

An In-the-Wild Study of Learning to Brainstorm: Comparing Cards, Tabletops and Wall Displays in the Classroom Journal Article

Interacting with Computers, 28 (6), pp. 788-810, 2016.

Abstract | Links | BibTeX

Martinez-Maldonado, Roberto; Pardo, Abelardo; Mirriahi, Negin; Yacef, Kalina; Kay, Judy; Clayphan, Andrew

LATUX: An Iterative Workflow for Designing, Validating, and Deploying Learning Analytics Visualizations Journal Article

Journal of learning Analytics, pp. to apear, 2016.

BibTeX

Martinez-Maldonado, Roberto; Goodyear, Peter; Kay, Judy; Thompson, Kate; Carvalho, Lucila

An Actionable Approach to Understand Group Experience in Complex, Multi-surface Spaces Inproceedings

CHI'16, May 07-12, 2016, San Jose, CA, USA, pp. to apear, 2016.

Abstract | Links | BibTeX

2015

Martinez-Maldonado, Roberto; Pardo, Abelardo; Mirriahi, Negin; Yacef, Kalina; Kay, Judy; Clayphan, Andrew

A Workflow for Designing and Deploying Awareness Tools for Technology-Enabled Learning Environments Inproceedings

LAK15, Learning Analytics and Knowledge, pp. to apear, ACM, 2015.

BibTeX

Martinez-Maldonado, Roberto; Clayphan, Andrew; Kay, Judy

Deploying and Visualising Teacher's Scripts of Small Group Activities in a Multi-surface Classroom Ecology: a Study in-the-wild Journal Article

Computer Supported Cooperative Work, 24 (2-3), pp. 177–221, 2015.

Links | BibTeX

Martinez-Maldonado, Roberto; Yacef, Kalina; Kay, Judy

TSCL: A conceptual model to inform understanding of collaborative learning processes at interactive tabletops Journal Article

Int. J. Hum.-Comput. Stud., 83 , pp. 62–82, 2015.

Links | BibTeX

Martinez-Maldonado, Roberto; Pardo, Abelardo; Mirriahi, Negin; Yacef, Kalina; Kay, Judy; Clayphan, Andrew

The LATUX workflow: designing and deploying awareness tools in technology-enabled learning settings Inproceedings

Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, LAK '15, Poughkeepsie, NY, USA, March 16-20, 2015, pp. 1–10, 2015.

Links | BibTeX

Martinez-Maldonado, Roberto; Clayphan, Andrew; Kay, Judy

Deploying and Visualising Teacher's Scripts of Small Group Activities in a Multi-surface Classroom Ecology: a Study in-the-wild Journal Article

Computer Supported Cooperative Work (CSCW), 24 (2-3), pp. 177–221, 2015.

BibTeX

2014

Martinez-Maldonado, Roberto; Clayphan, Andrew; Yacef, Kalina; Kay, Judy

Towards Providing Notifications to Enhance Teacher’s Awareness in the Classroom Inproceedings

International Conference on Intelligent Tutoring Systems, ITS, pp. 510–515, Springer 2014.

BibTeX

Lemonnier, Catherine; Martinez-Maldonado, Roberto; Yacef, Kalina

"Tell me about the process": Exploring Visual Analytics to unveil Collaboration and Concept Mapping Processes Inproceedings

Workshop on Intelligent Support for Learning in Groups, held at International Conference on Intelligent Tutoring Systems, ITS 2014, Honolulu, Hawaii, US, 2014.

BibTeX

Clayphan, Andrew; í, Roberto Mart; Kay, Judy; Bull, Susan

Scaffolding Reflection for Collaborative Brainstorming Inproceedings

Intelligent Tutoring Systems (ITS), pp. 615-616, Springer International Publishing, Honolulu, HI, USA, 2014, ISBN: 978-3-319-07220-3.

BibTeX

2013

Martinez-Maldonado, Roberto; Yacef, Kalina; Dimitriadis, Yannis; Edbauer, Maresa; Kay, Judy

MTClassroom and MTDashboard: supporting analysis of teacher attention in an orchestrated multi-tabletop classroom Inproceedings

International Conference on Computer-Supported Collaborative Learning, CSCL 2013, pp. 119-128, 2013.

BibTeX

Martinez-Maldonado, Roberto; Yacef, Kalina; Kay, Judy

Data Mining in the Classroom: Discovering Groups’ Strategies at a Multi-tabletop Environment Inproceedings

International Conference on Educational Data mining, EDM 2013, pp. 121-128, 2013.

BibTeX

Martinez-Maldonado, Roberto; Yacef, Kalina; Kay, Judy

An automatic approach for mining patterns of collaboration around an interactive tabletop. Inproceedings

International Conference on Artificial Intelligence in Education, AIED 2013, pp. 101-110, 2013.

BibTeX

Clayphan, Andrew; Martinez-Maldonado, Roberto; Kay, Judy

Open learner models to support reflection on brainstorming at interactive tabletops. Inproceedings

International Conference on Artificial Intelligence in Education, AIED 2013, pp. 683-686, 2013.

BibTeX

Clayphan, Andrew; Martinez-Maldonado, Roberto; Kay, Judy

Designing OLMs for Reflection about Group Brainstorming at Interactive Tabletops Inproceedings

2nd Workshop on Intelligent Support for Learning in Groups at the 16th International Conference on Artificial Intelligent in Education, pp. 27-36, 2013.

BibTeX

Kharrufa, Ahmed; Martinez-Maldonado, Roberto; Kay, Judy; Olivier, Patrick

Extending tabletop application design to the classroom Inproceedings

International Conference on Interactive Tabletops and Surfaces, ITS 2013, pp. 115-124, 2013.

BibTeX

Clayphan, Andrew; Martinez-Maldonado, Roberto; Ackad, Christopher; Kay, Judy

An approach for designing and evaluating a plug-in vision-based tabletop touch identification system Inproceedings

OzCHI, Australian HCI Conference, pp. 373-382, 2013.

BibTeX

Martinez-Maldonado, Roberto; Dimitriadis, Yannis; Clayphan, Andrew; Muñoz-Cristóbal, Juan Alberto; Kay, Judy; Prieto, Luis Pablo; Rodríguez-Triana, Maria Jesús

Integrating orchestration of ubiquitous and pervasive learning environments Inproceedings

OzCHI, Australian HCI Conference, pp. 189-192, 2013.

BibTeX

Martinez-Maldonado, Roberto; Dimitriadis, Yannis; 'e, Alejandra Martinez-Mon; Kay, Judy; Yacef, Kalina

Capturing and analyzing verbal and physical collaborative learning interactions at an enriched interactive tabletop Journal Article

International Journal of Computer-Supported Collaborative Learning, ijCSCL, 8 (4), pp. 455–485, 2013.

BibTeX

2012

Martinez-Maldonado, Roberto; Clayphan, Andrew; Yacef, Kalina; Kay, Judy; Ackad, Christopher James

Sensing, Tracking and Modelling with Ignition - a framework for supporting classroom collaboration. Inproceedings

Educational Interfaces, Software, and Technology 2012: 3rd Workshop on UI Technologies and Educational Pedagogy, Austin, Texas, 2012.

Links | BibTeX

Martinez-Maldonado, Roberto; Kay, Judy; Yacef, Kalina; Schwendimann, Beat

Unpacking traces of collaboration from multimodal data of collaborative concept mapping at a tabletop Inproceedings

International Conference of the Learning Sciences: The Future of learning, ICLS 2012, pp. 241-245, 2012.

BibTeX

Martinez-Maldonado, Roberto; Kay, Judy; Yacef, Kalina

ANALYSING KNOWLEDGE GENERATION AND ACQUISITION FROM INDIVIDUAL AND FACE-TO-FACE COLLABORATIVE CONCEPT MAPPING Inproceedings

Canas, A J; Novak, J D; Vanhear, J (Ed.): Concept Maps: Theory, Methodology, Technology Proc. of the Fifth Int. Conference on Concept Mapping, pp. 17-24, 2012.

BibTeX

Martinez-Maldonado, Roberto; Dimitriadis, Yannis; Kay, Judy; Yacef, Kalina; -T, M; Edbauer,

Orchestrating a multi-tabletop classroom: from activity design to enactment and reflection Inproceedings

Proceedings of Interactive Tabletops and Surfaces, ITS 2012, pp. 119-128, ACM, 2012.

BibTeX

Martinez-Maldonado, Roberto; Yacef, Kalina; Kay, Judy; Schwendimann, Beat

An Interactive Teacher's Dashboard for Monitoring Groups in a Multi-tabletop Learning Environment Inproceedings

Proceedings of Intelligent Tutoring Systems, ITS 2012, pp. 482-492, Springer, 2012.

BibTeX

Maldonado, Roberto Martínez; Yacef, Kalina; Kay, Judy

Speaking (and touching) to learn: a method for mining the digital footprints of face-to-face collaboration Inproceedings

Proceedings of the 5th International Conference on Educational Data Mining, EDM 2012, pp. 232-233, 2012.

BibTeX

Sladescu, Matthew; Fekete, Alan; Lee, Kevin; Liu, Anna

Event Aware Workload Prediction: A Study Using Auction Events Inproceedings

Wang, X.Sean ; Cruz, Isabel ; Delis, Alex ; Huang, Guangyan (Ed.): Web Information Systems Engineering - WISE 2012, pp. 368-381, Springer Berlin Heidelberg, 2012, ISBN: 978-3-642-35062-7.

Links | BibTeX