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Rafael Calvo

Research Collaborator
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Electrical and Information Engineering, University of Sydney
+61 2 9351 8171

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

Intelligent Information systems

I am interested in building computer systems that deliver the right information, to the right person at the right time. We use a number of techniques to build such systems, including machine learning algorithms. We are building a number of these "Intelligent Information systems" with a number of partners, including New South Wales Institue of Sports, dotLRN consortium, Australian Biosecurity CRC and Capital Markets Collaborative Research Centre.

We have created Intelligent Learning Management Systems as an extension to the dotLRN LMS. We are developing mobile applications for the early detection of infectious disease in Australian farms with the Australian Biosecurity CRC and systems to manage textual information used by financial analysts and advisors all over the world with the Capital Markets Collaborative Research Centre.

Projects
Publications

2013

Southavilay, Vilaythong; Yacef, Kalina; Reimann, Peter; Calvo, Rafael A

Analysis of Collaborative Writing Processes Using Revision Maps and Probabilistic Topic Models Inproceedings

Conference on Learning Analytics and Knowledge (LAK), pp. 38-47, 2013.

BibTeX

2012

Calvo, R A; Aditomo, A; Southavilay, V; Yacef, K

The use of text and process mining techniques to study the impact of feedback on students’ writing processes Journal Article

pp. 416-423, 2012.

BibTeX

2011

Calvo, Rafael A; O’Rourke, Stephen T; Jones, Janet; Yacef, Kalina; Reimann, Peter

Collaborative Writing Support Tools on the Cloud Journal Article

IEEE Transactions on Learning Technologies, 4 , pp. 88-97, 2011.

BibTeX

2010

Southavilay, Vilaythong; Yacef, Kalina; Calvo, Rafael A

Process Mining to Support Students’ Collaborative Writing (Best Student Paper Award) Inproceedings

Educational Data Mining conference proceedings, pp. 257-266, Pittsburgh, USA, 2010.

BibTeX

Southavilay, Vilaythong; Yacef, Kalina; Calvo, Rafael A

Analysis of Collaborative Writing Processes Using Hidden Markov Models and Semantic Heuristics Inproceedings

Submitted to Workshop on Semantic Aspects in Data Mining (SADM) at ICDM2010, pp. 543-548, 2010.

BibTeX

Reimann, Peter; Calvo, Rafael; Yacef, Kalina; Southavilay, Vilaythong

Comprehensive Computational Support for Collaborative Learning from Writing Inproceedings

International Conference on Computers in Education (ICCE), Putrajaya, Malaysia, 2010.

BibTeX

2009

Southavilay, Vilaythong; Yacef, Kalina; Calvo, Rafael A

WriteProc: A Framework for Exploring Collaborative Writing Processes Inproceedings

to appear in Australasian Document Computing Symposium (ADCS'09), 2009.

BibTeX

2008

AlZoubi, Omar; Koprinska, Irena; Calvo, Rafael A

Classification of Brain-Computer Interface Data Inproceedings

Data Mining and Analytics 2008, Proceedings of the Seventh Australasian Data Mining Conference (AusDM), pp. 123–131, 2008.

BibTeX

2002

Calvo, R; Ellis, R; Kay, J; Kummerfeld, R J; Levy, D

Conceptual Integrity in Web-Inclusive Curriculum Design Inproceedings

Online Proceedings of AUSWEB2002, Australian World Wide Web Conference, pp. 438-445, Sunshine Coast, Queensland, 2002.

Links | BibTeX