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Josiah Poon

CHAI Principal
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Faculty Member
+61 2 9351 7185

School of Information Technologies
Room 451, Building J12
University of Sydney
NSW, 2006, Australia

Learning - behaviour pattern: user and/or group of users (recommender systems), data mining & prediction, detection of computer virus and network hacking, text data mining. HCI - interaction using contextual information, aka Proactive Information Environments (PIE), adaptive information presentation. Evolutionary computing, computational models of design and creativity, case-based reasoning and Integration of symbolic and sub-symbolic reasoning.

Projects
Publications

2008

Chan, Jason; Koprinska, Irena; Poon, Josiah

Semi-Supervised Classification Using Bridging Journal Article

International Journal on Artificial Intelligence Tools, 17 (3), pp. 415–431, 2008.

BibTeX

2007

Koprinska, Irena; Poon, Josiah; Clark, James; Chan, Jason

Learning to classify e-mail Journal Article

Inf. Sci., 177 (10), pp. 2167–2187, 2007.

BibTeX

Chan, Jason; Poon, Josiah; Koprinska, Irena

Enhancing the Performance of Semi-Supervised Classification Algorithms with Bridging Inproceedings

Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference (FLAIRS), pp. 580–585, 2007.

BibTeX

2005

Holden, Sam; Kay, Judy; Poon, Josiah; Yacef, Kalina

Workflow-Based Personalised Document Delivery (Just-in-time training system) Journal Article

Journal of Interactive Learning, 4 (1), pp. 131-148, 2005.

Links | BibTeX

2004

Holden, Sam; Kay, Judy; Poon, Josiah; Yacef, Kalina

JITT, Just-In-Time Training System Technical Report Technical Report

Sydney, 2004.

BibTeX

Chan, Jason; Koprinska, Irena; Poon, Josiah

Co-Training on Textual Documents with a Single Natural Feature Set Inproceedings

Proceedings of the Ninth Australasian Document Computing Symposium (ADCS), pp. 47–54, 2004.

BibTeX

Chan, Jason; Koprinska, Irena; Poon, Josiah

Co-training with a Single Natural Feature Set Applied to Email Classification Inproceedings

IEEE/WIC/ACM International Conference on Web Intelligence, pp. 586–589, 2004.

BibTeX

2003

Mak, Harry; Koprinska, Irena; Poon, Josiah

INTIMATE: A Web-Based Movie Recommender Using Text Categorization Inproceedings

2003 IEEE / WIC International Conference on Web Intelligence, pp. 602–605, 2003.

BibTeX

Clark, James; Koprinska, Irena; Poon, Josiah

A Neural Network Based Approach to Automated E-Mail Classification Inproceedings

2003 IEEE / WIC International Conference on Web Intelligence, pp. 702–705, 2003.

BibTeX

Davis, J; Kay, J; Kummerfeld, B; Poon, J; Quigley, A; Saunders, G; Yacef, K

Workflow, user modeling and tutoring strategies for just-in-time document delivery Inproceedings

Alem, L; McLean, A (Ed.): Online Supplementary Proceedings (Volume X) of AIED 2003, Artificial Intelligence in Education, pp. 664-673, Sydney, 2003.

Links | BibTeX

Davis, J; Kay, J; Kummerfeld, B; Poon, J; Quigley, A; Saunders, G; Yacef, K; Alem, L; McLean, A

Using Workflow, User Modeling and Tutoring Strategies for Just-in-time Document Delivery Inproceedings

Proceedings of Artificial Intelligence in Education (AIED'03), pp. 664–673, University of Sydney, Australia, Sydney, 2003.

BibTeX

2002

Davis, J; Kay, J; Lin, K; Poon, J; Quigley, A; Yacef, K

Workflow Based Just-in-time Training Inproceedings

Kay, J; Thom, J (Ed.): Proceedings of ADCS 2002, Australian Document Computing Symposium, pp. 145-148, ADCS, Sydney, 2002.

Links | BibTeX