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Contact Details

E-mail: irena.koprinska@sydney.edu.au
Phone: +61 2 9351 3764

School of Information Technologies
Room 450, Building J12
University of Sydney
NSW, 2006, Australia

Web-site: http://sydney.edu.au/it/~irena

Research Interests

Pattern recognition, Machine Learning, Neural Networks, Data Mining - algorithms and applications; Multimedia, Video Processing, Digital Libraries, Information Retrieval.

About

Recent Publications

L. Pizzato, T. Rej, J. Akehurst, I. Koprinska, K. Yacef, and J. Kay. Recommending people to people: The nature of reciprocal recommenders with a case study in online dating. User Modeling and User-Adapted Interaction: The Journal of Personalization Research, pages 1-42:online first, 2013. [View Details]

L. A. Pizzato, J. Akehurst, C. Silvestrini, I. Koprinska, K. Yacef, and J. Kay. The effect of suspicious profiles on people recommenders. In J. Masthoff, B. Mobasher, M. C. Desmarais, and R. Nkambou, editors, 20th International Conference on User Modeling, Adaptation and Personalization (UMAP 2012), pages 225-236. Springer, 2012. [View Details]

J. Akehurst, I. Koprinska, K. Yacef, L. Pizzato, J. Kay, and T. Rej. Explicit and implicit user preferences in online dating. New Frontiers in Applied Data Mining, pages 15-27, 2012. [View Details]

L. A. Pizzato, T. Rej, K. Yacef, I. Koprinska, and J. Kay. Finding someone you will like and who won't reject you. In Proceedings of the 19th International Conference on User Modeling, Adaptation and Personalization, UMAP 2011, pages 269-280, 2011. [View Details]

J. Akehurst, I. Koprinska, K. Yacef, L. Pizzato, J. Kay, and T. Rej. Explicit and implicit user preferences in online dating. In The Behavior Informatics 2011 (BI2011) Workshop - The 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD2011), May 2011. [View Details]

J. Akehurst, I. Koprinska, K. Yacef, L. Pizzato, J. Kay, and T. Rej. A hybrid content-collaborative reciprocal recommender for online dating. In International Joint Conference on Artificial Intelligence, pages 2199-2204, 2011. [View Details]

J. Kay, I. Koprinska, and K. Yacef. Educational Data Mining to Support Group Work in Software Development Projects, pages 173-186. Handbook of Educational Data Mining. Taylor and Francis, 2010. [View Details]

L. Pizzato, T. Rej, T. Chung, I. Koprinska, and J. Kay. Recon: A reciprocal recommender for online dating. Technical Report 653, School of Information Technologies, University of Sydney, 2010. [View Details]

L. Pizzato, T. Rej, T. Chung, I. Koprinska, K. Yacef, and J. Kay. Learning user preferences in online dating. In Proceedings of the Preference Learning (PL-10) Tutorial and Workshop, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2010. [View Details]

L. Pizzato, T. Rej, T. Chung, I. Koprinska, and J. Kay. Recon: a reciprocal recommender for online dating. In Proceedings of the fourth ACM conference on Recommender systems, RecSys '10, pages 207-214, New York, NY, USA, 2010. ACM. [View Details]

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