Papers
Data Science
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Krzywicki, A., Heap, B., Bain, M., Wobcke, W. & Schmeidl, S. (2018)
Using Word Embeddings with Linear Models for Short Text Classification.
In Mitrovic, T., Xue, B. & Li, X. (Eds)
AI 2018: Advances in Artificial Intelligence.
Springer, Cham.
- Krzywicki, A., Wobcke, W., Bain, M., Schmeidl, S. & Heap, B. (2018)
A Knowledge Acquisition Method for Event Extraction and Coding Based on Deep Patterns.
In Yoshida, K. & Lee, M. (Eds)
Knowledge Management and Acquisition for Intelligent Systems.
Springer, Cham.
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Katz, G., Heap, B., Wobcke, W., Bain, M. & Kannangara, S. (2018)
Analysing TV Audience Engagement via Twitter: Incremental Segment-Level Opinion Mining of Second Screen Tweets.'
In Geng, X. & Kang, B.-H. (Eds)
PRICAI 2018: Trends in Artificial Intelligence.
Springer, Cham.
- Heap, B., Krzywicki, A., Schmeidl, S., Wobcke, W. & Bain, M. (2017)
A Joint Human/Machine Process for Coding Events and Conflict Drivers.
In Cong, G., Peng, W.-C., Zhang, W.E., Li, C. & Sun, A. (Eds)
Advanced Data Mining and Applications.
Springer, Cham.
- Krzywicki, A., Wobcke, W., Bain, M., Calvo Martinez, J. & Compton, P. (2016)
Data Mining for Building Knowledge Bases: Techniques, Architectures and Applications.
The Knowledge Engineering Review,
31,
97-123.
Recommender Systems
- Wobcke, W., Krzywicki, A., Kim, Y.S., Cai, X., Bain, M., Compton, P. & Mahidadia, A. (2015)
Deployment of a People-to-People Recommender System in Online Dating.
AI Magazine,
36(3),
5-18.
- Krzywicki, A., Wobcke, W., Kim, Y.S., Cai, X., Bain, M., Mahidadia, A. & Compton, P. (2015)
Collaborative Filtering for People-to-People Recommendation in Online Dating: Data Analysis and User Trial.
International Journal of Human-Computer Studies,
76,
50-66.
- Heap, B., Krzywicki, A., Wobcke, W., Bain, M. & Compton, P. (2014)
Combining Career Progression and Profile Matching in a Job Recommender System.
In Pham, D.-N. & Park, S.-B. (Eds)
PRICAI 2014: Trends in Artificial Intelligence.
Springer, Cham.
- Krzywicki, A., Wobcke, W., Kim, Y.S., Cai, X., Bain, M., Compton, P. & Mahidadia, A. (2014)
Evaluation and Deployment of a People-to-People Recommender in Online Dating.
Proceedings of the Twenty-Sixth Annual Conference on Innovative Applications of Artificial Intelligence,
2914-2921.
- Cai, X., Bain, M., Krzywicki, A., Wobcke, W., Kim, Y.S., Compton, P. & Mahidadia, A. (2013)
ProCF: Generalising Probabilistic Collaborative Filtering for Reciprocal Recommendation.
In Pei, J., Tseng, V., Cao, L., Motoda, H. & Xu, G. (Eds)
Advances in Knowledge Discovery and Data Mining.
Springer-Verlag, Berlin.
Best Application Paper Runner up.
- Kim, Y.S., Mahidadia, A., Compton, P., Krzywicki, A., Wobcke, W., Cai, X. & Bain, M. (2012)
People-to-People Recommendation Using Multiple Compatible Subgroups.
In Thielscher, M. & Zhang, D. (Eds)
AI 2012: Advances in Artificial Intelligence.
Springer-Verlag, Berlin.
- Kim, Y.S., Krzywicki, A., Wobcke, W., Mahidadia, A., Compton, P., Cai, X. & Bain, M. (2012)
Hybrid Techniques to Address Cold Start Problems for People to People Recommendation in Social Networks.
In Anthony, P., Ishizuka, M. & Lukose, D. (Eds)
PRICAI 2012: Trends in Artificial Intelligence.
Springer-Verlag, Berlin.
- Ziaei, H., Wobcke, W. & Wong, A. (2012)
User-Oriented Product Search Based on Consumer Values and Lifestyles.
In Richards, D. & Kang, B.H. (Eds)
Knowledge Management and Acquisition for Intelligent Systems.
Springer-Verlag, Berlin.
- Krzywicki, A., Wobcke, W., Cai, X., Bain, M., Mahidadia, A., Compton, P. & Kim, Y.S. (2012)
Using a Critic to Promote Less Popular Candidates in a People-to-People Recommender System.
Proceedings of the Twenty-Fourth Annual Conference on Innovative Applications of Artificial Intelligence,
2305-2310.
- Cai, X., Bain, M., Krzywicki, A., Wobcke, W., Kim, Y.S., Compton, P. & Mahidadia, A. (2012)
Reciprocal and Heterogeneous Link Prediction in Social Networks.
In Tan, P.-N., Chawla, S. & Ho, C.-K. (Eds)
Advances in Knowledge Discovery and Data Mining.
Springer-Verlag, Berlin.
- Cai, X., Bain, M., Krzywicki, A., Wobcke, W., Kim, Y.S., Compton, P. & Mahidadia, A. (2011)
Learning to Make Social Recommendations: A Model-Based Approach.
In Tang, J., King, I., Chen, L. & Wang, J. (Eds)
Advanced Data Mining and Applications.
Springer-Verlag, Berlin.
- Cai, X., Bain, M., Krzywicki, A., Wobcke, W., Kim, Y.S., Compton, P. & Mahidadia, A. (2010)
Learning Collaborative Filtering and Its Application to People to People Recommendation in Social Networks.
Proceedings of the 10th IEEE International Conference on Data Mining,
743-748.
- Krzywicki, A., Wobcke, W., Cai, X., Mahidadia, A., Bain, M., Compton, P. & Kim, Y.S. (2010)
Interaction-Based Collaborative Filtering Methods for Recommendation in Online Dating.
In Chen, L., Triantafillou, P. & Suel, T. (Eds)
Web Information Systems Engineering – WISE 2010.
Springer-Verlag, Berlin.
- Cai, X., Bain, M., Krzywicki, A., Wobcke, W., Kim, Y.S., Compton, P. & Mahidadia, A. (2010)
Collaborative Filtering for People to People Recommendation in Social Networks.
In Li, J. (Ed.)
AI 2010: Advances in Artificial Intelligence.
Springer-Verlag, Berlin.
- Kim, Y.S., Mahidadia, A., Compton, P., Krzywicki, A., Wobcke, W., Bain, M. & Cai, X. (2010)
Automated Recommendation Rule Acquisition for Two-Way Interaction-Based Social Network Web Sites.
Proceedings of the EKAW 2010 Poster and Demo Track.
- Kim, Y.S., Mahidadia, A., Compton, P., Cai, X., Bain, M., Krzywicki, A. & Wobcke, W. (2010)
People Recommendation Based on Aggregated Bidirectional Intentions in Social Network Site.
In Kang, B.-H. & Richards, D. (Eds)
Knowledge Management and Acquisition for Smart Systems and Services.
Springer-Verlag, Berlin.
Intelligent Agent Theory
- Wobcke, W.R. (2015) A Logic of Intention and Action for Regular BDI Agents Based on Bisimulation of Agent Programs.
Autonomous Agents and Multi-Agent Systems,
29,
569-620.
- Wobcke, W.R. (2007)
Reasoning about BDI Agents from a Programming Languages Perspective.
Proceedings of the AAAI 2007 Spring Symposium on Intentions in Intelligent Systems,
48-53.
- Wobcke, W.R. (2006)
An Analysis of Three Puzzles in the Logic of Intention.
In Sattar, A. & Kang, B.-H. (Eds)
AI 2006: Advances in Artificial Intelligence.
Springer-Verlag, Berlin.
- Nguyen, M.H. & Wobcke, W.R. (2006)
A Flexible Framework for SharedPlans.
In Sattar, A. & Kang, B.-H. (Eds)
AI 2006: Advances in Artificial Intelligence.
Springer-Verlag, Berlin.
- Wobcke, W.R., Chee, M. & Ji, K. (2005)
Model Checking for PRS-Like Agents.
In Zhang, S. & Jarvis, R. (Eds)
AI 2005: Advances in Artificial Intelligence.
Springer-Verlag, Berlin.
- Wobcke, W.R. (2004)
Model Theory for PRS-Like Agents: Modelling Belief Update and Action Attempts.
In Zhang, C., Guesgen, H.W. & Yeap, W.K. (Eds)
PRICAI 2004: Trends in Artificial Intelligence.
Springer-Verlag, Berlin.
- Wobcke, W.R. (2002)
Intention and Rationality for PRS-Like Agents.
In McKay, B. & Slaney, J. (Eds)
AI 2002: Advances in Artificial Intelligence.
Springer-Verlag, Berlin.
- Wobcke, W.R. (2002)
Modelling PRS-Like Agents' Mental States.
In Ishizuka, M. & Sattar, A. (Eds)
PRICAI 2002: Trends in Artificial Intelligence.
Springer-Verlag, Berlin.
Agent-Based Modelling
- Ong, M.-S., Magrabi, F., Post, J., Morris, S., Westbrook, J., Wobcke, W., Calcroft, R. & Coiera, E. (2013)
Communication Interventions to Improve Adherence to Infection Control Precautions: A Randomised Crossover Trial.
BMC Infectious Diseases,
13:72.
- Dunn, A.G., Ong, M.-S., Westbrook, J.I., Magrabi, F., Coiera, E. & Wobcke, W.R. (2011)
A Simulation Framework for Mapping Risks in Clinical Processes: The Case of In-Patient Transfers.
Journal of the American Medical Informatics Association,
18,
259-266.
- Wobcke, W.R. & Dunn, A.G. (2011)
Agent-Based Modelling for Risk Assessment of Routine Clinical Processes.
In Desai, N., Liu, A. & Winikoff, M. (Eds)
Principles and Practice of Multi-Agent Systems.
Springer-Verlag, Berlin.
Intelligent Assistants
- Krzywicki, A. & Wobcke, W.R. (2011)
Exploiting Concept Clumping for Efficient Incremental News Article Categorization.
In Tang, J., King, I., Chen, L. & Wang, J. (Eds)
Advanced Data Mining and Applications.
Springer-Verlag, Berlin.
- Krzywicki, A. & Wobcke, W.R. (2010)
Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization.
In Cao, L., Feng, Y. & Zhong, J. (Eds)
Advanced Data Mining and Applications.
Springer-Verlag, Berlin.
- Krzywicki, A., Wobcke, W.R. & Wong, A. (2010)
An Adaptive Calendar Assistant Using Pattern Mining for User Preference Modelling.
Proceedings of the 2010 International Conference on Intelligent User Interfaces,
71-80.
- Krzywicki, A. & Wobcke, W.R. (2009)
Incremental E-Mail Classification and Rule Suggestion Using Simple Term Statistics.
In Nicholson, A. & Li, X. (Eds)
AI 2009: Advances in Artificial Intelligence.
Springer-Verlag, Berlin.
- Wobcke, W.R., Krzywicki, A. & Chan, Y.-W.R. (2008)
A Large-Scale Evaluation of an E-Mail Management Assistant.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology,
438-442.
- Krzywicki, A. & Wobcke, W.R. (2008)
Closed Pattern Mining for the Discovery of User Preferences in a Calendar Assistant.
In Nguyen, N.T. & Katarzyniak, R. (Eds)
New Challenges in Applied Intelligence Technologies.
Springer-Verlag, Berlin.
- Wong, A., Nguyen, A. & Wobcke, W.R. (2007)
Robustness of a Spoken Dialogue Interface for a Personal Assistant.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology,
123-127.
- Bokharouss, I., Wobcke, W.R., Chan, Y.-W.R., Limaru, Y.A. & Wong, A. (2007)
A Location-Aware Mobile Call Handling Assistant.
Proceedings of the 21st IEEE International Conference on Advanced Information Networking and Applications Workshops/Symposia
(Symposium on Ubiquitous Computing and Intelligence),
282-289.
- Wobcke, W.R., Nguyen, A., Ho, V.H. & Krzywicki, A. (2007)
The Smart Personal Assistant: An Overview.
Proceedings of the AAAI 2007 Spring Symposium on Interaction Challenges for Intelligent Assistants,
135-136.
- Nguyen, A. & Wobcke, W.R. (2006)
Extensibility and Reuse in an Agent-Based Dialogue Model.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops
(International Workshop on Communication Between Human and Artificial Agents),
367-371.
- Wobcke, W.R., Chan, Y.-W.R. & Limaru, Y.A. (2006)
A Call Handling Assistant for Mobile Devices.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology,
717-720.
- Nguyen, A. & Wobcke, W.R. (2006)
An Adaptive Plan-Based Dialogue Agent: Integrating Learning into a BDI Architecture.
Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems,
786-788.
- Wobcke, W.R., Ho, V.H., Nguyen, A. & Krzywicki, A. (2005)
A BDI Agent Architecture for Dialogue Modelling and Coordination in a Smart Personal Assistant.
Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology,
323-329.
- Nguyen, A. & Wobcke, W.R. (2005)
An Agent-Based Approach to Dialogue Management in Personal Assistants.
Proceedings of the 2005 International Conference on Intelligent User Interfaces,
137-144.
- Ho, V.H., Wobcke, W.R. & Compton, P.J. (2003)
EMMA: An E-Mail Management Assistant.
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology,
67-74.
- Azvine, B., Djian, D.P., Tsui, K.C. & Wobcke, W.R. (2000)
The Intelligent Assistant: An Overview.
In Azvine, B., Azarmi, N. & Nauck, D.D. (Eds)
Intelligent Systems and Soft Computing.
Springer-Verlag, Berlin.
- Wobcke, W.R. (2000) Time Management in the Intelligent Assistant.
In Azvine, B., Azarmi, N. & Nauck, D.D. (Eds)
Intelligent Systems and Soft Computing.
Springer-Verlag, Berlin.
Plan Recognition
Conditional Logic
Belief Revision
Wayne Wobcke (w.wobcke@unsw.edu.au)Last modified: Tuesday, December 4, 2018