Papers

Data Science

• 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.
• 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

• Wobcke, W.R. (2002) Two Logical Theories of Plan Recognition. Journal of Logic and Computation, 12, 371-412.

Conditional Logic

• Wobcke, W.R. (2000) An Information-Based Theory of Conditionals. Notre Dame Journal of Formal Logic, 41, 95-141.

Belief Revision

• Wobcke, W.R. (1995) Belief Revision, Conditional Logic and Nonmonotonic Reasoning. Notre Dame Journal of Formal Logic, 36, 55-102.

Last modified: Tuesday, December 4, 2018