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Select Publications

Book Chapters

Heap B; Krzywicki A; Wobcke W; Bain M; Compton P, 2014, 'Combining Career Progression and Profile Matching in a Job Recommender System', in Lecture Notes in Computer Science, Springer International Publishing, pp. 396 - 408, http://dx.doi.org/10.1007/978-3-319-13560-1_32

Ziaei H; Wobcke W; Wong A, 2012, 'User-Oriented Product Search Based on Consumer Values and Lifestyles', in Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp. 313 - 327, http://dx.doi.org/10.1007/978-3-642-32541-0_27

Krzywicki A; Wobcke W, 2008, 'Closed Pattern Mining for the Discovery of User Preferences in a Calendar Assistant', in Nguyen NT; Katarzyniak R (ed.), New Challenges in Applied Intelligence Technologies, Springer-Verlag, Berlin, pp. 67 - 76

Azvine B; Djian D; Tsui KC; Wobcke W, 2000, 'The Intelligent Assistant: An Overview', in Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp. 215 - 238, http://dx.doi.org/10.1007/10720181_9

Wobcke W, 2000, 'Time Management in the Intelligent Assistant', in Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp. 301 - 320, http://dx.doi.org/10.1007/10720181_13

Journal articles

Wobcke W; Mariyah S, 2023, 'Machine learning and data augmentation in the proxy means test for poverty targeting', Statistical Journal of the IAOS, 39, pp. 961 - 977, http://dx.doi.org/10.3233/SJI-230033

Wobcke W; Compton C; Johns F; Lamchek J; Mariyah S, 2022, 'Nowcasting for Hunger Relief: A Study of Promise and Perils', Information Technology for Development, 29, pp. 27 - 47, http://dx.doi.org/10.1080/02681102.2022.2092438

Kannangara S; Wobcke W, 2022, 'Determining political interests of issue-motivated groups on social media: joint topic models for issues, sentiment and stance', Journal of Computational Social Science, 5, pp. 811 - 840, http://dx.doi.org/10.1007/s42001-021-00146-4

Wobcke W; Krzywicki A, 2022, 'Empirical software engineering for evaluating adaptive task-oriented personal assistants: a case study in human/machine event extraction and coding', International Journal of Agent-Oriented Software Engineering, 7, pp. 184 - 184, http://dx.doi.org/10.1504/ijaose.2022.122647

Krzywicki A; Wobcke W, 2022, 'Empirical software engineering for evaluating adaptive task-oriented personal assistants: a case study in human/machine event extraction and coding', International Journal of Agent-Oriented Software Engineering, 7, pp. 184 - 184, http://dx.doi.org/10.1504/ijaose.2022.10046995

Krzywicki A; Wobcke W; Bain M; Calvo Martinez J; Compton P, 2016, 'Data mining for building knowledge bases: Techniques, architectures and applications', Knowledge Engineering Review, 31, pp. 97 - 123, http://dx.doi.org/10.1017/S0269888916000047

wobcke W; Krzywicki A; Kim Y; Cai X; Bain M; Compton P; Mahidadia A, 2015, 'A Deployed People-to-People Recommender System in Online Dating', AI Magazine, 36, http://dx.doi.org/10.1609/aimag.v36i3.2599

Wobcke W, 2015, 'A logic of intention and action for regular BDI agents based on bisimulation of agent programs', Autonomous Agents and Multi-Agent Systems, 29, pp. 569 - 620, http://dx.doi.org/10.1007/s10458-014-9263-3

Krzywicki A; Wobcke W; Kim YS; 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, pp. 50 - 66, http://dx.doi.org/10.1016/j.ijhcs.2014.12.003

Wobcke W, 2014, 'A logic of intention and action for regular BDI agents based on bisimulation of agent programs', Autonomous Agents and Multi-Agent Systems, http://dx.doi.org/10.1007/s10458-014-9263-3

Ong M; Magrabi F; Post J; Morris S; Westbrook J; Wobcke W; Calcroft RM; Coiera E, 2013, 'Communication interventions to improve adherence to infection control precautions: a randomised crossover trial', BMC Infectious Diseases, 13, pp. 72, http://dx.doi.org/10.1186/1471-2334-13-72

Dunn AG; Ong M; Westbrook J; Magrabi F; Coiera E; Wobcke W, 2011, 'A simulation framework for mapping risks in clinical processes: the case of in-patient transfers', American Medical Informatics Association Annual Symposium Proceedings, 18, pp. 256 - 259, http://dx.doi.org/10.1136/amiajnl-2010-000075

Wobcke W, 2002, 'Two Logical Theories of Plan Recognition', Journal of Logic and Computation, 12, pp. 371 - 412

Wobcke W, 2000, 'An information-based theory of conditionals', Notre Dame Journal of Formal Logic, 41, pp. 95 - 141, http://dx.doi.org/10.1305/ndjfl/1038234607

Djian D; Azarmi N; Azvine B; Tsui KC; Wobcke W, 2000, 'Towards human-centred intelligent systems - the intelligent assistant', BT Technology Journal, 18, pp. 91 - 92, http://dx.doi.org/10.1023/A:1026590224641

Azvine B; Wobcke W, 1998, 'Human-centred intelligent systems and soft computing', BT Technology Journal, 16, pp. 125 - 133, http://dx.doi.org/10.1023/A:1009694302662

Wobcke W, 1995, 'Belief revision, conditional logic and nonmonotonic reasoning', Notre Dame Journal of Formal Logic, 36, pp. 55 - 102, http://dx.doi.org/10.1305/ndjfl/1040308829

Conference Papers

Mariyah S; Wobcke W, 2023, 'Domain Adaptation with Joint Loss for Consistent Regression and Ordinal Classification in the Proxy Means Test for Poverty Targeting', in Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence, International Joint Conferences on Artificial Intelligence Organization, pp. 7403 - 7411, presented at Thirty-Third International Joint Conference on Artificial Intelligence {IJCAI-24}, 19 August 2023 - 25 August 2023, http://dx.doi.org/10.24963/ijcai.2024/819

Mezza S; Wobcke W; Blair A, 2022, 'A Multi-Dimensional, Cross-Domain and Hierarchy-Aware Neural Architecture for ISO-Standard Dialogue Act Tagging', in Calzolari N (ed.), Proceedings of the 29th International Conference on Computational Linguistics, International Committee on Computational Linguistics, Gyeongju, Republic of Korea, pp. 542 - 552, presented at International Conference on Computational Linguistics, Gyeongju, Republic of Korea, 12 October 2022 - 17 October 2022, https://aclanthology.org/2022.coling-1.45

Kannangara S; Wobcke W, 2019, 'Weakly Supervised Joint Entity-Sentiment-Issue Model for Political Opinion Mining', in PRICAI 2019 : Trends in artificial intelligence : 16th Pacific Rim International Conference on artificial intelligence Cuvu, Yanuca Island, Fiji, August 26-30, 2019 proceedings, Cuvu, Yanuca Island, Fiji, pp. 568 - 581, presented at PRICAI, Cuvu, Yanuca Island, Fiji, 26 August 2019 - 30 August 2019, http://dx.doi.org/10.1007/978-3-030-29894-4_46

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.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, Cham, Victoria University of Wellington, New Zealand, pp. 819 - 827, presented at AI 2018 - The 31st Australasian Joint Conference on Artificial Intelligence, Victoria University of Wellington, New Zealand, 11 December 2018 - 14 December 2018, http://dx.doi.org/10.1007/978-3-030-03991-2_74

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 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Nanjing, China, pp. 300 - 308, presented at Pacific Rim International Conference on Artificial Intelligence, Nanjing, China, 28 August 2018 - 31 August 2018, http://dx.doi.org/10.1007/978-3-319-97310-4_34

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 (ed.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, Nanjing, China, pp. 16 - 31, presented at Pacific Rim Knowledge Acquisition Workshop, Nanjing, China, 27 August 2018 - 28 August 2018, http://dx.doi.org/10.1007/978-3-319-97289-3_2

Heap B; Krzywicki A; Schmeidl S; Wobcke W; Bain M, 2017, 'A joint human/machine process for coding events and conflict drivers', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Singapore, pp. 639 - 654, presented at 13th International Conference, ADMA 2017, Singapore, 05 November 2017 - 06 November 2017, http://dx.doi.org/10.1007/978-3-319-69179-4_45

Krzywicki A; Wobcke W; Cai X; Bain M; Compton P; Mahidadia A; Kim YS, 2014, 'Evaluation and deployment of a people-to-peopie recommender in online dating', in Proceedings of The Twenty-Sixth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-14), Quebec, Canada, pp. 2914 - 2921, presented at Twenty-Sixth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-14), Quebec, Canada, 29 July 2014 - 31 July 2014

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 (ed.), PRICAI 2014: Trends in Artificial Intelligence, Springer

Krzywicki A; Wobcke W; Cai X; Mahidadia AJ; Bain ME; Compton PJ; Kim YS, 2010, 'Interaction-based collaborative filtering methods for recommendation in online dating', in Web Information Systems Engineering - WISE 2010, Springer, Germany, pp. 342 - 356, presented at 11th International Conference on Web Information Systems Engineering, WISE 2010, Hong Kong, 12 December 2010 - 14 December 2010, http://dx.doi.org/10.1007/978-3-642-17616-6_31

Krzywicki A; Wobcke W, 2010, 'Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization', in Advanced Data Mining and Applications, Springer, Heidelberg, pp. 244 - 258, presented at 6th International Conference on Advanced data mining and applications, Chongqing, China, 19 November 2010 - 21 November 2010

Wobcke W; Dunn AG, 2010, 'Agent-Based Modelling for Risk Assessment of Routine Clinical Processes', in Principles and Practice of Multi-Agent Systems, Springer, London, pp. 511 - 522, presented at 13th International Conference on Principles and Practice of Multi-Agent Systems, Kolkata, India, 12 November 2010 - 15 November 2010

Wobcke W; Desai N; Dignum F; Ghose A; Padmanabhuni S; Srivastava B, 2010, 'What Can Agent-Based Computing Offer Service-Oriented Architectures, and Vice Versa?', in Principles and Practice of Multi-Agent Systems, Springer-Verlag, Berlin, pp. 1 - 10, presented at 13th International Conference on Principles and Practice of Multi-Agent Systems, Kolkata, India, 12 November 2010 - 15 November 2010

Kim YS; Mahidadia AJ; Compton PJ; Cai X; Bain ME; Krzywicki A; Wobcke W, 2010, 'People Recommendation based on Aggregated Bidirectional Intentions in Social Network Site', in AICI - Lecture Notes in Computer Science, Springer, Germany, pp. 247 - 260, presented at The 11th International Workshop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010), Daegu, 31 August 2010 - 03 September 2010, http://dx.doi.org/10.1007/978-3-642-15037-1_21

Krzywicki A; Wobcke W; Wong A, 2010, 'An Adaptive Calendar Assistant Using Pattern Mining for User Preference Modelling', in Proceedings of the 2010 International Conference on Intelligent User Interfaces, Association for Computing Machinery, Inc. (ACM), New York, NY, presented at International Conference on Intelligent User Interfaces, Hong Kong, 07 February 2010 - 10 February 2010

Krzywicki A; Wobcke W, 2009, 'Incremental E-Mail Classification and Rule Suggestion Using Simple Term Statistics', in AI 2009: Advances in Artificial Intelligence, Springer-Verlag, Berlin, presented at Twenty-2nd Australasian Joint Conference on Artificial Intelligence, Melbourne, 01 December 2009 - 05 December 2009

Wobcke W; Krzywicki A; Chan Y-W, 2008, 'A Large-Scale Evaluation of an E-Mail Management Assistant', in Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IEEE Computer Society Press, Los Alamitos, CA, presented at 2008 IEEE/WIC/ACM International conference on intelligent agent technology, Sydney, Australia, 09 December 2008 - 12 December 2008

Nguyen A; Wong A; Wobcke W, 2007, 'Robustness of a Spoken Dialogue Interface for a Personal Assistant', in Proceedings of the 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IEEE Computer Society Press, Los Alamitos, CA, presented at 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, Silicon Valley, USA, 02 November 2007 - 05 November 2007

Bokharouss I; Wobcke W; Chan Y-W; Limaru A; Wong A, 2007, 'A Location-Aware Mobile Call Handling Assistant', in Proceedings of the IEEE International Symposium on Ubiquitous Computing and Intelligence, IEEE Computer Society Press, Los Alamitos, CA, presented at IEEE International Symposium on Ubiquitous Computing and Intelligence, Niagara Falls, Canada, 21 May 2007 - 23 May 2007

Wobcke W, 2007, 'Reasoning about BDI Agents from a Programming Languages Perspective', in Ferguson G (ed.), Proceedings of the AAAI 2007 Spring Symposium on Intentions in Intelligent Systems, AAAI Press, Menlo Park, CA, pp. 48 - 53, presented at AAAI 2007 Spring Symposium on Intentions in Intelligent Systems, Stanford University, CA, USA, 26 March 2007 - 28 March 2007

Wobcke W; Nguyen A; Ho VH; Krzywicki A, 2007, 'The Smart Personal Assistant: An Overview', in Yorke-Smith N (ed.), Proceedings of the AAAI 2007 Spring Symposium on Interaction Challenges for Intelligent Assistants, AAAI Press, Menlo Park, CA, pp. 135 - 136, presented at AAAI 2007 Spring Symposium on Intentions in Intelligent Systems, Stanford University, CA, USA, 26 March 2007 - 28 March 2007

Wobcke W; Chan Y-W; Limaru A, 2006, 'A Call Handling Assistant for Mobile Devices', in Proceedings of the 2006 IEEE/WIC/ACM Conference on Intelligent Agent Technology, IEEE Computer Society Press, Los Alamitos, CA, presented at 2006 IEEE/WIC/ACM Conference on Intelligent Agent Technology, Hong Kong, 18 December 2006 - 22 December 2006

Nguyen A; Wobcke W, 2006, 'Extensibility and Reuse in an Agent-Based Dialogue Model', in Proceedings of the International Workshop on Communication Between Human and Artificial Agents, IEEE Computer Society Press, Los Alamitos, CA, presented at International Workshop on Communication Between Human and Artificial Agents, Hong Kong, 18 December 2006

Nguyen MH; Wobcke W, 2006, 'A Flexible Framework for SharedPlans', in AI 2006: Advances in Artificial Intelligence, Springer-Verlag, Berlin, presented at 19th Australian Joint Conference on Artificial Intelligence, Hobart, 04 December 2006 - 08 December 2006

Wobcke W, 2006, 'An Analysis of Three Puzzles in the Logic of Intention', in AI 2006: Advances in Artificial Intelligence, Springer-Verlag, Berlin, presented at 19th Australian Joint Conference on Artificial Intelligence, Hobart, 04 December 2006 - 08 December 2006

Nguyen A; Wobcke W, 2006, 'An Adaptive Plan-Based Dialogue Agent: Integrating Learning into a BDI Architecture', in Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems, Hakodate, Japan, presented at 5th International Joint Conference on Autonomous Agents and Multiagent Systems, Hakodate, Japan, 08 May 2006 - 12 May 2006

Wobcke W; Chee M; Ji K, 2005, 'Model Checking for PRS-Like Agents', in AI 2005: Advances in Artificial Intelligence, Springer-Verlag, Berlin, presented at Australasian Joint Conference on Artificial Intelligence 2005, Sydney, 05 December 2005 - 09 December 2005

Wobcke W; Chee M; Ji K, 2005, 'Model generation for PRS-like agents', in Proceedings of the International Conference on Autonomous Agents, pp. 1245 - 1246


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