Editorial: Natural language processing for recommender systems.

Alfred Krzywicki

Alfred Krzywicki Michael Bain 0001 Wayne Wobcke Editorial: Natural language processing for recommender systems. 2025 8 Frontiers Big Data https://doi.org/10.3389/fdata.2025.1573072 db/journals/fdata/fdata8.html#KrzywickiBW25 streams/journals/fdata

Wayne Wobcke Alfred Krzywicki Empirical software engineering for evaluating adaptive task-oriented personal assistants: a case study in human/machine event extraction and coding. 184-216 2022 7 Int. J. Agent Oriented Softw. Eng. 2 https://doi.org/10.1504/IJAOSE.2022.122647 db/journals/ijaose/ijaose7.html#WobckeK22

Alfred Krzywicki David Muchlinski Benjamin E. Goldsmith Arcot Sowmya From academia to policy makers: a methodology for real-time forecasting of infrequent events. 1489-1510 2022 November 5 J. Comput. Soc. Sci. 2 https://doi.org/10.1007/s42001-022-00176-6 db/journals/jocss/jocss5.html#KrzywickiMGS22

Alfred Krzywicki Ashesh Mahidadia Michael Bain 0001 Discovering Periodicity in Locally Repeating Patterns. 1-10 2022 DSAA https://doi.org/10.1109/DSAA54385.2022.10032435 conf/dsaa/2022 db/conf/dsaa/dsaa2022.html#KrzywickiMB22 Alfred Krzywicki Bradford Heap Michael Bain 0001 Wayne Wobcke Susanne Schmeidl Using Word Embeddings with Linear Models for Short Text Classification. 819-827 2018 Australasian Conference on Artificial Intelligence https://doi.org/10.1007/978-3-030-03991-2_74 conf/ausai/2018 db/conf/ausai/ausai2018.html#KrzywickiHBWS18 Alfred Krzywicki Wayne Wobcke Michael Bain 0001 Susanne Schmeidl Bradford Heap A Knowledge Acquisition Method for Event Extraction and Coding Based on Deep Patterns. 16-31 2018 PKAW https://doi.org/10.1007/978-3-319-97289-3_2 conf/pkaw/2018 db/conf/pkaw/pkaw2018.html#KrzywickiWBSH18 Bradford Heap Alfred Krzywicki Susanne Schmeidl Wayne Wobcke Michael Bain 0001 A Joint Human/Machine Process for Coding Events and Conflict Drivers. 639-654 2017 ADMA https://doi.org/10.1007/978-3-319-69179-4_45 conf/adma/2017 db/conf/adma/adma2017.html#HeapKSWB17

Bradford Heap Michael Bain 0001 Wayne Wobcke Alfred Krzywicki Susanne Schmeidl Word Vector Enrichment of Low Frequency Words in the Bag-of-Words Model for Short Text Multi-class Classification Problems. 2017 abs/1709.05778 CoRR http://arxiv.org/abs/1709.05778 db/journals/corr/corr1709.html#abs-1709-05778

Alfred Krzywicki Wayne Wobcke Michael Bain 0001 John Calvo Martinez Paul Compton Data mining for building knowledge bases: techniques, architectures and applications. 97-123 2016 31 Knowl. Eng. Rev. 2 https://doi.org/10.1017/S0269888916000047 db/journals/ker/ker31.html#KrzywickiWBMC16

Wayne Wobcke Alfred Krzywicki Yang Sok Kim Xiongcai Cai Michael Bain 0001 Paul Compton Ashesh Mahidadia A Deployed People-to-People Recommender System in Online Dating. 5-18 2015 36 AI Mag. 3 https://doi.org/10.1609/aimag.v36i3.2599 db/journals/aim/aim36.html#WobckeKKCBCM15

Alfred Krzywicki Wayne Wobcke Yang Sok Kim Xiongcai Cai Michael Bain 0001 Ashesh Mahidadia Paul Compton Collaborative Filtering for people-to-people recommendation in online dating: Data analysis and user trial. 50-66 2015 76 Int. J. Hum. Comput. Stud. https://doi.org/10.1016/j.ijhcs.2014.12.003 db/journals/ijmms/ijmms76.html#KrzywickiWKCBMC15

Alfred Krzywicki Wayne Wobcke Yang Sok Kim Xiongcai Cai Michael Bain 0001 Paul Compton Ashesh Mahidadia Evaluation and Deployment of a People-to-People Recommender in Online Dating. 2914-2921 2014 AAAI https://doi.org/10.1609/aaai.v28i2.19032 conf/aaai/2014 db/conf/aaai/aaai2014.html#KrzywickiWKCBCM14 Bradford Heap Alfred Krzywicki Wayne Wobcke Michael Bain 0001 Paul Compton Combining Career Progression and Profile Matching in a Job Recommender System. 396-408 2014 PRICAI https://doi.org/10.1007/978-3-319-13560-1_32 conf/pricai/2014 db/conf/pricai/pricai2014.html#HeapKWBC14 Xiongcai Cai Michael Bain 0001 Alfred Krzywicki Wayne Wobcke Yang Sok Kim Paul Compton Ashesh Mahidadia ProCF: Probabilistic Collaborative Filtering for Reciprocal Recommendation. 1-12 2013 PAKDD (2) https://doi.org/10.1007/978-3-642-37456-2_1 conf/pakdd/2013-2 db/conf/pakdd/pakdd2013-2.html#CaiBKWKCM13 Yang Sok Kim Ashesh Mahidadia Paul Compton Alfred Krzywicki Wayne Wobcke Xiongcai Cai Michael Bain 0001 People-to-People Recommendation Using Multiple Compatible Subgroups. 61-72 2012 Australasian Conference on Artificial Intelligence https://doi.org/10.1007/978-3-642-35101-3_6 conf/ausai/2012 db/conf/ausai/ausai2012.html#KimMCKWCB12 Alfred Krzywicki Wayne Wobcke Xiongcai Cai Michael Bain 0001 Ashesh Mahidadia Paul Compton Yang Sok Kim Using a Critic to Promote Less Popular Candidates in a People-to-People Recommender System. 2012 IAAI https://doi.org/10.1609/aaai.v26i2.18974 conf/iaai/2012 db/conf/iaai/iaai2012.html#KrzywickiWCBMCK12 2305-2310 Xiongcai Cai Michael Bain 0001 Alfred Krzywicki Wayne Wobcke Yang Sok Kim Paul Compton Ashesh Mahidadia Reciprocal and Heterogeneous Link Prediction in Social Networks. 193-204 2012 PAKDD (2) https://doi.org/10.1007/978-3-642-30220-6_17 conf/pakdd/2012-2 db/conf/pakdd/pakdd2012-2.html#CaiBKWKCM12 Yang Sok Kim Alfred Krzywicki Wayne Wobcke Ashesh Mahidadia Paul Compton Xiongcai Cai Michael Bain 0001 Hybrid Techniques to Address Cold Start Problems for People to People Recommendation in Social Networks. 206-217 2012 PRICAI https://doi.org/10.1007/978-3-642-32695-0_20 conf/pricai/2012 db/conf/pricai/pricai2012.html#KimKWMCCB12 Alfred Krzywicki Exploiting Concept Clumping for Learning in Adaptive Personal Assistants. 2011 University of New South Wales, Sydney, Australia http://handle.unsw.edu.au/1959.4/51468 https://www.base-search.net/Record/2eab193659222500bcbafe1c075eab53cd4f72db17082b1c2dcdd97eb805a8a8 https://www.base-search.net/Record/e53cbf5bd44b7182b41ceeea4b2b3fc867aa88622a5f8af50ad4bb709d728f7d base-search.net (ftunswworks:oai:unsworks.unsw.edu.au:1959.4/51468) https://unsworks.unsw.edu.au/bitstreams/27582a3e-4f94-473a-b9fa-757af03c7086/download https://doi.org/10.26190/unsworks/15105 base-search.net (ftunswworks:oai:unsworks.library.unsw.edu.au:1959.4/51468) Xiongcai Cai Michael Bain 0001 Alfred Krzywicki Wayne Wobcke Yang Sok Kim Paul Compton Ashesh Mahidadia Learning to Make Social Recommendations: A Model-Based Approach. 124-137 2011 ADMA (2) https://doi.org/10.1007/978-3-642-25856-5_10 conf/adma/2011-2 db/conf/adma/adma2011-2.html#CaiBKWKCM11 Alfred Krzywicki Wayne Wobcke Exploiting Concept Clumping for Efficient Incremental News Article Categorization. 353-366 2011 ADMA (1) https://doi.org/10.1007/978-3-642-25853-4_27 conf/adma/2011-1 db/conf/adma/adma2011-1.html#KrzywickiW11 Alfred Krzywicki Wayne Wobcke Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization. 244-258 2010 ADMA (2) https://doi.org/10.1007/978-3-642-17313-4_25 conf/adma/2010-2 db/conf/adma/adma2010-2.html#KrzywickiW10 Xiongcai Cai Michael Bain 0001 Alfred Krzywicki Wayne Wobcke Yang Sok Kim Paul Compton Ashesh Mahidadia Collaborative Filtering for People to People Recommendation in Social Networks. 476-485 2010 Australasian Conference on Artificial Intelligence https://doi.org/10.1007/978-3-642-17432-2_48 conf/ausai/2010 db/conf/ausai/ausai2010.html#CaiBKWKCM10 Yang Sok Kim Ashesh Mahidadia Paul Compton Alfred Krzywicki Wayne Wobcke Michael Bain 0001 Xiongcai Cai Automated Recommendation Rule Acquisition for Two-Way Interaction-based Social Network Web Sites. 2010 EKAW (Posters and Demos) https://ceur-ws.org/Vol-674/Paper51.pdf conf/ekaw/2010pd db/conf/ekaw/ekaw2010pd.html#KimMCKWBC10 Xiongcai Cai Michael Bain 0001 Alfred Krzywicki Wayne Wobcke Yang Sok Kim Paul Compton Ashesh Mahidadia Learning Collaborative Filtering and Its Application to People to People Recommendation in Social Networks. 743-748 2010 ICDM https://doi.org/10.1109/ICDM.2010.159 https://doi.ieeecomputersociety.org/10.1109/ICDM.2010.159 conf/icdm/2010 db/conf/icdm/icdm2010.html#CaiBKWKCM10 Alfred Krzywicki Wayne Wobcke Anna Wong An adaptive calendar assistant using pattern mining for user preference modelling. 71-80 2010 IUI https://doi.org/10.1145/1719970.1719981 conf/iui/2010 db/conf/iui/iui2010.html#KrzywickiWW10 Yang Sok Kim Ashesh Mahidadia Paul Compton Xiongcai Cai Michael Bain 0001 Alfred Krzywicki Wayne Wobcke People Recommendation Based on Aggregated Bidirectional Intentions in Social Network Site. 247-260 2010 PKAW https://doi.org/10.1007/978-3-642-15037-1_21 conf/pkaw/2010 db/conf/pkaw/pkaw2010.html#KimMCCBKW10 Alfred Krzywicki Wayne Wobcke Xiongcai Cai Ashesh Mahidadia Michael Bain 0001 Paul Compton Yang Sok Kim Interaction-Based Collaborative Filtering Methods for Recommendation in Online Dating. 342-356 2010 WISE https://doi.org/10.1007/978-3-642-17616-6_31 conf/wise/2010 db/conf/wise/wise2010.html#KrzywickiWCMBCK10 Alfred Krzywicki Wayne Wobcke Incremental E-Mail Classification and Rule Suggestion Using Simple Term Statistics. 250-259 2009 Australasian Conference on Artificial Intelligence https://doi.org/10.1007/978-3-642-10439-8_26 conf/ausai/2009 db/conf/ausai/ausai2009.html#KrzywickiW09 Wayne Wobcke Alfred Krzywicki Yiu-Wa Chan A Large-Scale Evaluation of an E-mail Management Assistant. 438-442 2008 IAT https://doi.org/10.1109/WIIAT.2008.75 https://doi.ieeecomputersociety.org/10.1109/WIIAT.2008.75 conf/iat/2008 db/conf/iat/iat2008.html#WobckeKC08 Alfred Krzywicki Wayne Wobcke Closed Pattern Mining for the Discovery of User Preferences in a Calendar Assistant. 67-76 2008 New Challenges in Applied Intelligence Technologies https://doi.org/10.1007/978-3-540-79355-7_7 series/sci/2008-134 db/series/sci/sci134.html#KrzywickiW08 Wayne Wobcke Anh Nguyen 0010 Van Hai Ho Alfred Krzywicki The Smart Personal Assistant: An Overview. 135-136 2007 AAAI Spring Symposium: Interaction Challenges for Intelligent Assistants http://www.aaai.org/Library/Symposia/Spring/2007/ss07-04-026.php conf/aaaiss/2007-4 db/conf/aaaiss/aaaiss2007-4.html#WobckeNHK07 Wayne Wobcke Anh Nguyen 0010 Van Hai Ho Alfred Krzywicki The Smart Personal Assistant: An Overview. 135-136 2007 conf/icia/2007 Interaction Challenges for Intelligent Assistants db/conf/icia/icia2007.html#WobckeNHK07 Wayne Wobcke Van Hai Ho Anh Nguyen 0010 Alfred Krzywicki A BDI Agent Architecture for Dialogue Modelling and Coordination in a Smart Personal Assistant. 323-329 2005 conf/iat/2005 IAT https://doi.org/10.1109/IAT.2005.3 https://doi.ieeecomputersociety.org/10.1109/IAT.2005.3 db/conf/iat/iat2005.html#WobckeHNK05 Michael Bain 0001 Xiongcai Cai Yiu-Wa Chan Paul Compton Benjamin E. Goldsmith Bradford Heap Van Hai Ho Yang Sok Kim Ashesh Mahidadia John Calvo Martinez David Muchlinski Anh Nguyen 0010 Susanne Schmeidl Arcot Sowmya Wayne Wobcke Anna Wong