Shlomo Berkovsky

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Jill FreyneCSIROVerified email at csiro.au
Tsvi KuflikProfessor of Information Systems, The University of HaifaVerified email at is.haifa.ac.il
Francesco RicciProfessor of Computer Science, Free University of Bozen-BolzanoVerified email at unibz.it
Enrico CoieraMacquarie UniversityVerified email at mq.edu.au
Ronnie TaibData61 / CSIROVerified email at data61.csiro.au
Mac CoombeSoftware Engineer, CSIROVerified email at csiro.au
Mohamed Ali (Dali) KaafarProfessor, Executive Director, Research Group Director Faculty of Science and Engineering MacquarieVerified email at mq.edu.au
Juan C. QuirozUNSWVerified email at unsw.edu.au
Dana RezazadeganLecturer at Swinburne University of TechnologyVerified email at swin.edu.au
Nilufar (Nell) BaghaeiCo-Director of Extended Reality Lab, The University of QueenslandVerified email at uq.edu.au
A. Baki KocaballiUniversity of Technology SydneyVerified email at uts.edu.au
Stephen KimaniJKUATVerified email at scit.jkuat.ac.ke
Sidong LiuMacquarie UniversityVerified email at mq.edu.au
Liliana Laranjo, MD MPH PhDSydney Medical School, University of SydneyVerified email at mail.harvard.edu
Alan SaidUniversity of GothenburgVerified email at acm.org
Ernesto William De LucaProfessor of Digital Transformation and Digital Humanities, University of MagdeburgVerified email at ovgu.de
Irena KoprinskaSchool of Computer Science, University of SydneyVerified email at it.usyd.edu.au
Fang ChenDistinguished Professor, University of Technology SydneyVerified email at uts.edu.au
Ignacio Fernández-TobíasUniversidad Autónoma de MadridVerified email at uam.es
Dominikus HeckmannProfessor for Human Computer Interaction at Technische Hochschule Amberg-WeidenVerified email at haw-aw.de

Shlomo Berkovsky

Macquarie University

Verified email at mq.edu.au - Homepage

health informatics personalization human-AI interaction


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Mediation of user models for enhanced personalization in recommender systems S Berkovsky, T Kuflik, F Ricci User Modeling and User-Adapted Interaction 18 (3), 245-286, 2008	289	2008
Group-based recipe recommendations: analysis of data aggregation strategies S Berkovsky, J Freyne Proceedings of the fourth ACM conference on Recommender systems, 111-118, 2010	287	2010
Intelligent food planning: personalized recipe recommendation J Freyne, S Berkovsky Proceedings of the 15th international conference on Intelligent user …, 2010	242	2010
Cross-domain recommender systems I Cantador, I Fernández-Tobías, S Berkovsky, P Cremonesi Recommender systems handbook, 919-959, 2015	207	2015
Enhancing privacy and preserving accuracy of a distributed collaborative filtering S Berkovsky, Y Eytani, T Kuflik, F Ricci Proceedings of the 2007 ACM conference on Recommender systems, 9-16, 2007	194	2007
Cross-Domain Mediation in Collaborative Filtering S Berkovsky, T Kuflik, FR Ricci Proceedings of the 11th international conference on User Modeling (UM’07 …, 2007	167	2007
Relating personality types with user preferences in multiple entertainment domains I Cantador, I Fernández-Tobías, A Bellogín CEUR workshop proceedings, 2013	157	2013
Physical activity motivating games: virtual rewards for real activity S Berkovsky, M Coombe, J Freyne, D Bhandari, N Baghaei Proceedings of the SIGCHI Conference on Human Factors in Computing Systems …, 2010	147	2010
Influencing individually: fusing personalization and persuasion S Berkovsky, J Freyne, H Oinas-Kukkonen ACM Transactions on Interactive Intelligent Systems (TiiS) 2 (2), 1-8, 2012	139	2012
Features predicting weight loss in overweight or obese participants in a web-based intervention: randomized trial E Brindal, J Freyne, I Saunders, S Berkovsky, G Smith, M Noakes Journal of medical Internet research 14 (6), e2156, 2012	115	2012
Applying differential privacy to matrix factorization A Berlioz, A Friedman, MA Kaafar, R Boreli, S Berkovsky Proceedings of the 9th ACM Conference on Recommender Systems, 107-114, 2015	111	2015
The personalization of conversational agents in health care: systematic review AB Kocaballi, S Berkovsky, JC Quiroz, L Laranjo, HL Tong, ... Journal of medical Internet research 21 (11), e15360, 2019	103	2019
Putting things in context: Challenge on context-aware movie recommendation A Said, S Berkovsky, E De Luca	94	2010
Privacy aspects of recommender systems A Friedman, BP Knijnenburg, K Vanhecke, L Martens, S Berkovsky Recommender systems handbook, 649-688, 2015	91	2015
Design and pilot results of a mobile phone weight-loss application for women starting a meal replacement programme E Brindal, G Hendrie, J Freyne, M Coombe, S Berkovsky, M Noakes Journal of telemedicine and telecare 19 (3), 166-174, 2013	89	2013
Optimal greedy diversity for recommendation A Ashkan, B Kveton, S Berkovsky, Z Wen Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015	84	2015
Recommending food: Reasoning on recipes and ingredients J Freyne, S Berkovsky International Conference on User Modeling, Adaptation, and Personalization …, 2010	81	2010
Distributed collaborative filtering with domain specialization S Berkovsky, T Kuflik, F Ricci Proceedings of the 2007 ACM conference on Recommender systems, 33-40, 2007	81	2007
A differential privacy framework for matrix factorization recommender systems A Friedman, S Berkovsky, MA Kaafar User Modeling and User-Adapted Interaction 26 (5), 425-458, 2016	80	2016
Using interest and transition models to predict visitor locations in museums F Bohnert, I Zukerman, S Berkovsky, T Baldwin, L Sonenberg AI Communications 21 (2-3), 195-202, 2008	77	2008

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