Shlomo Berkovsky

203 papers A* 6A 41B 7C 2Misc 8Journal 66Unranked 61

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Recommendation-as-Experience: A framework for context-sensitive adaptation in conversational recommender systems. CoRR Raj Mahmud, Shlomo Berkovsky, Mukesh Prasad, A. Baki Kocaballi
2026	J	`jnl`	Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering. CoRR Yu Takahashi, Shun Takeuchi, Kexuan Xin, Guillaume Pelat, Yoshiaki Ikai, Junya Saito, Jonathan Vitale, Shlomo Berkovsky, Amin Beheshti
2025	J	`jnl`	2024 TiiS Best Paper Announcement. ACM Trans. Interact. Intell. Syst. Shlomo Berkovsky
2025	—	`conf`	BraTS-UMamba: Adaptive Mamba UNet with Dual-Band Frequency Based Feature Enhancement for Brain Tumor Segmentation. MICCAI (16) Haoran Yao, Hao Xiong, Dong Liu, Hualei Shen, Shlomo Berkovsky
2025	B	`conf`	Design of a Personalised AI Coaching Assistant for Occupational Health and Safety. PERSUASIVE Jonathan Vitale, Shlomo Berkovsky, Shun Takeuchi, Amin Beheshti, Kexuan Xin, Junya Saito, Sosuke Yamao
2025	Misc	`conf`	Evaluating User Experience in Conversational Recommender Systems: A Systematic Review Across Classical and LLM-Powered Approaches. OZCHI Raj Mahmud, Yufeng Wu, Abdullah Bin Sawad, Shlomo Berkovsky, Mukesh Prasad, Ahmet Baki Kocaballi
2025	J	`jnl`	Evaluating User Experience in Conversational Recommender Systems: A Systematic Review Across Classical and LLM-Powered Approaches. CoRR Raj Mahmud, Yufeng Wu, Abdullah Bin Sawad, Shlomo Berkovsky, Mukesh Prasad, Ahmet Baki Kocaballi
2025	—	`conf`	Stain Imputation in Multiplex Immunofluorescence Imaging (SIMIF) Based on Random Channel-Wise Masking. ISBI Xingnan Li, Priyanka Rana, Tuba N. Gide, Nurudeen A Adegoke, Yizhe Mao, Georgina V. Long, Richard A. Scolyer, Shlomo Berkovsky, Enrico W. Coiera, James S. Wilmott, Sidong Liu
2025	—	`conf`	Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering. ICDM (Workshops) Yu Takahashi, Shun Takeuchi, Kexuan Xin, Guillaume Pelat, Yoshiaki Ikai, Junya Saito, Jonathan Vitale, Shlomo Berkovsky, Amin Beheshti
2025	J	`jnl`	Uncertainty-guided attention learning for malaria parasite detection in thick blood smears. Neural Networks Hao Xiong, Zhiyong Wang, Roneel V. Sharan, Shlomo Berkovsky
2025	J	`jnl`	Understanding Clinician Perceptions of GenAI: A Mixed Methods Analysis of Clinical Documentation Tasks. J. Medical Syst. David Fraile Navarro, Ahmet Baki Kocaballi, Shlomo Berkovsky
2025	Misc	`conf`	Understanding User Preferences for Interaction Styles in Conversational Recommender System: The Predictive Role of System Qualities, User Experience, and Traits. OZCHI Raj Mahmud, Shlomo Berkovsky, Mukesh Prasad, Ahmet Baki Kocaballi
2025	J	`jnl`	Understanding User Preferences for Interaction Styles in Conversational Recommender Systems: The Predictive Role of System Qualities, User Experience, and Traits. CoRR Raj Mahmud, Shlomo Berkovsky, Mukesh Prasad, Ahmet Baki Kocaballi
2024	J	`jnl`	2023 TiiS Best Paper announcement. ACM Trans. Interact. Intell. Syst. Shlomo Berkovsky
2024	J	`jnl`	Adaptive unified contrastive learning with graph-based feature aggregator for imbalanced medical image classification. Expert Syst. Appl. Cong Cong, Sidong Liu, Priyanka Rana, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song
2024	Misc	`conf`	Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation. ICASSP Chengyu Yuan, Hao Xiong, Guoqing Shangguan, Hualei Shen, Dong Liu, Haojie Zhang, Zhonghua Liu, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto, Shlomo Berkovsky
2024	J	`jnl`	Emerging Applications and Translational Challenges for AI in Healthcare. Inf. Sidong Liu, Cristian Castillo-Olea, Shlomo Berkovsky
2024	—	`conf`	Fast Online Adaptation of Visual SLAM via Variational Information Transfer and Preservation. MMAsia Sangni Xu, Hao Xiong, Qiuxia Wu, Zhihui Wang, Shlomo Berkovsky, Zhiyong Wang
2024	A	`conf`	Proponents as the Means to Increase the Uptake of Recommendations. UMAP Rikako Matsushima, Yoshinori Hijikata, Shlomo Berkovsky
2023	J	`jnl`	2022 TiiS Best Paper Announcement. ACM Trans. Interact. Intell. Syst. Michelle Zhou, Shlomo Berkovsky
2023	J	`jnl`	Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review. Int. J. Medical Informatics David Fraile Navarro, Kiran Ijaz, Dana Rezazadegan, Hania Rahimi-Ardabili, Mark Dras, Enrico W. Coiera, Shlomo Berkovsky
2023	J	`jnl`	Collaboration, not Confrontation: Understanding General Practitioners' Attitudes Towards Natural Language and Text Automation in Clinical Practice. ACM Trans. Comput. Hum. Interact. David Fraile Navarro, Ahmet Baki Kocaballi, Mark Dras, Shlomo Berkovsky
2023	J	`jnl`	DDoD: Dual Denial of Decision Attacks on Human-AI Teams. IEEE Pervasive Comput. Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, Shlomo Berkovsky, Dali Kaafar, Vassilis Kostakos, Olga Ohrimenko
2023	—	`conf`	Denoising Cough Sound Recordings Using Neural Networks. EMBC Laya Jose, Shlomo Berkovsky, Hao Xiong, Cecilia Mascolo, Roneel V. Sharan
2023	—	`conf`	Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification. EMBC Soham Rohit Chitnis, Sidong Liu, Tirtharaj Dash, Tanmay Tulsidas Verlekar, Antonio Di Ieva, Shlomo Berkovsky, Lovekesh Vig, Ashwin Srinivasan
2023	J	`jnl`	Domain-Specific Pretraining Improves Confidence in Whole Slide Image Classification. CoRR Soham Rohit Chitnis, Sidong Liu, Tirtharaj Dash, Tanmay Tulsidas Verlekar, Antonio Di Ieva, Shlomo Berkovsky, Lovekesh Vig, Ashwin Srinivasan
2023	J	`jnl`	Effects of machine learning-based clinical decision support systems on decision-making, care delivery, and patient outcomes: a scoping review. J. Am. Medical Informatics Assoc. Anindya Pradipta Susanto, David Lyell, Bambang Widyantoro, Shlomo Berkovsky, Farah Magrabi
2023	J	`jnl`	Eye-tracking-based personality prediction with recommendation interfaces. User Model. User Adapt. Interact. Li Chen, Wanling Cai, Dongning Yan, Shlomo Berkovsky
2023	—	`conf`	How Well Do AI-Enabled Decision Support Systems Perform in Clinical Settings? MedInfo Anindya Pradipta Susanto, David Lyell, Bambang Widyantoro, Shlomo Berkovsky, Farah Magrabi
2023	A	`ed.`	Proceedings of the 17th ACM Conference on Recommender Systems, RecSys 2023, Singapore, Singapore, September 18-22, 2023 RecSys Jie Zhang, Li Chen, Shlomo Berkovsky, Min Zhang, Tommaso Di Noia, Justin Basilico, Luiz Pizzato, Yang Song
2022	—	`conf`	Adaptive Unified Contrastive Learning for Imbalanced Classification. MLMI@MICCAI Cong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song
2022	J	`jnl`	Colour adaptive generative networks for stain normalisation of histopathology images. Medical Image Anal. Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song
2022	J	`jnl`	DDoD: Dual Denial of Decision Attacks on Human-AI Teams. CoRR Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, Shlomo Berkovsky, Dali Kaafar, Vassilis Kostakos, Olga Ohrimenko
2022	J	`jnl`	Design Considerations for Immersive Virtual Reality Applications for Older Adults: A Scoping Review. Multimodal Technol. Interact. Kiran Ijaz, Tram Thi Minh Tran, Ahmet Baki Kocaballi, Rafael A. Calvo, Shlomo Berkovsky, Naseem Ahmadpour
2022	—	`ch.`	Design and Evaluation of Cross-Domain Recommender Systems. Recommender Systems Handbook Maurizio Ferrari Dacrema, Iván Cantador, Ignacio Fernández-Tobías, Shlomo Berkovsky, Paolo Cremonesi
2022	—	`conf`	Detecting Cough Recordings in Crowdsourced Data Using CNN-RNN. BHI Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky
2022	—	`conf`	Few-shot fine-tuning SOTA summarization models for medical dialogues. NAACL-HLT (Student Research Workshop) David Fraile Navarro, Mark Dras, Shlomo Berkovsky
2022	—	`ch.`	Healthcare Privacy. Modern Socio-Technical Perspectives on Privacy Vivian Genaro Motti, Shlomo Berkovsky
2022	J	`jnl`	Identifying daily activities of patient work for type 2 diabetes and co-morbidities: a deep learning and wearable camera approach. J. Am. Medical Informatics Assoc. Hao Xiong, Hoai Nam Phan, Kathleen Yin, Shlomo Berkovsky, Joshua Jung, Annie Y. S. Lau
2022	J	`jnl`	Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review. Comput. Speech Lang. Dana Rezazadegan, Shlomo Berkovsky, Juan C. Quiroz, Ahmet Baki Kocaballi, Ying Wang, Liliana Laranjo, Enrico W. Coiera
2022	—	`ch.`	Tracking and Personalization. Modern Socio-Technical Perspectives on Privacy Rahat Masood, Shlomo Berkovsky, Mohamed Ali Kâafar
2022	J	`jnl`	Weak label based Bayesian U-Net for optic disc segmentation in fundus images. Artif. Intell. Medicine Hao Xiong, Sidong Liu, Roneel V. Sharan, Enrico W. Coiera, Shlomo Berkovsky
2021	J	`jnl`	A diversified shared latent variable model for efficient image characteristics extraction and modelling. Neurocomputing Hao Xiong, Yuan Yan Tang, Fionn Murtagh, Leszek Rutkowski, Shlomo Berkovsky
2021	J	`jnl`	Analyzing security issues of android mobile health and medical applications. J. Am. Medical Informatics Assoc. Gioacchino Tangari, Muhammad Ikram, I Wayan Budi Sentana, Kiran Ijaz, Mohamed Ali Kâafar, Shlomo Berkovsky
2021	J	`jnl`	Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks. Sensors Roneel V. Sharan, Hao Xiong, Shlomo Berkovsky
2021	J	`jnl`	Detecting pertussis in the pediatric population using respiratory sound events and CNN. Biomed. Signal Process. Control. Roneel V. Sharan, Shlomo Berkovsky, David Fraile Navarro, Hao Xiong, Adam Jaffe
2021	J	`jnl`	Empirical Security and Privacy Analysis of Mobile Symptom Checking Applications on Google Play. CoRR I Wayan Budi Sentana, Muhammad Ikram, Mohamed Ali Kâafar, Shlomo Berkovsky
2021	C	`conf`	Empirical Security and Privacy Analysis of Mobile Symptom Checking Apps on Google Play. SECRYPT I Wayan Budi Sentana, Muhammad Ikram, Mohamed Ali Kâafar, Shlomo Berkovsky
2021	J	`jnl`	Empirical analysis of Zipf's law, power law, and lognormal distributions in medical discharge reports. Int. J. Medical Informatics Juan C. Quiroz, Liliana Laranjo, Catalin Tufanaru, Ahmet Baki Kocaballi, Dana Rezazadegan, Shlomo Berkovsky, Enrico W. Coiera
2021	J	`jnl`	Health personalisation: from wellbeing to medicine. SIGWEB Newsl. Shlomo Berkovsky, Enrico W. Coiera
2021	J	`jnl`	Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation. IEEE Intell. Syst. Shoujin Wang, Longbing Cao, Liang Hu, Shlomo Berkovsky, Xiaoshui Huang, Lin Xiao, Wenpeng Lu
2021	J	`jnl`	Prediction of anxiety disorders using a feature ensemble based bayesian neural network. J. Biomed. Informatics Hao Xiong, Shlomo Berkovsky, Mia Romano, Roneel V. Sharan, Sidong Liu, Enrico W. Coiera, Lauren F. McLellan
2021	—	`conf`	Semi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images. MICCAI (8) Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song
2021	J	`jnl`	Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT. Inf. You-Zhen Feng, Sidong Liu, Zhong-Yuan Cheng, Juan C. Quiroz, Dana Rezazadegan, Ping-Kang Chen, Qi-Ting Lin, Long Qian, Xiao-Fang Liu, Shlomo Berkovsky, Enrico W. Coiera, Lei Song, Xiao-Ming Qiu, Xiang-Ran Cai
2021	—	`conf`	Texture Enhanced Generative Adversarial Network For Stain Normalisation In Histopathology Images. ISBI Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song
2020	J	`jnl`	Automatic Speech Summarisation: A Scoping Review. CoRR Dana Rezazadegan, Shlomo Berkovsky, Juan C. Quiroz, Ahmet Baki Kocaballi, Ying Wang, Liliana Laranjo, Enrico W. Coiera
2020	—	`conf`	Detecting Personality Traits Using Inter-Hemispheric Asynchrony of the Brainwaves. EMBC Roneel V. Sharan, Shlomo Berkovsky, Ronnie Taib, Irena Koprinska, Jingjie Li
2020	—	`conf`	ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea. EMBC Roneel V. Sharan, Shlomo Berkovsky, Hao Xiong, Enrico W. Coiera
2020	J	`jnl`	Empirical Analysis of Zipf's Law, Power Law, and Lognormal Distributions in Medical Discharge Reports. CoRR Juan C. Quiroz, Liliana Laranjo, Catalin Tufanaru, Ahmet Baki Kocaballi, Dana Rezazadegan, Shlomo Berkovsky, Enrico W. Coiera
2020	J	`jnl`	Envisioning an artificial intelligence documentation assistant for future primary care consultations: A co-design study with general practitioners. J. Am. Medical Informatics Assoc. Ahmet Baki Kocaballi, Kiran Ijaz, Liliana Laranjo, Juan C. Quiroz, Dana Rezazadegan, Huong Ly Tong, Simon Willcock, Shlomo Berkovsky, Enrico W. Coiera
2020	—	`conf`	Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks. EMBC Roneel V. Sharan, Shlomo Berkovsky
2020	J	`jnl`	Identifying relevant information in medical conversations to summarize a clinician-patient encounter. Health Informatics J. Juan C. Quiroz, Liliana Laranjo, Ahmet Baki Kocaballi, Agustina Briatore, Shlomo Berkovsky, Dana Rezazadegan, Enrico W. Coiera
2020	J	`jnl`	Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation. CoRR Shoujin Wang, Longbing Cao, Liang Hu, Shlomo Berkovsky, Xiaoshui Huang, Lin Xiao, Wenpeng Lu
2020	—	`conf`	Keynote Abstract: Health Personalisation: From Wellbeing to Medicine. HealthRecSys@RecSys Shlomo Berkovsky
2020	J	`jnl`	Modeling humans via physiological and behavioral signals. Interactions Ronnie Taib, Shlomo Berkovsky
2020	J	`jnl`	Personality Sensing: Detection of Personality Traits Using Physiological Responses to Image and Video Stimuli. ACM Trans. Interact. Intell. Syst. Ronnie Taib, Shlomo Berkovsky, Irena Koprinska, Eileen Wang, Yucheng Zeng, Jingjie Li
2020	J	`jnl`	Research directions in session-based and sequential recommendation. User Model. User Adapt. Interact. Dietmar Jannach, Bamshad Mobasher, Shlomo Berkovsky
2020	—	`conf`	Revisiting Habitability in Conversational Systems. CHI Extended Abstracts Ahmet Baki Kocaballi, Enrico W. Coiera, Shlomo Berkovsky
2020	—	`conf`	Robust Vision-Based Workout Analysis Using Diversified Deep Latent Variable Model. EMBC Hao Xiong, Shlomo Berkovsky, Roneel V. Sharan, Sidong Liu, Enrico W. Coiera
2020	B	`conf`	Visualizing Program Genres' Temporal-Based Similarity in Linear TV Recommendations. AVI Veronika Bogina, Julia Sheidin, Tsvi Kuflik, Shlomo Berkovsky
2020	—	`conf`	Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks. EMBC Roneel V. Sharan, Shlomo Berkovsky, Sidong Liu
2019	J	`jnl`	Challenges of developing a digital scribe to reduce clinical documentation burden. npj Digit. Medicine Juan C. Quiroz, Liliana Laranjo, Ahmet Baki Kocaballi, Shlomo Berkovsky, Dana Rezazadegan, Enrico W. Coiera
2019	A*	`conf`	Detecting Personality Traits Using Eye-Tracking Data. CHI Shlomo Berkovsky, Ronnie Taib, Irena Koprinska, Eileen Wang, Yucheng Zeng, Jingjie Li, Sabina Kleitman
2019	A	`conf`	Do I trust my machine teammate?: an investigation from perception to decision. IUI Kun Yu, Shlomo Berkovsky, Ronnie Taib, Jianlong Zhou, Fang Chen
2019	—	`conf`	Social Engineering and Organisational Dependencies in Phishing Attacks. INTERACT (1) Ronnie Taib, Kun Yu, Shlomo Berkovsky, Mark W. Wiggins, Piers Bayl-Smith
2018	A	`conf`	A Cross-Cultural Analysis of Trust in Recommender Systems. UMAP Shlomo Berkovsky, Ronnie Taib, Yoshinori Hijikata, Pavel Braslavski, Bart P. Knijnenburg
2018	A	`conf`	A Hybrid Recommendation Approach for Open Research Datasets. UMAP Anusuriya Devaraju, Shlomo Berkovsky
2018	—	`book`	Collaborative Recommendations - Algorithms, Practical Challenges and Applications Collaborative Recommendations Shlomo Berkovsky, Iván Cantador, Domonkos Tikk
2018	—	`ch.`	Do I Trust a Machine? Differences in User Trust Based on System Performance. Human and Machine Learning Kun Yu, Shlomo Berkovsky, Dan Conway, Ronnie Taib, Jianlong Zhou, Fang Chen
2018	A	`ed.`	Proceedings of the 23rd International Conference on Intelligent User Interfaces, IUI 2018, Tokyo, Japan, March 07-11, 2018 IUI Shlomo Berkovsky, Yoshinori Hijikata, Jun Rekimoto, Margaret M. Burnett, Mark Billinghurst, Aaron Quigley
2017	A	`conf`	A Qualitative Investigation of Bank Employee Experiences of Information Security and Phishing. SOUPS Dan Conway, Ronnie Taib, Mitch Harris, Kun Yu, Shlomo Berkovsky, Fang Chen
2017	—	`conf`	Do Users Matter? The Contribution of User-Driven Feature Weights to Open Dataset Recommendations. RecSys Posters Anusuriya Devaraju, Shlomo Berkovsky
2017	J	`jnl`	Does Weather Matter? Causal Analysis of TV Logs. CoRR Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Nikos Vlassis, Zheng Wen
2017	—	`conf`	Does Weather Matter?: Causal Analysis of TV Logs. WWW (Companion Volume) Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Nikos Vlassis, Zheng Wen
2017	A	`conf`	Get to the Bottom: Causal Analysis for User Modeling. UMAP Shi Zong, Branislav Kveton, Shlomo Berkovsky, Azin Ashkan, Zheng Wen
2017	J	`jnl`	Graph Based Recommendations: From Data Representation to Feature Extraction and Application. CoRR Amit Tiroshi, Tsvi Kuflik, Shlomo Berkovsky, Mohamed Ali Kâafar
2017	A	`conf`	How to Recommend?: User Trust Factors in Movie Recommender Systems. IUI Shlomo Berkovsky, Ronnie Taib, Dan Conway
2017	—	`conf`	Indexing Cognitive Load using Blood Volume Pulse Features. CHI Extended Abstracts Jianlong Zhou, Syed Z. Arshad, Simon Luo, Kun Yu, Shlomo Berkovsky, Fang Chen
2017	Misc	`conf`	Interacting with Genomic Data: Clinician Requirements and Prototype Structure. HIC Dana Bradford, Shlomo Berkovsky, Melissa Martyn, Tim Bakkar, Martin Krahnert, Michelle Rodriguez, Denis C. Bauer, Derek Ireland, Clara Gaff
2017	—	`conf`	Online Engagement for a Healthier You: A Case Study of Web-based Supermarket Health Program. WWW (Companion Volume) Ling Luo, Bin Li, Shlomo Berkovsky, Irena Koprinska, Fang Chen
2017	—	`conf`	Phish Phinder: A Game Design Approach to Enhance User Confidence in Mitigating Phishing Attacks. HAISA Gaurav Misra, Nalin Asanka Gamagedara Arachchilage, Shlomo Berkovsky
2017	J	`jnl`	Phish Phinder: A Game Design Approach to Enhance User Confidence in Mitigating Phishing Attacks. CoRR Gaurav Misra, Nalin Asanka Gamagedara Arachchilage, Shlomo Berkovsky
2017	A	`conf`	Privacy for Recommender Systems: Tutorial Abstract. RecSys Bart P. Knijnenburg, Shlomo Berkovsky
2017	A	`ed.`	Proceedings of the Eleventh ACM Conference on Recommender Systems, RecSys 2017, Como, Italy, August 27-31, 2017 RecSys Paolo Cremonesi, Francesco Ricci, Shlomo Berkovsky, Alexander Tuzhilin
2017	J	`jnl`	Push Notifications in Diet Apps: Influencing Engagement Times and Tasks. Int. J. Hum. Comput. Interact. Jill Freyne, Jie Yin, Emily Brindal, Gilly Hendrie, Shlomo Berkovsky, Manny Noakes
2017	A*	`conf`	Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process. IJCAI Ling Luo, Bin Li, Irena Koprinska, Shlomo Berkovsky, Fang Chen
2017	A	`conf`	User Trust Dynamics: An Investigation Driven by Differences in System Performance. IUI Kun Yu, Shlomo Berkovsky, Ronnie Taib, Dan Conway, Jianlong Zhou, Fang Chen
2016	J	`jnl`	A differential privacy framework for matrix factorization recommender systems. User Model. User Adapt. Interact. Arik Friedman, Shlomo Berkovsky, Mohamed Ali Kâafar
2016	—	`conf`	Adaptivity and Personalization in Persuasive Technologies. PPT@PERSUASIVE Shlomo Berkovsky, Maurits Kaptein, Massimo Zancanaro
2016	A	`conf`	Discovering Temporal Purchase Patterns with Different Responses to Promotions. CIKM Ling Luo, Bin Li, Irena Koprinska, Shlomo Berkovsky, Fang Chen
2016	J	`jnl`	Minimal Interaction Content Discovery in Recommender Systems. ACM Trans. Interact. Intell. Syst. Branislav Kveton, Shlomo Berkovsky
2016	Misc	`conf`	Promoting UV Exposure Awareness with Persuasive, Wearable Technologies. HIC M. Sazzad Hussain, Liam Cripwell, Shlomo Berkovsky, Jill Freyne
2016	A	`conf`	Trust and Reliance Based on System Accuracy. UMAP Kun Yu, Shlomo Berkovsky, Dan Conway, Ronnie Taib, Jianlong Zhou, Fang Chen
2016	—	`conf`	Who Will Be Affected by Supermarket Health Programs? Tracking Customer Behavior Changes via Preference Modeling. PAKDD (1) Ling Luo, Bin Li, Shlomo Berkovsky, Irena Koprinska, Fang Chen
2015	—	`conf`	An analysis of new visitors' website behaviour before & after TV advertising. BESC Kyrylo Medvediev, Guandong Xu, Shlomo Berkovsky, Yury Onikienko
2015	A	`conf`	Applying Differential Privacy to Matrix Factorization. RecSys Arnaud Berlioz, Arik Friedman, Mohamed Ali Kâafar, Roksana Boreli, Shlomo Berkovsky
2015	—	`conf`	Blending Users, Content, and Emotions for Movie Recommendations. ASM@ACM Multimedia Shlomo Berkovsky
2015	A	`conf`	Characterizing and Predicting Viral-and-Popular Video Content. CIKM David Vallet, Shlomo Berkovsky, Sebastien Ardon, Anirban Mahanti, Mohamed Ali Kâafar
2015	—	`ch.`	Cross-Domain Recommender Systems. Recommender Systems Handbook Iván Cantador, Ignacio Fernández-Tobías, Shlomo Berkovsky, Paolo Cremonesi
2015	A	`conf`	Data Quality Matters in Recommender Systems. RecSys Oren Sar Shalom, Shlomo Berkovsky, Royi Ronen, Elad Ziklik, Amihood Amir
2015	—	`conf`	Emotion-Based Movie Recommendations: How Far Can We Take This? EMPIRE@RecSys Shlomo Berkovsky
2015	—	`conf`	Exploring the Jenolan Caves: bringing the physical world to 3D online education. Web3D Matt Adcock, Stuart Anderson, Shlomo Berkovsky, Paul Flick, Dennis Frousheger, Brett Grandbois, Chris Gunn, David Haddon, Jane Li, Thomas Lowe, Benjamin Mackey, Frederick Pauling, Christian Richter, Kazys Stepanas, Fletcher Talbot, Gavin Walker, Belinda Ward, Luke Tomes, Sally Miles, Daniel Keogh, Ben Colenso, Hay Wie Lie, Dean Longmore, Jayden Hanly, Dave Canavan
2015	A*	`conf`	Influencing Individually: Fusing Personalization and Persuasion (Extended Abstract). IJCAI Shlomo Berkovsky, Jill Freyne, Harri Oinas-Kukkonen
2015	—	`conf`	Interaction Design in a Mobile Food Recommender System. IntRS@RecSys Mehdi Elahi, Mouzhi Ge, Francesco Ricci, Ignacio Fernández-Tobías, Shlomo Berkovsky, David Massimo
2015	A	`conf`	Minimal Interaction Search in Recommender Systems. IUI Branislav Kveton, Shlomo Berkovsky
2015	A*	`conf`	Optimal Greedy Diversity for Recommendation. IJCAI Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen
2015	J	`jnl`	Personalized Social Network Activity Feeds for Increased Interaction and Content Contribution. Frontiers Robotics AI Shlomo Berkovsky, Jill Freyne
2015	—	`ch.`	Privacy Aspects of Recommender Systems. Recommender Systems Handbook Arik Friedman, Bart P. Knijnenburg, Kris Vanhecke, Luc Martens, Shlomo Berkovsky
2015	A*	`conf`	Web Personalization and Recommender Systems. KDD Shlomo Berkovsky, Jill Freyne
2014	J	`jnl`	DUM: Diversity-Weighted Utility Maximization for Recommendations. CoRR Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen
2014	—	`conf`	Diversified Utility Maximization for Recommendations. RecSys Posters Azin Ashkan, Branislav Kveton, Shlomo Berkovsky, Zheng Wen
2014	A	`conf`	Graph-Based Recommendations: Make the Most Out of Social Data. UMAP Amit Tiroshi, Shlomo Berkovsky, Mohamed Ali Kâafar, David Vallet, Tsvi Kuflik
2014	A	`conf`	Improving business rating predictions using graph based features. IUI Amit Tiroshi, Shlomo Berkovsky, Mohamed Ali Kâafar, David Vallet, Terence Chen, Tsvi Kuflik
2014	—	`conf`	Interactive Food Recommendation for Groups. RecSys Posters Mehdi Elahi, Mouzhi Ge, Francesco Ricci, David Massimo, Shlomo Berkovsky
2014	—	`conf`	Matrix Factorization without User Data Retention. PAKDD (1) David Vallet, Arik Friedman, Shlomo Berkovsky
2013	—	`ed.`	Adjunct Proceedings of the 8th International Conference on Persuasive Technology, PERSUASIVE 2013, Sydney, Australia, April 3-5, 2013 PERSUASIVE (Adjunct Proceedings) Shlomo Berkovsky, Jill Freyne
2013	A	`conf`	Catch-up TV recommendations: show old favourites and find new ones. RecSys Mengxi Xu, Shlomo Berkovsky, Sebastien Ardon, Sipat Triukose, Anirban Mahanti, Irena Koprinska
2013	B	`conf`	Colours That Move You: Persuasive Ambient Activity Displays. PERSUASIVE Patrick Burns, Christopher Lueg, Shlomo Berkovsky
2013	A	`conf`	Cross social networks interests predictions based ongraph features. RecSys Amit Tiroshi, Shlomo Berkovsky, Mohamed Ali Kâafar, Terence Chen, Tsvi Kuflik
2013	—	`conf`	Food Recommendations: Biases that Underpin Ratings. Decisions@RecSys Shlomo Berkovsky, Jill Freyne
2013	A	`conf`	Inform or Flood: Estimating When Retweets Duplicate. UMAP Amit Tiroshi, Tsvi Kuflik, Shlomo Berkovsky
2013	J	`jnl`	Introduction to the Special Issue on Adaptive Hypermedia. New Rev. Hypermedia Multim. Paul De Bra, Jill Freyne, Shlomo Berkovsky
2013	—	`ed.`	Late-Breaking Results, Project Papers and Workshop Proceedings of the 21st Conference on User Modeling, Adaptation, and Personalization., Rome, Italy, June 10-14, 2013 UMAP Workshops Shlomo Berkovsky, Eelco Herder, Pasquale Lops, Olga C. Santos
2013	J	`jnl`	Movie recommendation in context. ACM Trans. Intell. Syst. Technol. Alan Said, Shlomo Berkovsky, Ernesto William De Luca
2013	—	`conf`	Network activity feed: finding needles in a haystack. MSM Shlomo Berkovsky
2013	J	`jnl`	On the potential of recommendation technologies for efficient content delivery networks. Comput. Commun. Rev. Mohamed Ali Kâafar, Shlomo Berkovsky, Benoit Donnet
2013	—	`conf`	Personalised Network Activity Feeds: Finding Needles in the Haystacks. MSM/MUSE Shlomo Berkovsky, Jill Freyne
2013	B	`ed.`	Persuasive Technology - 8th International Conference, PERSUASIVE 2013, Sydney, NSW, Australia, April 3-5, 2013. Proceedings PERSUASIVE Shlomo Berkovsky, Jill Freyne
2013	J	`jnl`	Rating Bias and Preference Acquisition. ACM Trans. Interact. Intell. Syst. Jill Freyne, Shlomo Berkovsky, Gregory Smith
2012	—	`conf`	Activmon: encouraging physical activity through ambient social awareness. CHI Extended Abstracts Patrick Burns, Christopher Lueg, Shlomo Berkovsky
2012	—	`conf`	Factors associated with persistent participation in an online diet intervention. CHI Extended Abstracts Jill Freyne, Ian Saunders, Emily Brindal, Shlomo Berkovsky, Gregory Smith
2012	J	`jnl`	Influencing Individually: Fusing Personalization and Persuasion. ACM Trans. Interact. Intell. Syst. Shlomo Berkovsky, Jill Freyne, Harri Oinas-Kukkonen
2012	—	`conf`	Mobile applications to support dietary change: highlighting the importance of evaluation context. CHI Extended Abstracts Jill Freyne, Emily Brindal, Gilly Hendrie, Shlomo Berkovsky, Mac Coombe
2012	—	`conf`	Next-generation social TV content discovery. UMAP Workshops Sebastien Ardon, Salim Bensiali, Hilary Cinis, Jeff Wang, Shlomo Berkovsky
2012	A	`conf`	Personalized Network Updates: Increasing Social Interactions and Contributions in Social Networks. UMAP Shlomo Berkovsky, Jill Freyne, Gregory Smith
2012	J	`jnl`	Physical Activity Motivating Games: Be Active and Get Your Own Reward. ACM Trans. Comput. Hum. Interact. Shlomo Berkovsky, Jill Freyne, Mac Coombe
2012	J	`jnl`	The impact of data obfuscation on the accuracy of collaborative filtering. Expert Syst. Appl. Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
2012	—	`conf`	Time dependency in TV viewer clustering. UMAP Workshops Mengxi Xu, Shlomo Berkovsky, Irena Koprinska, Sebastien Ardon, Kalina Yacef
2011	—	`conf`	ActivMON: A Wearable Ambient Activity Display. MMS Patrick Burns, Christopher Peter Lueg, Shlomo Berkovsky
2011	A	`conf`	Challenge on context-aware movie recommendation: CAMRa2011. RecSys Alan Said, Shlomo Berkovsky, Ernesto William De Luca, Jannis Hermanns
2011	J	`jnl`	Engaging Families in Lifestyle Changes Through Social Networking. Int. J. Hum. Comput. Interact. Nilufar Baghaei, Stephen Kimani, Jill Freyne, Emily Brindal, Shlomo Berkovsky, Gregory Smith
2011	B	`conf`	Personalized Techniques for Lifestyle Change. AIME Jill Freyne, Shlomo Berkovsky, Nilufar Baghaei, Stephen Kimani, Gregory Smith
2011	A	`conf`	Recipe Recommendation: Accuracy and Reasoning. UMAP Jill Freyne, Shlomo Berkovsky, Gregory Smith
2011	A	`conf`	Selecting Items of Relevance in Social Network Feeds. UMAP Shlomo Berkovsky, Jill Freyne, Stephen Kimani, Gregory Smith
2010	A	`conf`	Activity awareness in family-based healthy living online social networks. IUI Stephen Kimani, Shlomo Berkovsky, Gregory Smith, Jill Freyne, Nilufar Baghaei, Dipak Bhandari
2010	A	`conf`	Activity interface for physical activity motivating games. IUI Shlomo Berkovsky, Mac Coombe, Richard Helmer
2010	J	`jnl`	An Analysis of Group Recommendation Strategies. J. Adv. Comput. Intell. Intell. Informatics Shlomo Berkovsky, Jill Freyne
2010	A	`conf`	Context-awareness in recommender systems: research workshop and movie recommendation challenge. RecSys Gediminas Adomavicius, Alexander Tuzhilin, Shlomo Berkovsky, Ernesto William De Luca, Alan Said
2010	—	`conf`	Gender and role differences in family-based healthy living networks. CHI Extended Abstracts Stephen Kimani, Nilufar Baghaei, Jill Freyne, Shlomo Berkovsky, Dipak Bhandari, Gregory Smith
2010	A	`conf`	Group-based recipe recommendations: analysis of data aggregation strategies. RecSys Shlomo Berkovsky, Jill Freyne
2010	B	`conf`	Improving health information access through social networking. CBMS Jill Freyne, Shlomo Berkovsky, Stephen Kimani, Nilufar Baghaei, Emily Brindal
2010	A	`conf`	Intelligent food planning: personalized recipe recommendation. IUI Jill Freyne, Shlomo Berkovsky
2010	A	`conf`	Isn't it great?: you can PLAY, MATE! IUI Shlomo Berkovsky, Mac Coombe, Jill Freyne, Dipak Bhandari
2010	A	`conf`	Mobile mentor: weight management platform. IUI Jill Freyne, Dipak Bhandari, Shlomo Berkovsky, Lyle Borlase, Chris Campbell, Steve Chau
2010	A*	`conf`	Physical activity motivating games: virtual rewards for real activity. CHI Shlomo Berkovsky, Mac Coombe, Jill Freyne, Dipak Bhandari, Nilufar Baghaei
2010	A	`conf`	Recommender algorithms in activity motivating games. RecSys Shlomo Berkovsky, Jill Freyne, Mac Coombe, Dipak Bhandari
2010	A	`conf`	Recommending Food: Reasoning on Recipes and Ingredients. UMAP Jill Freyne, Shlomo Berkovsky
2010	A	`conf`	Social networking feeds: recommending items of interest. RecSys Jill Freyne, Shlomo Berkovsky, Elizabeth M. Daly, Werner Geyer
2009	—	`ch.`	Addressing Challenges of Ubiquitous User Modeling: Between Mediation and Semantic Integration. Advances in Ubiquitous User Modelling Shlomo Berkovsky, Dominik Heckmann, Tsvi Kuflik
2009	—	`book`	Advances in Ubiquitous User Modelling, Revised Selected Papers Advances in Ubiquitous User Modelling Tsvi Kuflik, Shlomo Berkovsky, Francesca Carmagnola, Dominik Heckmann, Antonio Krüger
2009	—	`conf`	Aggregation Trade Offs in Family Based Recommendations. Australasian Conference on Artificial Intelligence Shlomo Berkovsky, Jill Freyne, Mac Coombe
2009	J	`jnl`	Cross-representation mediation of user models. User Model. User Adapt. Interact. Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
2009	B	`conf`	Designing games to motivate physical activity. PERSUASIVE Shlomo Berkovsky, Dipak Bhandari, Stephen Kimani, Nathalie Colineau, Cécile Paris
2009	—	`conf`	Physical Activity Motivating Games. AICS Shlomo Berkovsky, Jill Freyne, Mac Coombe
2009	Misc	`conf`	Physical activity motivating games: you can OZCHI Shlomo Berkovsky, Jill Freyne, Mac Coombe, Dipak Bhandari, Nilufar Baghaei
2009	Misc	`conf`	SOFA: an online social network for engaging and motivating families to adopt a healthy lifestyle. OZCHI Nilufar Baghaei, Jill Freyne, Stephen Kimani, Gregory Smith, Shlomo Berkovsky, Dipak Bhandari, Nathalie Colineau, Cécile Paris
2008	—	`conf`	Adaptive Retrieval of Semi-structured Data. AH Yosi Ben-Asher, Shlomo Berkovsky, Paolo Busetta, Yaniv Eytani, Sadek Jbara, Tsvi Kuflik
2008	—	`conf`	Aspect-Based Personalized Text Summarization. AH Shlomo Berkovsky, Timothy Baldwin, Ingrid Zukerman
2008	—	`ch.`	Efficient Collaborative Filtering in Content-Addressable Spaces. Personalization Techniques and Recommender Systems Shlomo Berkovsky, Yaniv Eytani, Larry M. Manevitz
2008	J	`jnl`	Mediation of user models for enhanced personalization in recommender systems. User Model. User Adapt. Interact. Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
2008	A	`conf`	UbiqUM 2008: theories and applications of ubiquitous user modeling. IUI Tsvi Kuflik, Shlomo Berkovsky, Dominik Heckmann, Antonio Krüger
2008	—	`conf`	Using Collaborative Models to Adaptively Predict Visitor Locations in Museums. AH Fabian Bohnert, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin, Liz Sonenberg
2008	J	`jnl`	Using interest and transition models to predict visitor locations in museums. AI Commun. Fabian Bohnert, Ingrid Zukerman, Shlomo Berkovsky, Timothy Baldwin, Liz Sonenberg
2007	—	`conf`	Cross-Domain Mediation in Collaborative Filtering. User Modeling Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
2007	A	`conf`	Distributed collaborative filtering with domain specialization. RecSys Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
2007	J	`jnl`	Efficient Collaborative Filtering in Content-Addressable Spaces. Int. J. Pattern Recognit. Artif. Intell. Shlomo Berkovsky, Yaniv Eytani, Larry M. Manevitz
2007	A	`conf`	Enhancing privacy and preserving accuracy of a distributed collaborative filtering. RecSys Shlomo Berkovsky, Yaniv Eytani, Tsvi Kuflik, Francesco Ricci
2007	J	`jnl`	P2P case storage and retrieval with an unspecified ontology. Artif. Intell. Rev. Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
2006	—	`conf`	Collaborative Filtering Based on Content Addressing. ICEIS (2) Shlomo Berkovsky, Yaniv Eytani, Larry M. Manevitz
2006	—	`conf`	Cross-Technique Mediation of User Models. AH Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
2006	—	`conf`	Decentralized Mediation of User Models for a Better Personalization. AH Shlomo Berkovsky
2006	A	`conf`	Identifying Inter-Domain Similarities Through Content-Based Analysis of Hierarchical Web-Directories. ECAI Shlomo Berkovsky, Dan Goldwasser, Tsvi Kuflik, Francesco Ricci
2006	Misc	`conf`	Management of unspecified semi-structured data in multi-agent environment. SAC Yosi Ben-Asher, Shlomo Berkovsky, Yaniv Eytani
2006	—	`conf`	Predicting User Experiences through Cross-Context Reasoning. LWA Shlomo Berkovsky, Tsvi Kuflik, Lora Aroyo, Dominik Heckmann, Alexander Kröner, Francesco Ricci, Geert-Jan Houben
2006	—	`conf`	Retrieval of Collaborative Filtering Nearest Neighbors in a Content-Addressable Space. ICEIS (Selected Papers) Shlomo Berkovsky, Yaniv Eytani, Larry M. Manevitz
2006	J	`jnl`	Semantic Data Management in Peer-to-Peer E-Commerce Applications. J. Data Semant. Yosi Ben-Asher, Shlomo Berkovsky
2005	—	`conf`	Entertainment Personalization Mechanism Through Cross-Domain User Modeling. INTETAIN Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
2005	—	`conf`	Measuring the Relative Performance of Schema Matchers. Web Intelligence Shlomo Berkovsky, Yaniv Eytani, Avigdor Gal
2005	C	`conf`	P2P Case Retrieval with an Unspecified Ontology. ICCBR Shlomo Berkovsky, Tsvi Kuflik, Francesco Ricci
2005	—	`conf`	Semantic Platform for Context-Aware Publish/Subscribe M-Commerce. SAINT Workshops Shlomo Berkovsky, Yaniv Eytani
2005	—	`conf`	Ubiquitous User Modeling in Recommender Systems. User Modeling Shlomo Berkovsky
2005	J	`jnl`	Using J2EE/NET Clusters for Parallel Computations of Join Queries in Distributed Databases. J. Digit. Inf. Manag. Yosi Ben-Asher, Shlomo Berkovsky, Eduard Gelzin, Ariel Tammam, Miri Vilkhov
2004	—	`conf`	Using a J2EE Cluster for Parallel Computation of Join Queries in Distributed Databases. ISPDC/HeteroPar Yosi Ben-Asher, Shlomo Berkovsky, Ariel Tammam, Edi Shmueli