Shlomo Berkovsky

Orcid: 0000-0003-2638-4121

Affiliations:
  • CSIRO


According to our database1, Shlomo Berkovsky authored at least 173 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Emerging Applications and Translational Challenges for AI in Healthcare.
Inf., February, 2024

2023
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., November, 2023

2022 TiiS Best Paper Announcement.
ACM Trans. Interact. Intell. Syst., September, 2023

Clinical named entity recognition and relation extraction using natural language processing of medical free text: A systematic review.
Int. J. Medical Informatics, September, 2023

Collaboration, not Confrontation: Understanding General Practitioners' Attitudes Towards Natural Language and Text Automation in Clinical Practice.
ACM Trans. Comput. Hum. Interact., April, 2023

Eye-tracking-based personality prediction with recommendation interfaces.
User Model. User Adapt. Interact., March, 2023

DDoD: Dual Denial of Decision Attacks on Human-AI Teams.
IEEE Pervasive Comput., 2023

Domain-Specific Pretraining Improves Confidence in Whole Slide Image Classification.
CoRR, 2023

How Well Do AI-Enabled Decision Support Systems Perform in Clinical Settings?
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

Denoising Cough Sound Recordings Using Neural Networks.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Design and Evaluation of Cross-Domain Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2022

Design Considerations for Immersive Virtual Reality Applications for Older Adults: A Scoping Review.
Multimodal Technol. Interact., 2022

Colour adaptive generative networks for stain normalisation of histopathology images.
Medical Image Anal., 2022

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., 2022

Symbolic and Statistical Learning Approaches to Speech Summarization: A Scoping Review.
Comput. Speech Lang., 2022

Weak label based Bayesian U-Net for optic disc segmentation in fundus images.
Artif. Intell. Medicine, 2022

Few-shot fine-tuning SOTA summarization models for medical dialogues.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2022

Adaptive Unified Contrastive Learning for Imbalanced Classification.
Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

Detecting Cough Recordings in Crowdsourced Data Using CNN-RNN.
Proceedings of the IEEE-EMBS International Conference on Biomedical and Health Informatics, 2022

Healthcare Privacy.
Modern Socio-Technical Perspectives on Privacy, 2022

Tracking and Personalization.
Modern Socio-Technical Perspectives on Privacy, 2022

2021
Health personalisation: from wellbeing to medicine.
SIGWEB Newsl., 2021

Benchmarking Audio Signal Representation Techniques for Classification with Convolutional Neural Networks.
Sensors, 2021

Prediction of anxiety disorders using a feature ensemble based bayesian neural network.
J. Biomed. Informatics, 2021

Analyzing security issues of android mobile health and medical applications.
J. Am. Medical Informatics Assoc., 2021

Severity Assessment and Progression Prediction of COVID-19 Patients Based on the LesionEncoder Framework and Chest CT.
Inf., 2021

A diversified shared latent variable model for efficient image characteristics extraction and modelling.
Neurocomputing, 2021

Empirical analysis of Zipf's law, power law, and lognormal distributions in medical discharge reports.
Int. J. Medical Informatics, 2021

Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation.
IEEE Intell. Syst., 2021

Empirical Security and Privacy Analysis of Mobile Symptom Checking Applications on Google Play.
CoRR, 2021

Detecting pertussis in the pediatric population using respiratory sound events and CNN.
Biomed. Signal Process. Control., 2021

Empirical Security and Privacy Analysis of Mobile Symptom Checking Apps on Google Play.
Proceedings of the 18th International Conference on Security and Cryptography, 2021

Semi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Texture Enhanced Generative Adversarial Network For Stain Normalisation In Histopathology Images.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Research directions in session-based and sequential recommendation.
User Model. User Adapt. Interact., 2020

Personality Sensing: Detection of Personality Traits Using Physiological Responses to Image and Video Stimuli.
ACM Trans. Interact. Intell. Syst., 2020

Envisioning an artificial intelligence documentation assistant for future primary care consultations: A co-design study with general practitioners.
J. Am. Medical Informatics Assoc., 2020

Modeling humans via physiological and behavioral signals.
Interactions, 2020

Identifying relevant information in medical conversations to summarize a clinician-patient encounter.
Health Informatics J., 2020

Automatic Speech Summarisation: A Scoping Review.
CoRR, 2020

Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation.
CoRR, 2020

Keynote Abstract: Health Personalisation: From Wellbeing to Medicine.
Proceedings of the 5th International Workshop on Health Recommender Systems co-located with the 14th ACM Conference on Recommender Systems 2020 (RecSys 2020), 2020

Robust Vision-Based Workout Analysis Using Diversified Deep Latent Variable Model.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

ECG-Derived Heart Rate Variability Interpolation and 1-D Convolutional Neural Networks for Detecting Sleep Apnea.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Detecting Personality Traits Using Inter-Hemispheric Asynchrony of the Brainwaves.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Voice Command Recognition Using Biologically Inspired Time-Frequency Representation and Convolutional Neural Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Epileptic Seizure Detection Using Multi-Channel EEG Wavelet Power Spectra and 1-D Convolutional Neural Networks.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Revisiting Habitability in Conversational Systems.
Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

Visualizing Program Genres' Temporal-Based Similarity in Linear TV Recommendations.
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020

2019
Challenges of developing a digital scribe to reduce clinical documentation burden.
npj Digit. Medicine, 2019

Do I trust my machine teammate?: an investigation from perception to decision.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Social Engineering and Organisational Dependencies in Phishing Attacks.
Proceedings of the Human-Computer Interaction - INTERACT 2019, 2019

Detecting Personality Traits Using Eye-Tracking Data.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018
Do I Trust a Machine? Differences in User Trust Based on System Performance.
Proceedings of the Human and Machine Learning, 2018

A Hybrid Recommendation Approach for Open Research Datasets.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

A Cross-Cultural Analysis of Trust in Recommender Systems.
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018

2017
Push Notifications in Diet Apps: Influencing Engagement Times and Tasks.
Int. J. Hum. Comput. Interact., 2017

Graph Based Recommendations: From Data Representation to Feature Extraction and Application.
CoRR, 2017

Does Weather Matter?: Causal Analysis of TV Logs.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Online Engagement for a Healthier You: A Case Study of Web-based Supermarket Health Program.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Get to the Bottom: Causal Analysis for User Modeling.
Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

A Qualitative Investigation of Bank Employee Experiences of Information Security and Phishing.
Proceedings of the Thirteenth Symposium on Usable Privacy and Security, 2017

Privacy for Recommender Systems: Tutorial Abstract.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Do Users Matter? The Contribution of User-Driven Feature Weights to Open Dataset Recommendations.
Proceedings of the Poster Track of the 11th ACM Conference on Recommender Systems (RecSys 2017), 2017

User Trust Dynamics: An Investigation Driven by Differences in System Performance.
Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

How to Recommend?: User Trust Factors in Movie Recommender Systems.
Proceedings of the 22nd International Conference on Intelligent User Interfaces, 2017

Tracking the Evolution of Customer Purchase Behavior Segmentation via a Fragmentation-Coagulation Process.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Interacting with Genomic Data: Clinician Requirements and Prototype Structure.
Proceedings of the Integrating and Connecting Care, 2017

Phish Phinder: A Game Design Approach to Enhance User Confidence in Mitigating Phishing Attacks.
Proceedings of the Eleventh International Symposium on Human Aspects of Information Security & Assurance, 2017

Indexing Cognitive Load using Blood Volume Pulse Features.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016
A differential privacy framework for matrix factorization recommender systems.
User Model. User Adapt. Interact., 2016

Minimal Interaction Content Discovery in Recommender Systems.
ACM Trans. Interact. Intell. Syst., 2016

Trust and Reliance Based on System Accuracy.
Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Adaptivity and Personalization in Persuasive Technologies.
Proceedings of the International Workshop on Personalization in Persuasive Technology co-located with the 11th International Conference on Persuasive Technology (PT 2016), 2016

Who Will Be Affected by Supermarket Health Programs? Tracking Customer Behavior Changes via Preference Modeling.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Promoting UV Exposure Awareness with Persuasive, Wearable Technologies.
Proceedings of the Digital Health Innovation for Consumers, Clinicians, Connectivity and Community, 2016

Discovering Temporal Purchase Patterns with Different Responses to Promotions.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Privacy Aspects of Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2015

Cross-Domain Recommender Systems.
Proceedings of the Recommender Systems Handbook, 2015

Personalized Social Network Activity Feeds for Increased Interaction and Content Contribution.
Frontiers Robotics AI, 2015


Data Quality Matters in Recommender Systems.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Interaction Design in a Mobile Food Recommender System.
Proceedings of the Joint Workshop on Interfaces and Human Decision Making for Recommender Systems, 2015

Applying Differential Privacy to Matrix Factorization.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Emotion-Based Movie Recommendations: How Far Can We Take This?
Proceedings of the 3rd Workshop on Emotions and Personality in Personalized Systems, 2015

Blending Users, Content, and Emotions for Movie Recommendations.
Proceedings of the 1st International Workshop on Affect & Sentiment in Multimedia, 2015

Web Personalization and Recommender Systems.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Minimal Interaction Search in Recommender Systems.
Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Influencing Individually: Fusing Personalization and Persuasion (Extended Abstract).
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Optimal Greedy Diversity for Recommendation.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Characterizing and Predicting Viral-and-Popular Video Content.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

An analysis of new visitors' website behaviour before & after TV advertising.
Proceedings of the 2015 International Conference on Behavioral, 2015

2014
DUM: Diversity-Weighted Utility Maximization for Recommendations.
CoRR, 2014

Graph-Based Recommendations: Make the Most Out of Social Data.
Proceedings of the User Modeling, Adaptation, and Personalization, 2014

Interactive Food Recommendation for Groups.
Proceedings of the Poster Proceedings of the 8th ACM Conference on Recommender Systems, 2014

Diversified Utility Maximization for Recommendations.
Proceedings of the Poster Proceedings of the 8th ACM Conference on Recommender Systems, 2014

Matrix Factorization without User Data Retention.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Improving business rating predictions using graph based features.
Proceedings of the 19th International Conference on Intelligent User Interfaces, 2014

2013
Movie recommendation in context.
ACM Trans. Intell. Syst. Technol., 2013

Rating Bias and Preference Acquisition.
ACM Trans. Interact. Intell. Syst., 2013

Introduction to the Special Issue on Adaptive Hypermedia.
New Rev. Hypermedia Multim., 2013

On the potential of recommendation technologies for efficient content delivery networks.
Comput. Commun. Rev., 2013

Inform or Flood: Estimating When Retweets Duplicate.
Proceedings of the User Modeling, Adaptation, and Personalization, 2013

Catch-up TV recommendations: show old favourites and find new ones.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Cross social networks interests predictions based ongraph features.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Food Recommendations: Biases that Underpin Ratings.
Proceedings of the 3rd Workshop on Human Decision Making in Recommender Systems in conjunction with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013

Personalised Network Activity Feeds: Finding Needles in the Haystacks.
Proceedings of the Mining, Modeling, and Recommending 'Things' in Social Media, 2013

Colours That Move You: Persuasive Ambient Activity Displays.
Proceedings of the Persuasive Technology - 8th International Conference, 2013

Network activity feed: finding needles in a haystack.
Proceedings of the 4th International Workshop on Modeling Social Media, 2013

2012
Physical Activity Motivating Games: Be Active and Get Your Own Reward.
ACM Trans. Comput. Hum. Interact., 2012

Influencing Individually: Fusing Personalization and Persuasion.
ACM Trans. Interact. Intell. Syst., 2012

The impact of data obfuscation on the accuracy of collaborative filtering.
Expert Syst. Appl., 2012

Time dependency in TV viewer clustering.
Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012

Personalized Network Updates: Increasing Social Interactions and Contributions in Social Networks.
Proceedings of the User Modeling, Adaptation, and Personalization, 2012

Next-generation social TV content discovery.
Proceedings of the Workshop and Poster Proceedings of the 20th Conference on User Modeling, 2012

Factors associated with persistent participation in an online diet intervention.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

Mobile applications to support dietary change: highlighting the importance of evaluation context.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

Activmon: encouraging physical activity through ambient social awareness.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2012

2011
Engaging Families in Lifestyle Changes Through Social Networking.
Int. J. Hum. Comput. Interact., 2011

Recipe Recommendation: Accuracy and Reasoning.
Proceedings of the User Modeling, Adaption and Personalization, 2011

Selecting Items of Relevance in Social Network Feeds.
Proceedings of the User Modeling, Adaption and Personalization, 2011

Challenge on context-aware movie recommendation: CAMRa2011.
Proceedings of the 2011 ACM Conference on Recommender Systems, 2011

ActivMON: A Wearable Ambient Activity Display.
Proceedings of the MMS 2011: Mobile und ubiquitäre Informationssysteme. Proceedings der 6. Konferenz, 2011

Personalized Techniques for Lifestyle Change.
Proceedings of the Artificial Intelligence in Medicine, 2011

2010
An Analysis of Group Recommendation Strategies.
J. Adv. Comput. Intell. Intell. Informatics, 2010

Recommending Food: Reasoning on Recipes and Ingredients.
Proceedings of the User Modeling, 2010

Social networking feeds: recommending items of interest.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Recommender algorithms in activity motivating games.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Group-based recipe recommendations: analysis of data aggregation strategies.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Context-awareness in recommender systems: research workshop and movie recommendation challenge.
Proceedings of the 2010 ACM Conference on Recommender Systems, 2010

Activity awareness in family-based healthy living online social networks.
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

Mobile mentor: weight management platform.
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

Intelligent food planning: personalized recipe recommendation.
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

Activity interface for physical activity motivating games.
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

Isn't it great?: you can PLAY, MATE!
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

Gender and role differences in family-based healthy living networks.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

Physical activity motivating games: virtual rewards for real activity.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010

Improving health information access through social networking.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009
Addressing Challenges of Ubiquitous User Modeling: Between Mediation and Semantic Integration.
Proceedings of the Advances in Ubiquitous User Modelling, Revised Selected Papers, 2009

Cross-representation mediation of user models.
User Model. User Adapt. Interact., 2009

Designing games to motivate physical activity.
Proceedings of the Persuasive Technology, Fourth International Conference, 2009

Physical activity motivating games: you can <i>play, mate!</i>.
Proceedings of the 21st Australasian Computer-Human Interaction Conference, 2009

SOFA: an online social network for engaging and motivating families to adopt a healthy lifestyle.
Proceedings of the 21st Australasian Computer-Human Interaction Conference, 2009

Aggregation Trade Offs in Family Based Recommendations.
Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

Physical Activity Motivating Games.
Proceedings of the Artificial Intelligence and Cognitive Science - 20th Irish Conference, 2009

2008
Efficient Collaborative Filtering in Content-Addressable Spaces.
Proceedings of the Personalization Techniques and Recommender Systems, 2008

Mediation of user models for enhanced personalization in recommender systems.
User Model. User Adapt. Interact., 2008

Using interest and transition models to predict visitor locations in museums.
AI Commun., 2008

UbiqUM 2008: theories and applications of ubiquitous user modeling.
Proceedings of the 13th International Conference on Intelligent User Interfaces, 2008

Using Collaborative Models to Adaptively Predict Visitor Locations in Museums.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008

Aspect-Based Personalized Text Summarization.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008

Adaptive Retrieval of Semi-structured Data.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2008

2007
Efficient Collaborative Filtering in Content-Addressable Spaces.
Int. J. Pattern Recognit. Artif. Intell., 2007

P2P case storage and retrieval with an unspecified ontology.
Artif. Intell. Rev., 2007

Cross-Domain Mediation in Collaborative Filtering.
Proceedings of the User Modeling 2007, 11th International Conference, 2007

Distributed collaborative filtering with domain specialization.
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007

Enhancing privacy and preserving accuracy of a distributed collaborative filtering.
Proceedings of the 2007 ACM Conference on Recommender Systems, 2007

2006
Semantic Data Management in Peer-to-Peer E-Commerce Applications.
J. Data Semant., 2006

Management of unspecified semi-structured data in multi-agent environment.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006

Predicting User Experiences through Cross-Context Reasoning.
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006

Retrieval of Collaborative Filtering Nearest Neighbors in a Content-Addressable Space.
Proceedings of the Enterprise Information Systems, 8th International Conference, 2006

Collaborative Filtering Based on Content Addressing.
Proceedings of the ICEIS 2006, 2006

Identifying Inter-Domain Similarities Through Content-Based Analysis of Hierarchical Web-Directories.
Proceedings of the ECAI 2006, 17th European Conference on Artificial Intelligence, August 29, 2006

Cross-Technique Mediation of User Models.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2006

Decentralized Mediation of User Models for a Better Personalization.
Proceedings of the Adaptive Hypermedia and Adaptive Web-Based Systems, 2006

2005
Using J2EE/NET Clusters for Parallel Computations of Join Queries in Distributed Databases.
J. Digit. Inf. Manag., 2005

Measuring the Relative Performance of Schema Matchers.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Ubiquitous User Modeling in Recommender Systems.
Proceedings of the User Modeling 2005, 2005

Semantic Platform for Context-Aware Publish/Subscribe M-Commerce.
Proceedings of the 2005 IEEE/IPSJ International Symposium on Applications and the Internet Workshops (SAINT 2005 Workshops), 31 January, 2005

Entertainment Personalization Mechanism Through Cross-Domain User Modeling.
Proceedings of the Intelligent Technologies for Interactive Entertainment, 2005

P2P Case Retrieval with an Unspecified Ontology.
Proceedings of the Case-Based Reasoning, 2005

2004
Using a J2EE Cluster for Parallel Computation of Join Queries in Distributed Databases.
Proceedings of the 3rd International Symposium on Parallel and Distributed Computing (ISPDC 2004), 2004


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