Elad Yom-Tov

According to our database, Elad Yom-Tov authored at least 97 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

The impact of using reinforcement learning to personalize communication on medication adherence: findings from the REINFORCE trial.

Julie C. Lauffenburger, Elad Yom-Tov, Punam A. Keller, Marie E. McDonnell, Katherine L. Crum, Gauri Bhatkhande, Ellen S. Sears, Kaitlin Hanken, Lily G. Bessette, Constance P. Fontanet, Nancy Haff, Seanna Vine, Niteesh K. Choudhry

npj Digit. Medicine, 2024

Can social media encourage diabetes self-screenings? A randomized controlled trial with Indonesian Facebook users.

Manuela Fritz, Michael Grimm, Ingmar Weber, Elad Yom-Tov, Benedictus Praditya

npj Digit. Medicine, 2024

Estimating the household secondary attack rate and serial interval of COVID-19 using social media.

Aarzoo Dhiman, Elad Yom-Tov, Lorenzo Pellis, Michael Edelstein, Richard Pebody, Andrew Hayward, Thomas A. House, Thomas Finnie, David Guzman, Vasileios Lampos, Rob Aldridge, Sarah Beale, Thomas Byrne, Jana Kovar, Isobel Braithwaite, Ellen Fragaszy, Wing Lam Erica Fong, Cyril Geismar, Susan Hoskins, Annalan Navaratnam, Vincent Nguyen, Parth Patel, Maddie Shrotri, Alexei Yavlinsky, Pia Hardelid, Linda Wijlaars, Eleni Nastouli, Moira Spyer, Anna Aryee, Rachel A. McKendry, Tao Cheng, Anne Johnson, Susan Michie, Jo Gibbs, Richard Gilson, Alison Rodger, Ingemar J. Cox

npj Digit. Medicine, 2024

The trajectories of online mental health information seeking: Modeling search behavior before and after completion of self-report screens.

Damien Lekkas, Elad Yom-Tov, Michael V. Heinz, Joseph A. Gyorda, Theresa Nguyen, Paul J. Barr, Nicholas C. Jacobson

Comput. Hum. Behav., 2024

2023

Do patients read emails from their physician containing tips on improving lifestyle habits? A pilot study.

Adam Reiter, Elad Yom-Tov, Irit Hochberg

Int. J. Medical Informatics, 2023

Tutorials at The Web Conference 2023.

Valeria Fionda, Olaf Hartig, Reyhaneh Abdolazimi, Sihem Amer-Yahia, Hongzhi Chen, Xiao Chen, Peng Cui, Jeffrey Dalton, Xin Luna Dong, Lisette Espín-Noboa, Wenqi Fan, Manuela Fritz, Quan Gan, Jingtong Gao, Xiaojie Guo, Torsten Hahmann, Jiawei Han, Soyeon Caren Han, Estevam Hruschka, Liang Hu, Jiaxin Huang, Utkarshani Jaimini, Olivier Jeunen, Yushan Jiang, Fariba Karimi, George Karypis, Krishnaram Kenthapadi, Himabindu Lakkaraju, Hady W. Lauw, Thai Le, Trung-Hoang Le, Dongwon Lee, Geon Lee, Liat Levontin, Cheng-Te Li, Haoyang Li, Ying Li, Jay Chiehen Liao, Qidong Liu, Usha Lokala, Ben London, Siqu Long, Hande Küçük-McGinty, Yu Meng, Seungwhan Moon, Usman Naseem, Pradeep Natarajan, Behrooz Omidvar-Tehrani, Zijie Pan, Devesh Parekh, Jian Pei, Tiago Peixoto, Steven Pemberton, Josiah Poon, Filip Radlinski, Federico Rossetto, Kaushik Roy, Aghiles Salah, Mehrnoosh Sameki, Amit P. Sheth, Cogan Shimizu, Kijung Shin, Dongjin Song, Julia Stoyanovich, Dacheng Tao, Johanne Trippas, Quoc Truong, Yu-Che Tsai, Adaku Uchendu, Bram van den Akker, Lin Wang, Minjie Wang, Shoujin Wang, Xin Wang, Ingmar Weber, Henry Weld, Lingfei Wu, Da Xu, Yifan Ethan Xu, Shuyuan Xu, Bo Yang, Ke Yang, Elad Yom-Tov, Jaemin Yoo, Zhou Yu, Reza Zafarani, Hamed Zamani, Meike Zehlike, Qi Zhang, Xikun Zhang, Yongfeng Zhang, Yu Zhang, Zheng Zhang, Liang Zhao, Xiangyu Zhao, Wenwu Zhu

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

2022

Inferring Unfairness and Error from Population Statistics in Binary and Multiclass Classification.

Sivan Sabato, Eran Treister, Elad Yom-Tov

CoRR, 2022

Detection of Infectious Disease Outbreaks in Search Engine Time Series Using Non-Specific Syndromic Surveillance with Effect-Size Filtering.

Oded Ovadia, Oren Elisha, Elad Yom-Tov

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

2021

WSDM'21: The 14th ACM International Conference on Web Search and Data Mining.

David Carmel, Liane Lewin-Eytan, Elad Yom-Tov, Eugene Agichtein, Evgeniy Gabrilovich

SIGWEB Newsl., 2021

Tracking COVID-19 using online search.

Vasileios Lampos, Maimuna S. Majumder, Elad Yom-Tov, Michael Edelstein, Simon Moura, Yohhei Hamada, Molebogeng X. Rangaka, Rachel A. McKendry, Ingemar J. Cox

npj Digit. Medicine, 2021

Vaccine advertising: preach to the converted or to the unaware?

Masha Krupenkin, Elad Yom-Tov, David Rothschild

npj Digit. Medicine, 2021

Algorithmic copywriting: automated generation of health-related advertisements to improve their performance.

Brit Youngmann, Elad Yom-Tov, Ran Gilad-Bachrach, Danny Karmon

Inf. Retr. J., 2021

COVID-19 Datathon Based on Deidentified Governmental Data as an Approach for Solving Policy Challenges, Increasing Trust, and Building a Community: Case Study.

Mor Peleg, Amnon Reichman, Sivan Shachar, Tamir Gadot, Meytal Avgil Tsadok, Maya Azaria, Orr Dunkelman, Shiri Hassid, Daniella Partem, Maya Shmailov, Elad Yom-Tov, Roy Cohen

CoRR, 2021

Building a Tool that Draws from the Collective Wisdom of the Internet to Help Users Respond Effectively to Anxiety-Related Questions.

Benjamin T. Kaveladze, George I. Kaveladze, Elad Yom-Tov, Stephen M. Schueller

Proceedings of the Pervasive Computing Technologies for Healthcare, 2021

2020

Modeling infection methods of computer malware in the presence of vaccinations using epidemiological models: an analysis of real-world data.

Nir Levy, Amir Rubin, Elad Yom-Tov

Int. J. Data Sci. Anal., 2020

Screening for Cancer Using a Learning Internet Advertising System.

Elad Yom-Tov

ACM Trans. Comput. Heal., 2020

Providing early indication of regional anomalies in COVID19 case counts in England using search engine queries.

Elad Yom-Tov, Vasileios Lampos, Ingemar J. Cox, Michael Edelstein

CoRR, 2020

Tracking COVID-19 using online search.

Vasileios Lampos, Simon Moura, Elad Yom-Tov, Michael Edelstein, Maimuna S. Majumder, Rachel A. McKendry, Ingemar J. Cox

CoRR, 2020

The Automated Copywriter: Algorithmic Rephrasing of Health-Related Advertisements to Improve their Performance.

Brit Youngmann, Elad Yom-Tov, Ran Gilad-Bachrach, Danny Karmon

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Privacy, Altruism, and Experience: Estimating the Perceived Value of Internet Data for Medical Uses.

Gilie Gefen, Omer Ben-Porat, Moshe Tennenholtz, Elad Yom-Tov

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Bounding the fairness and accuracy of classifiers from population statistics.

Sivan Sabato, Elad Yom-Tov

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

The Impact of Delay Announcements on Hospital Network Coordination and Waiting Times.

Jing Dong, Elad Yom-Tov, Galit B. Yom-Tov

Manag. Sci., 2019

Demographic differences in search engine use with implications for cohort selection.

Elad Yom-Tov

Inf. Retr. J., 2019

2018

Author Correction: The effectiveness of public health advertisements to promote health: a randomized-controlled trial on 794, 000 participants.

Elad Yom-Tov, Jinia Shembekar, Sarah Barclay, Peter Muennig

npj Digit. Medicine, 2018

The effectiveness of public health advertisements to promote health: a randomized-controlled trial on 794, 000 participants.

Elad Yom-Tov, Jinia Shembekar, Sarah Barclay, Peter Muennig

npj Digit. Medicine, 2018

Microsoft Malware Classification Challenge.

Royi Ronen, Marian Radu, Corina Feuerstein, Elad Yom-Tov, Mansour Ahmadi

CoRR, 2018

Clinically verified pre-screening for cancer using web search queries: Initial results.

Elad Yom-Tov

CoRR, 2018

Anxiety and Information Seeking: Evidence From Large-Scale Mouse Tracking.

Brit Youngmann, Elad Yom-Tov

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Characterizing Efficient Referrals in Social Networks.

Reut Apel, Elad Yom-Tov, Moshe Tennenholtz

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Detecting Parkinson's Disease from Interactions with a Search Engine: Is Expert Knowledge Sufficient?

Liron I. Allerhand, Brit Youngmann, Elad Yom-Tov, David Arkadir

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Discriminative Learning of Prediction Intervals.

Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

Evidence from web-based dietary search patterns to the role of B12 deficiency in chronic pain.

Eitan Giat, Elad Yom-Tov

CoRR, 2017

Modeling influenza-like illnesses through composite compartmental models.

Nir Levy, Michael Iv, Elad Yom-Tov

CoRR, 2017

Automatic Representation for Lifetime Value Recommender Systems.

Assaf Hallak, Yishay Mansour, Elad Yom-Tov

CoRR, 2017

The Werther Effect Revisited: Measuring the Effect of News Items on User Behavior.

Elad Yom-Tov, Shira H. Fischer

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Inferring Individual Attributes from Search Engine Queries and Auxiliary Information.

Luca Soldaini, Elad Yom-Tov

Proceedings of the 26th International Conference on World Wide Web, 2017

Predicting Counterfactuals from Large Historical Data and Small Randomized Trials.

Nir Rosenfeld, Yishay Mansour, Elad Yom-Tov

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

2016

Enhancing web search in the medical domain via query clarification.

Luca Soldaini, Andrew Yates, Elad Yom-Tov, Ophir Frieder, Nazli Goharian

Inf. Retr. J., 2016

Predicting drug recalls from Internet search engine queries.

Elad Yom-Tov

CoRR, 2016

A Reinforcement Learning System to Encourage Physical Activity in Diabetes Patients.

Irit Hochberg, Guy Feraru, Mark Kozdoba, Shie Mannor, Moshe Tennenholtz, Elad Yom-Tov

CoRR, 2016

The Quality of Online Answers to Parents Who Suspect That Their Child Has an Autism Spectrum Disorder.

Ayelet Ben-Sasson, Dan Pelleg, Elad Yom-Tov

Proceedings of the Tenth International Conference on Web and Social Media, 2016

Recommendations meet web browsing: enhancing collaborative filtering using internet browsing logs.

Royi Ronen, Elad Yom-Tov, Gal Lavee

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Social Media Research in the Health Domain.

Luis Fernández-Luque, Fernando Martín-Sánchez, Ingmar Weber, Elad Yom-Tov, Carolyn Petersen

Proceedings of the AMIA 2016, 2016

2015

Assessing the impact of a health intervention via user-generated Internet content.

Vasileios Lampos, Elad Yom-Tov, Richard Pebody, Ingemar J. Cox

Data Min. Knowl. Discov., 2015

On the Effect of Human-Computer Interfaces on Language Expression.

Dan Pelleg, Elad Yom-Tov, Evgeniy Gabrilovich

CoRR, 2015

Learning About Health and Medicine from Internet Data.

Elad Yom-Tov, Ingemar Johansson Cox, Vasileios Lampos

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Modularity-Based Query Clustering for Identifying Users Sharing a Common Condition.

Maayan Gal-On Harel, Elad Yom-Tov

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Early Detection of Fraud Storms in the Cloud.

Hani Neuvirth, Yehuda Finkelstein, Amit Hilbuch, Shai Nahum, Daniel Alon, Elad Yom-Tov

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Ebola data from the Internet: An Opportunity for Syndromic Surveillance or a News Event?

Elad Yom-Tov

Proceedings of the 5th International Conference on Digital Health 2015, 2015

Navigating Controversy as a Complex Search Task.

Shiri Dori-Hacohen, Elad Yom-Tov, James Allan

Proceedings of the First International Workshop on Supporting Complex Search Tasks co-located with the 37th European Conference on Information Retrieval (ECIR 2015), 2015

2014

Measuring User Engagement

Mounia Lalmas, Heather O'Brien, Elad Yom-Tov

Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, ISBN: 978-3-031-02289-0, 2014

The effect of social affinity and predictive horizon on churn prediction using diffusion modeling.

Dorit Baras, Amir Ronen, Elad Yom-Tov

Soc. Netw. Anal. Min., 2014

Evidence for echo chamber and disagreement effects in the political activity of Twitter users.

Kirill Dyagilev, Elad Yom-Tov

CoRR, 2014

Information is in the eye of the beholder: Seeking information on the MMR vaccine through an Internet search engine.

Elad Yom-Tov, Luis Fernández-Luque

Proceedings of the AMIA 2014, 2014

2013

The Effect of Social and Physical Detachment on Information Need.

Elad Yom-Tov, Fernando Diaz

ACM Trans. Inf. Syst., 2013

On information propagation in mobile call networks.

Kirill Dyagilev, Shie Mannor, Elad Yom-Tov

Soc. Netw. Anal. Min., 2013

Report on the SIGIR 2013 workshop on health search and discovery.

Ryen W. White, Elad Yom-Tov, Eric Horvitz, Eugene Agichtein, William R. Hersh

SIGIR Forum, 2013

Workshop on health search and discovery: helping users and advancing medicine.

Ryen W. White, Elad Yom-Tov, Eric Horvitz, Eugene Agichtein, William R. Hersh

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Updating Users about Time Critical Events.

Qi Guo, Fernando Diaz, Elad Yom-Tov

Proceedings of the Advances in Information Retrieval, 2013

Networked user engagement.

Janette Lehmann, Mounia Lalmas, Ricardo Baeza-Yates, Elad Yom-Tov

Proceedings of the 1st workshop on User engagement optimization, 2013

Measuring inter-site engagement.

Elad Yom-Tov, Mounia Lalmas, Ricardo Baeza-Yates, Georges Dupret, Janette Lehmann, Pinar Donmez

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

On the Relationship between Novelty and Popularity of User-Generated Content.

David Carmel, Haggai Roitman, Elad Yom-Tov

ACM Trans. Intell. Syst. Technol., 2012

The effect of links on networked user engagement.

Elad Yom-Tov, Mounia Lalmas, Georges Dupret, Ricardo Baeza-Yates, Pinar Donmez, Janette Lehmann

Proceedings of the 21st World Wide Web Conference, 2012

Models of User Engagement.

Janette Lehmann, Mounia Lalmas, Elad Yom-Tov, Georges Dupret

Proceedings of the User Modeling, Adaptation, and Personalization, 2012

Can You Believe an Anonymous Contributor? On Truthfulness in Yahoo! Answers.

Dan Pelleg, Elad Yom-Tov, Yoelle Maarek

Proceedings of the 2012 International Conference on Privacy, 2012

2011

Milepost GCC: Machine Learning Enabled Self-tuning Compiler.

Grigori Fursin, Yuriy Kashnikov, Abdul Wahid Memon, Zbigniew Chamski, Olivier Temam, Mircea Namolaru, Elad Yom-Tov, Bilha Mendelson, Ayal Zaks, Eric Courtois, François Bodin, Phil Barnard, Elton Ashton, Edwin V. Bonilla, John Thomson, Christopher K. I. Williams, Michael F. P. O'Boyle

Int. J. Parallel Program., 2011

Location and timeliness of information sources during news events.

Elad Yom-Tov, Fernando Diaz

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Out of sight, not out of mind: on the effect of social and physical detachment on information need.

Elad Yom-Tov, Fernando Diaz

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Active Online Classification via Information Maximization.

Noam Slonim, Elad Yom-Tov, Koby Crammer

Proceedings of the IJCAI 2011, 2011

2010

Estimating the Query Difficulty for Information Retrieval

David Carmel, Elad Yom-Tov

Synthesis Lectures on Information Concepts, Retrieval, and Services, Morgan & Claypool Publishers, ISBN: 978-3-031-02272-2, 2010

Social bookmark weighting for search and recommendation.

David Carmel, Haggai Roitman, Elad Yom-Tov

VLDB J., 2010

Estimating the query difficulty for information retrieval.

David Carmel, Elad Yom-Tov

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Predicting Customer Churn in Mobile Networks through Analysis of Social Groups.

Yossi Richter, Elad Yom-Tov, Noam Slonim

Proceedings of the SIAM International Conference on Data Mining, 2010

Generative models for rapid information propagation.

Kirill Dyagilev, Shie Mannor, Elad Yom-Tov

Proceedings of the First Workshop on Social Media Analytics, 2010

2009

Parallel Pairwise Clustering.

Elad Yom-Tov, Noam Slonim

Proceedings of the SIAM International Conference on Data Mining, 2009

Who tags the tags?: a framework for bookmark weighting.

David Carmel, Haggai Roitman, Elad Yom-Tov

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

A probabilistic alternative to regression suites.

Shady Copty, Shai Fine, Shmuel Ur, Elad Yom-Tov, Avi Ziv

Theor. Comput. Sci., 2008

Maintaining dynamic channel profiles on the web.

Haggai Roitman, David Carmel, Elad Yom-Tov

Proc. VLDB Endow., 2008

Better multiclass classification via a margin-optimized single binary problem.

Ran El-Yaniv, Dmitry Pechyony, Elad Yom-Tov

Pattern Recognit. Lett., 2008

A Gaussian Belief Propagation Solver for Large Scale Support Vector Machines

Danny Bickson, Elad Yom-Tov, Danny Dolev

CoRR, 2008

Automatic Debugging of Concurrent Programs through Active Sampling of Low Dimensional Random Projections.

Elad Yom-Tov, Rachel Tzoref, Shmuel Ur, Shlomo Hoory

Proceedings of the 23rd IEEE/ACM International Conference on Automated Software Engineering (ASE 2008), 2008

Enhancing digital libraries using missing content analysis.

David Carmel, Elad Yom-Tov, Haggai Roitman

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2008

2007

Serial Sharers: Detecting Split Identities of Web Authors.

Einat Amitay, Sivan Yogev, Elad Yom-Tov

Proceedings of the SIGIR 2007 International Workshop on Plagiarism Analysis, 2007

A Self-optimized Job Scheduler for Heterogeneous Server Clusters.

Elad Yom-Tov, Yariv Aridor

Proceedings of the Job Scheduling Strategies for Parallel Processing, 2007

Instrumenting where it hurts: an automatic concurrent debugging technique.

Rachel Tzoref, Shmuel Ur, Elad Yom-Tov

Proceedings of the ACM/SIGSOFT International Symposium on Software Testing and Analysis, 2007

2006

What makes a query difficult?

David Carmel, Elad Yom-Tov, Adam Darlow, Dan Pelleg

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

An Open Source Simulation Model of Software Development and Testing.

Shmuel Ur, Elad Yom-Tov, Paul Wernick

Proceedings of the Hardware and Software, 2006

Improving Resource Matching Through Estimation of Actual Job Requirements.

Elad Yom-Tov, Yariv Aridor

Proceedings of the 15th IEEE International Symposium on High Performance Distributed Computing, 2006

2005

SIGIR workshop report: predicting query difficulty - methods and applications.

David Carmel, Elad Yom-Tov, Ian Soboroff

SIGIR Forum, 2005

On the effects of adaptation to changing loads on movement-related EEG potentials.

I. Makienko, Elad Yom-Tov, Gideon F. Inbar

Biol. Cybern., 2005

Juru at TREC 2005: Query Prediction in the Terabyte and the Robust Tracks.

Elad Yom-Tov, David Carmel, Adam Darlow, Dan Pelleg, Shai Errera-Yaakov, Shai Fine

Proceedings of the Fourteenth Text REtrieval Conference, 2005

Learning to estimate query difficulty: including applications to missing content detection and distributed information retrieval.

Elad Yom-Tov, Shai Fine, David Carmel, Adam Darlow

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

2004

Juru at TREC 2004: Experiments with Prediction of Query Difficulty.

Elad Yom-Tov, Shai Fine, David Carmel, Adam Darlow, Einat Amitay

Proceedings of the Thirteenth Text REtrieval Conference, 2004

2003

An Introduction to Pattern Classification.

Elad Yom-Tov

Proceedings of the Advanced Lectures on Machine Learning, 2003

2001

Movement-related potentials during the performance of a motor task I: The effect of learning and force.

Elad Yom-Tov, A. Grossman, Gideon F. Inbar

Biol. Cybern., 2001

Movement-related potentials during the performance of a motor task II: Cerebral areas activated during learning of the task.

Elad Yom-Tov, A. Grossman, Gideon F. Inbar

Biol. Cybern., 2001

1999

A model of induced coupled movements in the human body: a case study.

Elad Yom-Tov, S. Yom-Tov, Hanoch Ur

Biol. Cybern., 1999