Personal profile
Research interests
I use tools of Information Retrieval and Data Science to improve medicine, especially using data from the internet.
I also develop tools to nudge people to better health through personalized interventions.
My current research projects are:
- Learning health facts from user generated content (side effects of drugs, public health issues, and personal welfare)
- Nudging people to better health
External positions
Senior Principal Researcher
23 May 2012 → …
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Are Copywriters the Best Humans for the Job? The Case of Health-Related Ads
Levontin, L., Shuster, B., Yom-Tov, E. & Youngmann, B., 23 May 2025, WWW Companion 2025 - Companion Proceedings of the ACM Web Conference 2025. p. 2732-2735 4 p. (WWW Companion 2025 - Companion Proceedings of the ACM Web Conference 2025).Technion - Israel Institute of Technology, Bar-Ilan University
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Bridging the conversational gap in epilepsy: Using large language models to reveal insights into patient behavior and concerns from online discussions
Fennig, U., Yom-Tov, E., Savitzky, L., Nissan, J., Altman, K., Loebenstein, R., Boxer, M., Weinberg, N., Gofrit, S. G. & Maggio, N., Mar 2025, In: Epilepsia. 66, 3, p. 686-699 14 p.Tel Aviv University, Bar-Ilan University
Research output: Contribution to journal › Article › peer-review
Open Access -
Foreword from the Program Chairs
Lewin-Eytan, L., Huang, H. & Yom-Tov, E., 28 Apr 2025, In: WWW 2024 - Proceedings of the ACM Web Conference. p. v-viResearch output: Contribution to journal › Editorial
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The In-Situ Effect of Offensive Ads on Search Engine Users
Yom-Tov, E. & Levontin, L., 25 Feb 2025, In: ACM Transactions on Information Systems. 43, 3, 56.Bar-Ilan University, Technion - Israel Institute of Technology
Research output: Contribution to journal › Article › peer-review
Open Access -
A large-scale observational comparison of antidepressants and their effects
Heinz, M. V., Yom-Tov, E., Mackin, D. M., Matsumura, R. & Jacobson, N. C., Oct 2024, In: Journal of Psychiatric Research. 178, p. 219-224 6 p.Technion - Israel Institute of Technology
Research output: Contribution to journal › Article › peer-review
Open Access