Skip to main content

Alon Bartal, Ph.D.

Short Bio

I am an Assistant Professor (Senior Lecturer) of Information Systems at the Graduate Business School at Bar-Ilan University (BIU), where I lead the BartaLab (Bartal-Lab). In addition, I serve as the Director of the Information Systems Program at BIU. My research focuses on leveraging machine learning to model and analyze large, dynamic, and interconnected systems. Specifically, I explore complex, richly-labeled relational structures, such as graphs and networks, across various scales, from protein interactions in a cell to social interactions in human societies. My work spans applications in commonsense reasoning, recommender systems, computational social science, as well as computational biology and health. In particular, I'm interested in harnessing social media data to address biomedical challenges, bridging the gap between computational models and real-world healthcare problems.

Learn more

Fields of Interest

Social Media, Human–AI Interaction & Education

Information Systems in Health and Medicine

Artificial Intelligence & Graph-Based Learning

Recent Publications

Brettler, Liad ; Berman, Eden ; Jagodnik, Kathleen M. et al. / DruGNNosis-MoA : Elucidating Drug Mechanisms as Etiological or Palliative With Graph Neural Networks Employing a Large Language Model. In: IEEE Journal of Biomedical and Health Informatics. 2025 ; Vol. 29, No. 9. pp. 6892-6901.
Bartal, Alon ; Jagodnik, Kathleen M. ; Pliskin, Nava et al. / Utilizing AI and Social Media Analytics to Discover Unreported Adverse Side Effects of GLP-1 Receptor Agonists Used for Obesity Treatment. Proceedings of the 58th Hawaii International Conference on System Sciences, HICSS 2025. editor / Tung X. Bui. IEEE Computer Society, 2025. pp. 5931-5940 (Proceedings of the Annual Hawaii International Conference on System Sciences).
ברטלר, ליעד ; ברמן, עדן ; ימיני, מאור et al. / סיווג מנגנוני פעולה של תרופות כאטיולוגיים או כפליאטיביים בעזרת רשתות מורכבות ומודלי שפה גדולים. In: תיאוריה ופרקטיקה בניהול. 2024 ; Vol. 8. pp. 49-63.
Bartal, Alon ; Jagodnik, Kathleen M. ; Chan, Sabrina J. et al. / AI and narrative embeddings detect PTSD following childbirth via birth stories. In: Scientific Reports. 2024 ; Vol. 14, No. 1.

Messages

Join Us

We’re always excited to hear from motivated students and researchers who want to be part of our work.

If you’re looking for an advisor, a project, or just curious about what we do, feel free to reach out by email. When you write, please include:

  1. Your CV

  2. Your academic transcript

  3. A short paragraph about why this kind of research interests you

You can also fill out the form below.

Contact Us