Publications
All Publications
2026
Bartal, Alon ; Pliskin, Nava ; Jagodnik, Kathleen M. et al. / ALERT : An AI-enabled decision support approach for early risk monitoring from heterogeneous data. In: Decision Support Systems. 2026 ; Vol. 207.
Allouche-Kam, Hadas ; Elhasid Felsenstein, Tal ; Arora, Isha H. et al. / Witnessing trauma in the digital era : Uncensored media associates with posttraumatic stress in perinatal women. In: Journal of Affective Disorders. 2026 ; Vol. 411.
2025
סומוקובליה, שרה ; תשובה, ניראל ; דרבין, קרינה et al. / משפיענים ברשת: ניתוח הבדלים באינטרקציות עם משפיענים וירטואליים לעומת משפיענים אנושיים. In: תיאוריה ופרקטיקה בניהול. 2025 ; Vol. 10. pp. 31-41.
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).
2024
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.
Arora, Isha Hemant ; Woscoboinik, Georgia G. ; Mokhtar, Salma et al. / A diagnostic questionnaire for childbirth related posttraumatic stress disorder : a validation study. In: American Journal of Obstetrics and Gynecology. 2024 ; Vol. 231, No. 1. pp. 134.e1-134.e13.
Jagodnik, Kathleen M. ; Ein-Dor, Tsachi ; Chan, Sabrina J. et al. / Screening for post-traumatic stress disorder following childbirth using the Peritraumatic Distress Inventory. In: Journal of Affective Disorders. 2024 ; Vol. 348. pp. 17-25.
Honig, Shanee ; Bartal, Alon ; Parmet, Yisrael et al. / Using Online Customer Reviews to Classify, Predict, and Learn About Domestic Robot Failures. In: International Journal of Social Robotics. 2024 ; Vol. 16, No. 6. pp. 1105-1130.
Jagodnik, Kathleen M. ; Dekel, Sharon ; Bartal, Alon. / Persistence of collective memory of corporate bankruptcy events discussed on X (Twitter) is influenced by pre-bankruptcy public attention. In: Scientific Reports. 2024 ; Vol. 14, No. 1.
2023
Jagodnik, Kathleen M. ; Shvili, Yael ; Bartal, Alon. / HetIG-PreDiG : A Heterogeneous Integrated Graph Model for Predicting Human Disease Genes based on gene expression. In: PLoS ONE. 2023 ; Vol. 18, No. 2 February.
Lachmann, Alexander ; Rizzo, Kaeli A. ; Bartal, Alon et al. / PrismEXP : gene annotation prediction from stratified gene-gene co-expression matrices. In: PeerJ. 2023 ; Vol. 11.
Bartal, Alon ; Jagodnik, Kathleen M. ; Chan, Sabrina J. et al. / Identifying women with postdelivery posttraumatic stress disorder using natural language processing of personal childbirth narratives. In: American Journal of Obstetrics and Gynecology MFM. 2023 ; Vol. 5, No. 3.
2022
Bartal, Alon ; Jagodnik, Kathleen M. / Progress in and Opportunities for Applying Information Theory to Computational Biology and Bioinformatics. In: Entropy. 2022 ; Vol. 24, No. 7.
ברטל, אלון ; ג'גודניק, קטלין. / נוכחות וזיכרון ברשתות חברתיות מקוונות של חברות שהכריזו על פשיטת רגל במהלך משבר הקורונה. In: תיאוריה ופרקטיקה בניהול. 2022 ; Vol. 3. pp. 1-18.
2021
Bartal, Alon ; Jagodnik, Kathleen M. / Role-aware information spread in online social networks. In: Entropy. 2021 ; Vol. 23, No. 11.
Bartal, Alon ; Ravid, Gilad. / Analyzing a large and unobtainable relationship graph using a streaming activity graph. In: Information Sciences. 2021 ; Vol. 546. pp. 1097-1112.
2020
Bartal, Alon ; Ravid, Gilad ; Tsur, Oren. / Global contagion of non-viral information. Proceedings of the 53rd Annual Hawaii International Conference on System Sciences, HICSS 2020. editor / Tung X. Bui. IEEE Computer Society, 2020. pp. 2803-2812 (Proceedings of the Annual Hawaii International Conference on System Sciences).
Bartal, Alon ; Pliskin, Nava ; Tsur, Oren. / Local/Global contagion of viral/non-viral information : Analysis of contagion spread in online social networks. In: PLoS ONE. 2020 ; Vol. 15, No. 4.
Honig, Shanee ; Bartal, Alon ; Oron-Gilad, Tal. / Using customers' online reviews to identify and classify human robot interaction failures in domestic robots. HRI 2020 - Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction. IEEE Computer Society, 2020. pp. 251-253 (ACM/IEEE International Conference on Human-Robot Interaction).
Kuleshov, Maxim V. ; Stein, Daniel J. ; Clarke, Daniel J.B. et al. / The COVID-19 Drug and Gene Set Library. In: Patterns. 2020 ; Vol. 1, No. 6.
Bartal, Alon ; Ravid, Gilad. / Member behavior in dynamic online communities : Role affiliation frequency model. In: IEEE Transactions on Knowledge and Data Engineering. 2020 ; Vol. 32, No. 9. pp. 1773-1784.
Bartal, Alon ; Lachmann, Alexander ; Clarke, Daniel J.B. et al. / EnrichrBot : Twitter bot tracking tweets about human genes. In: Bioinformatics. 2020 ; Vol. 36, No. 12. pp. 3932-3934.
2019
Bartal, Alon ; Pliskin, Nava ; Ravid, Gilad. / Modeling influence on posting engagement in online social networks : Beyond neighborhood effects. In: Social Networks. 2019 ; Vol. 59. pp. 61-76.
2018
Bartal, Alon. / Modeling influence on posting engagement : The Gaza great return March analyzed on Twitter. Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018. editor / Andrea Tagarelli ; Chandan Reddy ; Ulrik Brandes. Institute of Electrical and Electronics Engineers Inc., 2018. pp. 577-578 (Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2018).
2009
Bartal, Alon ; Sasson, Elan ; Ravid, Gilad. / Predicting links in social networks using text mining and SNA. Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009. IEEE Computer Society, 2009. pp. 131-136 (Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009).