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Publications

2025

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.
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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).
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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.
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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.
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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.
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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.
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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.
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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.
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2023

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.
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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.
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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.
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2022

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.
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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.
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2021

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.
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Bartal, Alon ; Jagodnik, Kathleen M. / Role-aware information spread in online social networks. In: Entropy. 2021 ; Vol. 23, No. 11.
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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).
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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).
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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.
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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.
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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.
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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.
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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.
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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).
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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. 2009. pp. 131-136 (Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2009).
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