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20092026

Research activity per year

Personal profile

About Me

I am a faculty member and Director of the Information Systems Program at the School of Business Administration, Bar-Ilan University. My research develops AI-based analytical models for understanding social, organizational, biomedical, and mental-health processes and for supporting scientific research and business decision-making. I work at the intersection of big data analytics, complex network analysis, graph mining, social media analytics, machine learning, natural language processing, computational biology, psychological medicine, and health informatics. Recent projects include AI-enabled detection of hidden medication side effects, childbirth-related PTSD screening from narratives and clinical data, knowledge graphs for biomedical discovery, and modeling information spread and collective behavior in online communities.

Education/Academic qualification

PhD, Ben-Gurion University of the Negev

Oct 2014Feb 2019

Award Date: 1 Feb 2019

Master's Degree, Ben-Gurion University of the Negev

… → Jun 2009

Bachelor, Ben-Gurion University of the Negev

… → Jun 2008

Research

  • Fields of Interest
  • Big Data and Data Analytics
  • Complex Network Analysis
  • Graph Mining
  • Social Media Analytics
  • Computational Biology, Psychological Medicine, and Mental Health
  • Artificial Intelligence and Machine Learning
  • Natural Language Processing (NLP)
  • תחומי מחקר
  • ביג דאטה וניתוח נתונים
  • ניתוח רשתות מורכבות
  • כריית גרפים
  • ניתוח מדיה חברתית
  • ביולוגיה חישובית, רפואה פסיכולוגית ובריאות הנפש
  • בינה מלאכותית ולמידת מכונה
  • עיבוד שפה טבעית (NLP)

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Collaborations and top research areas from the last five years

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