معرفی
Suchana Datta is a Research Fellow at the Insight Centre for Data Analytics. Her work bridges Information Retrieval and Artificial Intelligence, with a focus on query performance prediction (QPP) and causality-driven retrieval. She has contributed extensively to improving neural ranking models through relevance feedback and reproducibility studies.
Research Highlights
- Developing novel frameworks for supervised and unsupervised QPP using deep learning and hybrid feature integration
- Advancing causality modeling in information retrieval systems
- Exploring temporal trends in 19th-century literature through computational analysis
- Pioneering work in cloud forensics with dynamic forensic frameworks
Publication Trends
Her recent work (2022-2025) emphasizes neural QPP models, reproducibility in IR experiments, and causality detection in query events. Earlier contributions (2016-2020) focus on cloud forensic frameworks like DCF and causal analysis in retrieval systems.
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