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Sangita Dutta

Sangita Dutta

Associate Professor

[email protected]
Vidwan Profile Google Scholar

Academic Information

PhD(Presubmission), IIEST Shibpur, 2025

Research Areas

Natural Language Processing Social Network Analysis Artificial Intelligence

Research Interests

My research interests lie at the intersection of Natural Language Processing (NLP), Social Network Analysis (SNA), and Artificial Intelligence (AI), with a strong emphasis on Large Language Models (LLMs). I am interested in leveraging LLMs for semantic understanding, discourse analysis, and knowledge extraction from large-scale textual and social media data. By integrating NLP-driven representations with social network structures, I aim to study information diffusion, influence dynamics, and community behavior. My work also explores graph-based learning, explainable AI, and trustworthy LLM applications for tasks such as misinformation detection, social sensing, and intelligent decision-support systems in complex social environments.

Courses Taught

Advanced Programming, Cloud Computing, Theory of Computation, Compiler Design, Design and Analysis of Algorithms, Database Management Systems

Positions Held

Associate Professor, Dept of CSE(IoT CS BT)
Placement Coordinator, Dept of CSE(IoT CS BT)
Visited AIT Thailand as Faculty Advisor in Study Abroad Programme

Publications

S. Dutta, P. Ghosh, M. Kule, and S. Chakraborty, “Unicon-lsgdm: A uniform consensus framework with community detection and weighted similarity for large-scale group decision-making,” Sadhana Journal(Accepted), 2025. Influence of opinion formation on polarization in social networks S Das, S Dutta, S Chakraborty, S Biswas 2023 14th international conference on computing communication and networking … A supervised learning algorithm for disease prediction using complex network and machine learning S Dutta, N Singh, S Das, S Chakraborty International Conference on Computational Intelligence in Pattern … Influence detection in dynamic networks: a novel overlapping community detection approach applied to COVID-19 spread analysis in India D Sangita, C Susanta Social Network Analysis and Mining 14 A heuristic approach to identify influential node in complex social networks S Dutta, S Chakraborty 2023 14th international conference on computing communication and networking … Stance Classification on FIFA World Cup Using Twitter Data A Asrar, S Das, S Dutta International Conference on Computational Intelligence in Pattern … Explainable Hybrid Recurrent Models for Stock Price Prediction: Integrating Attention for Transparency A Nandi, S Ghorai, S Banerjee, A Ghosh, AK Das, S Dutta Computational Economics, 1-36 Social Media, Polarization, and the Erosion of Informed Voting: The Impact of Echo Chambers on Democracy S Pan, S Dutta, S Samanta, S Paul, S Ghosh 2025 International Conference on Intelligent and Cloud Computing (ICoICC), 1-6 DForged-Net: Discrimination Among Original, Forged, and AI -Generated Handwritings PK Samanta, S Biswas, S Dutta, A Garai TENCON 2024 - 2024 IEEE Region 10 Conference (TENCON), 1825-1828 2024 A Novel Two-Phase Social Network-Based Consensus Mechanism: Opinion Dynamics for Large-Scale Group Decision-Making S Dutta, S Chakraborty, M Kule TENCON 2024 - 2024 IEEE Region 10 Conference (TENCON), 1256-1259