Information Systems Lab @ Polytechnic University of Bari
- 38 followers
- Bari, Italy
- http://sisinflab.poliba.it
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Repositories
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- beyond-accuracy-recsys-chatgpt Public
Evaluates ChatGPT's recommendation capabilities beyond accuracy, focusing on fairness, diversity, novelty, and personalization. Includes code, datasets, and evaluation scripts for analyzing LLM-based recommender systems.
- SofAgent-IIR25 Public
Repository containing the code of SofAgent, the Multi-Agent System realized in collaboration with Natuzzi Italia Innovation Center that leverages a multi-agent approach to enhance the Natuzzi customers' experience. Submitted to IIR 2025
- Enhancing-Reproducibility-and-Replicability-in-Information-Retrieval Public
Official GitHub repository of the lecture "Enhancing Reproducibility in Recommender Systems: A Path Towards Scientific Integrity and Effective Implementation", at the 2024 ACM RecSys Summer School
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- Alzheimer-XAI-NoiseDetection Public
Framework for detecting label noise in longitudinal Alzheimer’s datasets using Explainable AI (XAI). Combines SHAP-based temporal analysis with subject-level classification to identify and flag potentially mislabeled diagnostic progressions.
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