I am a data scientist working on exciting projects in NLP and data mining. I hold a PhD in computer sciences from the University of Milano-Bicocca
I am a data scientist working on exciting projects in NLP and data mining. I hold a PhD in computer sciences from the University of Milano-Bicocca
When looking for recently published scientific papers, a researcher usually focuses on the topics related to her/his scientific interests. The task of a recommender system is to provide a list of unseen papers that match these topics. The core idea of this paper is to leverage the latent topics of interest in the publications of the researchers, an...
Published in Computational Geometry and Graphs
Recommendation of scientific papers is a task aimed to support researchers in accessing relevant articles from a large pool of unseen articles. When writing a paper, a researcher focuses on the topics related to her/his scientific domain, by using a technical language. The core idea of this paper is to exploit the topics related to the researchers ...
Developing and implementing scholar content analysis systems:
Extracting information from scientific articles
Recommending articles to researchers
Information retrieval systems for scientific articles ...
Writing technical articles:
- Leveraging explainability in real-world ML applications
- Explaining Text classifier outcomes using LIME
Developing and implementing systems for:
- Labor market analysis
- Explainability of classification models
- Legal text analysis
Research and thesis on content-based, collaborative, and hybrid recommendation approaches of scientific papers by using topic modeling-based user-profiles and Information retrieval models (relevance models, language models, and LETOR models)