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
Maha Amami
Discipline:
Computer Science
10 Rue Lancret, 75016, Paris,
https://www.mysciencework.com/profile/maha.amami
Summary
Conferences Show More
A graph based approach to scientific paper recommendation
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...
An lda-based approach to scientific paper recommendation
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 ...
Experience
Data scientist Since November 2020
MyScienceWork (Paris FR)
Developing and implementing scholar content analysis systems:
Extracting information from scientific articles
Recommending articles to researchers
Information retrieval systems for scientific articles ...
Writer Since June 2020
Toward Data Sciences
Writing technical articles:
- Leveraging explainability in real-world ML applications
- Explaining Text classifier outcomes using LIME
PostDoc Fellow November 2018 - October 2020
CRISP research center (Milan IT)
Developing and implementing systems for:
- Labor market analysis
- Explainability of classification models
- Legal text analysis
Education
PhD in Computer Sciences April 2015 - April 2018
University of Milano-Bicocca (Milan IT)
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)
Interests
Contact me
10 Rue Lancret, 75016, Paris
live:maha.amami
