Christine Largeron

A Machine Learning System for Assisting Neophyte Researchers in Digital Libraries

2017

Although existing digital libraries such as Google Scholar and CiteSeerX propose advanced search functionalities, they do not take into consideration whether the user is new or specialized in the research domain of his query. As …

Uncovering Flat and Hierarchical Topics by Community Discovery on Word Co-occurrence Network

2024 · Data Science and Engineering

Topic modeling aims to discover latent themes in collections of text documents. It has various applications across fields such as sociology, opinion analysis, and media studies. In such areas, it is essential to have easily …