Expert finding is crucial for a wealth of applications in both academia and industry. Given a
user query and trove of academic papers, expert finding aims at retrieving the most relevant …

Finding relevant experts in specified areas is often crucial for a wide range of applications in
both academia and industry. Given a user input query and a large amount of academic …

Authors publish documents in a dynamic manner. Their topic of interest and writing style
might shift over time. Tasks such as author classification, author identification or link …

In recent years, with the vigorous development of social networks, various kinds of data in
the network have shown an explosive growth trend. Among them, a large amount of data in …

The success of research institutions heavily relies upon identifying the right researchers" for
the job": researchers may need to identify appropriate collaborators, often from across …

Expert search and team formation systems operate on collaboration networks, with nodes
representing individuals, labeled with their skills, and edges denoting collaboration …

Les travaux présentés dans cette thèse, réalisés en collaboration avec l'entreprise Digital
Scientific Research Technology, ont pour objectif de développer des modèles …