Machine Learning and User Modeling: A survey

Thierry Artières (1)

1 MALIRE - Machine Learning and Information Retrieval

This paper presents a survey of UM tasks and of related machine learning and data mining problems. It first proposes a panorama of UM applications merged in a few categories according to the similarity of the tasks from the machine learning point of view. Then it details a little more details usage mining for hypermedia and web-based applications.

Domaines: Informatique [cs]

Thierry Artières. Machine Learning and User Modeling: A survey. NATO Advanced Study on Mining Massive Data Sets for Security (MMDSS), 19, IOS Press, pp.76-84, 2007, NATO Science for Peace and Security Series - D: Information and Communication Security, ⟨10.3233/978-1-58603-898-4-76⟩. ⟨hal-01335860⟩