Ontological user profiling in recommender systems.

We explore a novel ontological approach to user profiling within recommender systems, working on the problem of recommending on-line academic research papers. Our two experimental systems, Quickstep and Foxtrot, create user profiles from unobtrusively monitored behaviour and relevance feedback, repr...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	ACM transactions on information systems. 22, 1 (2004).
1. Verfasser:	Middleton, Stuart E.
Weitere Verfasser:	Shadbolt, Nigel R., De Roure, David C.
Format:	Artikel
Sprache:	English
Schlagworte:	Agent. Machine learning. Ontology. Personalization. Recommender systems. User modelling. User profiling.