Dynamic user profiles for web personalisation

作者：

Highlights：

• We describe two algorithms for improving the mapping of interests to an ontology.

• We develop methods for modelling short and long-term user profiles.

• We introduce methods for adapting user profiles based on ongoing user behaviour.

• We demonstrate the effectiveness of our approach in a personalised search system.

摘要

•We describe two algorithms for improving the mapping of interests to an ontology.•We develop methods for modelling short and long-term user profiles.•We introduce methods for adapting user profiles based on ongoing user behaviour.•We demonstrate the effectiveness of our approach in a personalised search system.

论文关键词：Dynamic user profile,Modelling user behaviour,Web personalisation,Ontology,Multi-agent systems

论文评审过程：Available online 4 November 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.10.032