Web User Profile Using XUL and Information Retrieval Techniques

Abstract

This paper presents the importance of user profile in information retrieval, information filtering and recommender systems using explicit and implicit feedback. A Firefox extension (based on XUL) used for gathering data needed to infer a web user profile and an example file with collected data are presented. Also an algorithm for creating and updating the user profile and keeping track of a fixed number k of subjects of interest is presented.

Keywords

• web user profile
• Firefox extension
• term weighted vector space model
• document representation