2009Unpublished venueRequires access

A user model for personalization services

YeSun Joung, Magda El Zarki, Ramesh Jain

Open publisher page 20 citations

Abstract

A user model is essential to support personalization services. However, the user models that are used in most systems are designed in an ad-hoc manner and often related to their application domains. It hinders service interoperability and increases the amount of work. In this paper, we focus on defining a general user model in order to represent user information and the user context. This paper contributes two points: a survey on existing context based systems and a user model for personalization. The survey analyses previous context based systems and provides different kinds of features used in their systems. Based on this survey, we propose a user model to capture user information and contexts for personalization application.

About this research paper

What this paper is about

A user model is essential to support personalization services. However, the user models that are used in most systems are designed in an ad-hoc manner and often related to their application domains. It hinders service interoperability and increases the amount of work. In this paper, we focus on defining a general user model in order to represent user information and the user context. This paper contributes two points: a survey on existing context based systems and a user model for personalization. The survey analyses previous context based systems and provides different kinds of features used in their systems. Based on this survey, we propose a user model to capture user information and contexts for personalization application.

Why it matters

OpenAlex reports 20 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

A user model is essential to support personalization services. However, the user models that are used in most systems are designed in an ad-hoc manner and often related to their application domains. It hinders service interoperability and increases the amount of work. In this paper, we focus on defining a general user model in order to represent user information and the user context. This paper contributes two points: a survey on existing context based systems and a user model for personalization. The survey analyses previous context based systems and provides different kinds of features used in their systems. Based on this survey, we propose a user model to capture user information and contexts for personalization application.

Key concepts: Personalization, Computer science, User modeling, Interoperability, Context (archaeology), World Wide Web, Focus (optics), Service (business)

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