Lecture Notes in Computer Science, 2004, Volume 3220/2004, 128-139, DOI: 10.1007/978-3-540-30139-4_13

Integrating Intelligent Agents, User Models, and Automatic Content Categorization in a Virtual Environment

Cássia Trojahn dos Santos and Fernando Santos Osório

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Abstract

This paper presents an approach that aims to integrate intelligent agents, user models and automatic content categorization in a virtual environment. In this environment, called AdapTIVE (Adaptive Three-dimensional Intelligent and Virtual Environment), an intelligent virtual agent assists users during navigation and retrieval of relevant information. The usersrsquo interests and preferences, represented in a user model, are used in the adaptation of environment structure. An automatic content categorization process, that applies machine-learning techniques, is used in the spatial organization of the contents in the environment. This is a promising approach for new and advanced forms of education, entertainment and e-commerce. In order to validate our approach, a case study of a distance-learning environment, used to make educational content available, is presented.

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