Improving explicit profile acquisition by means of adaptive natural language dialog

Authors:
Rosmary Stegmann
Affiliations:
Insitut für Informatik, Technische Universität München, Garching b. München, Germany
Venue:
UM'05 Proceedings of the 10th international conference on User Modeling
Year:
2005

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Abstract

As opposed to implicit user profiling, there are only few explicit approaches, which furthermore suffer from problems that prevent them from being truly viable in practice. In this paper we present an approach to explicit user profiling by means of an adaptive natural language dialog. The dialog adapts to interests the user has mentioned and captures new, not predefined user information, which is stored in a semantically structured explicit user profile.