Publication
Implicit Feedback for User-Adaptive Systems by Analyzing the User's Speech
Frank Wittig; Christian Müller
In: ABIS-03, Adaptivität und Benutzermodellierung in interaktiven Softwaresystemen. GI-Workshop "Adaptivität und Benutzermodellierung in interaktiven Softwaresystemen" (ABIS-03), October 8, Karlsruhe, Germany, abis, 2003.
Abstract
This paper describes an approach to recognize
the gender and age of a user on the basis of
her/his speech. Within a two-level framework,
machine learning techniques are applied to learn
several appropriate classifiers whose results are
combined on the top level to improve the overall
classification of the user. As a part of the user
model, the information about the user's age and
gender can be an important basis for appropriate
adaptation decisions.