Title :
IslEnquirer: Social user model acquisition through network analysis and interactive learning
Author :
Putze, Felix ; Holzapfel, Hartwig
Author_Institution :
Interactive Syst. Lab., Univ. Karlsruhe, Karlsruhe
Abstract :
We present an approach to introduce social awareness in interactive systems. The IslEnquirer is a system which automatically builds social user models. It initializes the models by social network analysis of available offline data. These models are then verified and extended by interactive learning which is carried out by a robot initiated spoken dialog with the user.
Keywords :
interactive systems; learning (artificial intelligence); social networking (online); user modelling; IslEnquirer; interactive learning; interactive system; robot; social awareness; social network analysis; social user model acquisition; spoken dialog; Automatic speech recognition; Cognitive robotics; Context modeling; Data mining; Humanoid robots; Humans; Information retrieval; Interactive systems; Robotics and automation; Social network services; social networks; spoken dialog system; user modeling;
Conference_Titel :
Spoken Language Technology Workshop, 2008. SLT 2008. IEEE
Conference_Location :
Goa
Print_ISBN :
978-1-4244-3471-8
Electronic_ISBN :
978-1-4244-3472-5
DOI :
10.1109/SLT.2008.4777854
