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Version vom 15. August 2009, 18:56 Uhr
Porting Natural Language Interfaces between Domains -- An Experimental User Study with the ORAKEL System
Porting Natural Language Interfaces between Domains -- An Experimental User Study with the ORAKEL System
Published: 2007
Buchtitel: Proceedings of the International Conference on Intelligent User Interfaces
Seiten: 180-189
Referierte Veröffentlichung
BibTeX
Kurzfassung
We present a user-centered model for porting natural language
interfaces (NLIs) between domains efficiently.
The model assumes that domain experts without any background knowledge
about computational linguistics will perform the customization
of the NLI to a specific domain. In fact, it
merely requires familiarity with the underlying knowledge base as well
as with a few basic subcategorization types. Our model is iterative in
the sense that the adaption of the NLI is performed in several cycles
on the basis of the questions which the NLI failed to answer, thus
iteratively increasing the coverage of the system.
We provide experimental evidence in form of a user study as well as
a case study involving a real-world application corroborating that our
model is indeed a feasible way of customizing the interface to a certain
domain.
Download: Media:2007_1361_Cimiano_Porting_Natural_1.pdf
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