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Titolo:
Natural language processing and user modeling: Synergies and limitations
Autore:
Zukerman, I; Litman, D;
Indirizzi:
Monash Univ, Sch Comp Sci & Software Engn, Clayton, Vic 3800, Australia Monash Univ Clayton Vic Australia 3800 Engn, Clayton, Vic 3800, Australia AT&T Labs Res, Florham Park, NJ 07932 USA AT&T Labs Res Florham Park NJ USA 07932 s Res, Florham Park, NJ 07932 USA
Titolo Testata:
USER MODELING AND USER-ADAPTED INTERACTION
fascicolo: 1-2, volume: 11, anno: 2001,
pagine: 129 - 158
SICI:
0924-1868(2001)11:1-2<129:NLPAUM>2.0.ZU;2-L
Fonte:
ISI
Lingua:
ENG
Soggetto:
SUBDIALOGUES; GENERATION; DIALOGUE; AGENTS;
Keywords:
natural language generation; natural language understanding; plan recognition; surface features; dialogue systems;
Tipo documento:
Review
Natura:
Periodico
Settore Disciplinare:
Engineering, Computing & Technology
Citazioni:
109
Recensione:
Indirizzi per estratti:
Indirizzo: Zukerman, I Monash Univ, Sch Comp Sci & Software Engn, Clayton, Vic 3800, Australia Monash Univ Clayton Vic Australia 3800 n, Vic 3800, Australia
Citazione:
I. Zukerman e D. Litman, "Natural language processing and user modeling: Synergies and limitations", USER MOD US, 11(1-2), 2001, pp. 129-158

Abstract

The fields of user modeling and natural language processing have been closely linked since the early days of user modeling. Natural language systems consult user models in order to improve their understanding of users' requirements and to generate appropriate and relevant responses. At the same time, the information natural language systems obtain from their users is expected to increase the accuracy of their user models. In this paper, we review natural language systems for generation, understanding and dialogue, focusing on the requirements and limitations these systems and user models place on each other. We then propose avenues for future research.

ASDD Area Sistemi Dipartimentali e Documentali, Università di Bologna, Catalogo delle riviste ed altri periodici
Documento generato il 21/09/20 alle ore 15:04:03