Stochastic web-based natural language dialog planning for web information filtering

Hugo Hromic, John Atkinson

Producción científica: Contribución a una revistaArtículorevisión exhaustiva

1 Cita (Scopus)

Resumen

This work addresses natural language dialog planning for an intelligent web filtering model, which lets the user filter search results obtained by a traditional search engine and assists them to find what they really are looking for. Unlike state-of-the-art approaches, a stochastic planning model is proposed for a web-driven dialog system which uses Conditional Random Fields to predict next dialog moves. Experiments with real web users and different interaction settings show the promise of the approach to web-based adaptive planning aimed at information filtering.

Idioma originalInglés
Páginas (desde-hasta)9420-9426
Número de páginas7
PublicaciónExpert Systems with Applications
Volumen39
N.º10
DOI
EstadoPublicada - ago. 2012
Publicado de forma externa

Huella

Profundice en los temas de investigación de 'Stochastic web-based natural language dialog planning for web information filtering'. En conjunto forman una huella única.

Citar esto