LifeLine dialogues with Roberta

A. Lopez, A. Ratni, T.N. Trong, J.M. Olaso, S. Montenegro, M. Lee, F. Haider, S. Schlogl, G. Chollet, K. Jokinen, D. Petrovska-Delacretaz, H. Sansen, M.I. Torres

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

1 Citation (Scopus)

Abstract

This paper describes work on dialogue data collection and dialogue
system design for personal assistant humanoid robots undertaken
at eNTERFACE 2016. The emphasis has been on the system's speech capabilities
and dialogue modeling of what we call LifeLine Dialogues, i.e.
dialogues that help people tell stories about their lives. The main goal
behind this type of application is to help elderly people exercise their
speech and memory capabilities. The system further aims at acquiring a
good level of knowledge about the person's interests and thus is expected
to feature open-domain conversations, presenting useful and interesting
information to the user. The novel contributions of this work are: (1) a

exible spoken dialogue system that extends the Ravenclaw-type agentbased
dialogue management model with topic management and multimodal
capabilities, especially with face recognition technologies, (2) a
collection of WOZ-data related to initial encounters and presentation
of information to the user, and (3) the establishment of a closer conversational
relationship with the user by utilizing additional data (e.g.
context, dialogue history, emotions, user goals, etc.).
Original languageEnglish
Title of host publicationFuture and Emerging Trends in Language Technology. Machine Learning and Big Data
Subtitle of host publicationSecond International Workshop, FETLT 2016, Seville, Spain, November 30 –December 2, 2016, Revised Selected Papers
EditorsJosé F. Quesada, Francisco-Jesús Martín Mateos, Teresa López Soto
Place of PublicationCham
PublisherSpringer
Chapter6
Pages73-85
Number of pages13
ISBN (Electronic)978-3-319-69365-1
ISBN (Print)978-3-319-69364-4
DOIs
Publication statusPublished - 29 Oct 2017
EventSecond International Workshop Future and Emerging Trends in Language Technology - Seville , Spain
Duration: 30 Nov 20162 Dec 2016

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10341 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceSecond International Workshop Future and Emerging Trends in Language Technology
Abbreviated titleFETLT 2016
CountrySpain
CitySeville
Period30/11/162/12/16

Keywords

  • Agent-based dialogue management
  • Dialogue system
  • Speech input
  • Topic trees

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