Reducing working memory load in spoken dialogue systems

被引:33
|
作者
Wolters, Maria [1 ]
Georgila, Kallirroi [2 ]
Moore, Johanna D. [2 ]
Logie, Robert H. [3 ,4 ]
MacPherson, Sarah E. [3 ,4 ]
Watson, Matthew [5 ]
机构
[1] Univ Edinburgh, Sch Informat, Ctr Speech Technol Res, Edinburgh EH8 9AB, Midlothian, Scotland
[2] Univ Edinburgh, Sch Informat, Human Commun Res Ctr, Edinburgh EH8 9AB, Midlothian, Scotland
[3] Univ Edinburgh, Dept Psychol, Human Cognit Neurosci Unit, Edinburgh EH8 9AB, Midlothian, Scotland
[4] Univ Edinburgh, Ctr Cognit Ageing & Cognit Epidemiol, Edinburgh EH8 9AB, Midlothian, Scotland
[5] Univ Sunderland, Dept Psychol, Sunderland SR2 7EE, Durham, England
基金
英国惠康基金;
关键词
Spoken dialogue systems; Cognitive ageing; Working memory; Processing speed; Usability; Universal design; ADULT AGE-DIFFERENCES; SPEED; CAPACITY; OLDER; INTELLIGENCE; MEDIATION; PEOPLE; ELDERS; TIME;
D O I
10.1016/j.intcom.2009.05.009
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
We evaluated two strategies for alleviating working memory load for users of voice interfaces: presenting fewer options per turn and providing confirmations. Forty-eight users booked appointments using nine different dialogue systems, which varied in the number of options presented and the confirmation strategy used. Participants also performed four cognitive tests and rated the usability of each dialogue system on a standardised questionnaire. When systems presented more options per turn and avoided explicit confirmation subdialogues, both older and younger users booked appointments more quickly without compromising task success. Users with lower information processing speed were less likely to remember all relevant aspects of the appointment. Working memory span did not affect appointment recall. Older users were slightly less satisfied with the dialogue systems than younger users. We conclude that the number of options is less important than an accurate assessment of the actual cognitive demands of the task at hand. (C) 2009 Elsevier B.V. All rights reserved.
引用
收藏
页码:276 / 287
页数:12
相关论文
共 50 条
  • [31] Adaptive categorical understanding for spoken dialogue systems
    Potamianos, A
    Narayanan, S
    Riccardi, G
    IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, 2005, 13 (03): : 321 - 329
  • [32] A model for incremental grounding in spoken dialogue systems
    Thomas Visser
    David Traum
    David DeVault
    Rieks op den Akker
    Journal on Multimodal User Interfaces, 2014, 8 : 61 - 73
  • [33] Optimising Information Presentation for Spoken Dialogue Systems
    Rieser, Verena
    Lemon, Oliver
    Liu, Xingkun
    ACL 2010: 48TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, 2010, : 1009 - 1018
  • [34] Estimating semantic confidence for spoken dialogue systems
    Pradhan, SS
    Ward, WH
    2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 233 - 236
  • [35] Formalising control in robust spoken dialogue systems
    Shi, H
    Ross, RJ
    Bateman, J
    SEFM 2005: THIRD IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND FORMAL METHODS, PROCEEDINGS, 2005, : 332 - 341
  • [36] Initial language models for spoken dialogue systems
    Kellner, A
    PROCEEDINGS OF THE 1998 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-6, 1998, : 185 - 188
  • [37] Analysis of Communication Failures for Spoken Dialogue Systems
    Moeller, Sebastian
    Engelbrecht, Klaus-Peter
    Oulasvirta, Antti
    INTERSPEECH 2007: 8TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION, VOLS 1-4, 2007, : 133 - 136
  • [38] A model for incremental grounding in spoken dialogue systems
    Visser, Thomas
    Traum, David
    DeVault, David
    op den Akker, Rieks
    JOURNAL ON MULTIMODAL USER INTERFACES, 2014, 8 (01) : 61 - 73
  • [39] Recent trends in spoken language dialogue systems
    Minker, W.
    Albalate, A.
    Buehler, D.
    Pittermann, A.
    Pittermann, J.
    Strauss, P. -M.
    Zaykovskiy, D.
    INFORMATION PROCESSING IN THE SERVICE OF MANKIND AND HEALTH, 2006, : 693 - +
  • [40] Bayesian update of dialogue state: A POMDP framework for spoken dialogue systems
    Thomson, Blaise
    Young, Steve
    COMPUTER SPEECH AND LANGUAGE, 2010, 24 (04): : 562 - 588