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Context-aware communication for severely disabled users

Published: 17 June 2002 Publication History

Abstract

Even with assistive communication technology, interactive conversation is extremely difficult for users with severely limited mobility and loss of speech. Input to such devices is painfully slow and subject to high error rates with the resulting output not reliably reflecting the true intentions of the user. Conversational prediction has been incorporated into assistive systems to help speed up communication but could be further improved by considering the contextual interaction between the user and conversant. Contextual information applied to user profiles can greatly enhance conversational prediction and increase a severely disabled user's control over his or her complex world. We present a framework that integrates a rich profile of the user, a model of the user's environment, and actors on that environment. To test the validity of the framework, we develop a set of profiles and apply them in two different scenarios. Initial results show that the context-aware user profiles can increase both the accuracy and speed of the communication.

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Cited By

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  • (2024)COMPA: Using Conversation Context to Achieve Common Ground in AACProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642762(1-18)Online publication date: 11-May-2024
  • (2015)Measuring the Performance of a Location-Aware Text Prediction SystemACM Transactions on Accessible Computing10.1145/27399987:1(1-29)Online publication date: 1-Jun-2015
  • (2014)A Facial Expression Mediated Natural User Interface Communication Model for Children with Motor ImpairmentsAssistive Technologies and Computer Access for Motor Disabilities10.4018/978-1-4666-4438-0.ch009(254-284)Online publication date: 2014
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Published In

cover image ACM Conferences
CUU '03: Proceedings of the 2003 conference on Universal usability
November 2003
166 pages
ISBN:158113701X
DOI:10.1145/957205
  • cover image ACM SIGCAPH Computers and the Physically Handicapped
    ACM SIGCAPH Computers and the Physically Handicapped Just Accepted
    June-September 2002
    157 pages
    ISSN:0163-5727
    DOI:10.1145/960201
    Issue’s Table of Contents
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 17 June 2002

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Author Tags

  1. augmentative and assistive communication devices
  2. context-aware devices
  3. conversational prediction
  4. user profiling

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CUU03
CUU03: Conference on Universal Usability 2003
November 10 - 11, 2003
British Columbia, Vancouver, Canada

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Cited By

View all
  • (2024)COMPA: Using Conversation Context to Achieve Common Ground in AACProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642762(1-18)Online publication date: 11-May-2024
  • (2015)Measuring the Performance of a Location-Aware Text Prediction SystemACM Transactions on Accessible Computing10.1145/27399987:1(1-29)Online publication date: 1-Jun-2015
  • (2014)A Facial Expression Mediated Natural User Interface Communication Model for Children with Motor ImpairmentsAssistive Technologies and Computer Access for Motor Disabilities10.4018/978-1-4666-4438-0.ch009(254-284)Online publication date: 2014
  • (2014)Enabling Context Aware Services in the Area of AACAssistive Technologies10.4018/978-1-4666-4422-9.ch072(1357-1381)Online publication date: 2014
  • (2011)Enabling Context Aware Services in the Area of AACAssistive and Augmentive Communication for the Disabled10.4018/978-1-60960-541-4.ch006(159-192)Online publication date: 2011
  • (2011)Combining Discretionary Policy with Mandatory Information Flow in Operating SystemsACM Transactions on Information and System Security10.1145/2043621.204362414:3(1-27)Online publication date: 1-Nov-2011
  • (2011)Forty data communications research questionsACM SIGCOMM Computer Communication Review10.1145/2043165.204317041:5(24-35)Online publication date: 22-Oct-2011
  • (2011)A comprehensive framework for context-aware communication services2011 15th International Conference on Intelligence in Next Generation Networks10.1109/ICIN.2011.6081102(52-57)Online publication date: Oct-2011
  • (2011)A study on the effectiveness of biometrics based alternative communication tool2011 8th International Conference on Information, Communications & Signal Processing10.1109/ICICS.2011.6173578(1-4)Online publication date: Dec-2011
  • (2010)Assessing Fit of Nontraditional Assistive TechnologiesACM Transactions on Accessible Computing10.1145/1786774.17867772:4(1-31)Online publication date: 1-Jun-2010
  • Show More Cited By

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