Rachel Coulston

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Publications by Rachel Coulston (bibliography)

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Oviatt, Sharon, Lunsford, Rebecca and Coulston, Rachel (2005): Individual differences in multimodal integration patterns: what are they and why do they exist?. In: Proceedings of ACM CHI 2005 Conference on Human Factors in Computing Systems 2005. pp. 241-249. Available online

Techniques for information fusion are at the heart of multimodal system design. To develop new user-adaptive approaches for multimodal fusion, the present research investigated the stability and underlying cause of major individual differences that have been documented between users in their multimodal integration pattern. Longitudinal data were collected from 25 adults as they interacted with a map system over six weeks. Analyses of 1,100 multimodal constructions revealed that everyone had a dominant integration pattern, either simultaneous or sequential, which was 95-96% consistent and remained stable over time. In addition, coherent behavioral and linguistic differences were identified between these two groups. Whereas performance speed was comparable, sequential integrators made only half as many errors and excelled during new or complex tasks. Sequential integrators also had more precise articulation (e.g., fewer disfluencies), although their speech rate was no slower. Finally, sequential integrators more often adopted terse and direct command-style language, with a smaller and less varied vocabulary, which appeared focused on achieving error-free communication. These distinct interaction patterns are interpreted as deriving from fundamental differences in reflective-impulsive cognitive style. Implications of these findings are discussed for the design of adaptive multimodal systems with substantially improved performance characteristics.

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Lunsford, Rebecca, Oviatt, Sharon L. and Coulston, Rachel (2005): Audio-visual cues distinguishing self- from system-directed speech in younger and older adults. In: Lazzari, Gianni, Pianesi, Fabio, Crowley, James L., Mase, Kenji and Oviatt, Sharon L. (eds.) Proceedings of the 7th International Conference on Multimodal Interfaces - ICMI 2005 October 4-6, 2005, Trento, Italy. pp. 167-174. Available online

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Oviatt, Sharon L., Coulston, Rachel and Lunsford, Rebecca (2005): Just Do What I Tell You: The Limited Impact of Instructions on Multimodal Integration Patterns. In: Ardissono, Liliana, Brna, Paul and Mitrovic, Antonija (eds.) User Modeling 2005 - 10th International Conference - UM 2005 July 24-29, 2005, Edinburgh, Scotland, UK. pp. 261-270. Available online

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Oviatt, Sharon, Darves, Courtney and Coulston, Rachel (2004): Toward adaptive conversational interfaces: Modeling speech convergence with animated personas. In ACM Transactions on Computer-Human Interaction, 11 (3) pp. 300-328

The design of robust interfaces that process conversational speech is a challenging research direction largely because users' spoken language is so variable. This research explored a new dimension of speaker stylistic variation by examining whether users' speech converges systematically with the text-to-speech (TTS) heard from a software partner. To pursue this question, a study was conducted in which twenty-four 7 to 10-year-old children conversed with animated partners that embodied different TTS voices. An analysis of children's amplitude, durational features, and dialogue response latencies confirmed that they spontaneously adapt several basic acoustic-prosodic

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Oviatt, Sharon L., Coulston, Rachel and Lunsford, Rebecca (2004): When do we interact multimodally?: cognitive load and multimodal communication patterns. In: Sharma, Rajeev, Darrell, Trevor, Harper, Mary P., Lazzari, Gianni and Turk, Matthew (eds.) Proceedings of the 6th International Conference on Multimodal Interfaces - ICMI 2004 October 13-15, 2004, State College, PA, USA. pp. 129-136. Available online

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Kumar, Sanjeev, Cohen, Philip R. and Coulston, Rachel (2004): Multimodal interaction under exerted conditions in a natural field setting. In: Sharma, Rajeev, Darrell, Trevor, Harper, Mary P., Lazzari, Gianni and Turk, Matthew (eds.) Proceedings of the 6th International Conference on Multimodal Interfaces - ICMI 2004 October 13-15, 2004, State College, PA, USA. pp. 227-234. Available online

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Oviatt, Sharon L., Coulston, Rachel, Tomko, Stefanie, Xiao, Benfang, Lunsford, Rebecca, Wesson, R. Matthews and Carmichael, Lesley (2003): Toward a theory of organized multimodal integration patterns during human-computer interaction. In: Oviatt, Sharon L., Darrell, Trevor, Maybury, Mark T. and Wahlster, Wolfgang (eds.) Proceedings of the 5th International Conference on Multimodal Interfaces - ICMI 2003 November 5-7, 2003, Vancouver, British Columbia, Canada. pp. 44-51. Available online

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Xiao, Benfang, Lunsford, Rebecca, Coulston, Rachel, Wesson, R. Matthews and Oviatt, Sharon L. (2003): Modeling multimodal integration patterns and performance in seniors: toward adaptive processing of individual differences. In: Oviatt, Sharon L., Darrell, Trevor, Maybury, Mark T. and Wahlster, Wolfgang (eds.) Proceedings of the 5th International Conference on Multimodal Interfaces - ICMI 2003 November 5-7, 2003, Vancouver, British Columbia, Canada. pp. 265-272. Available online

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Cohen, Philip R., Coulston, Rachel and Krout, Kelly (2002): Multimodal Interaction During Multiparty Dialogues: Initial Results. In: 4th IEEE International Conference on Multimodal Interfaces - ICMI 2002 14-16 October, 2002, Pittsburgh, PA, USA. pp. 448-453. Available online

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Changes to this page (author)

19 Feb 2010: Enabled abstracts to be shown on Rachel Coulston's author page.
30 May 2009: Author was edited
30 May 2009: Author was edited
30 May 2009: Author was edited
30 May 2009: Author was edited
30 May 2009: Author was edited
30 May 2009: Author was edited
30 May 2009: Author was edited
24 Jul 2007: Author was edited
29 Jun 2007: Author was added to the bibliography

Publication statistics

Publication period:2002-2005
Publication count:9
Number of co-authors:11



Productive colleagues

Rachel Coulston's 3 most productive colleagues in number of publications:

Philip R. Cohen:19
Sharon L. Oviatt:19
Sharon Oviatt:16


Collaboration count

Number of publications with 3 favourite co-authors:

Rebecca Lunsford:6
Sharon L. Oviatt:5
Sharon Oviatt:2

 

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Mar 21

Software design is the act of determining the user's experience with a piece of software. It has nothing to do with how the code works inside, or how big or small the code is. The designer's task is to specify completely and unambiguously the user's whole experience.

-- David Liddle, From Bringing Design to Software, edited by Terry Winograd, 1996

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