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Judith T. Matthews

dblp:48/332 · DBLP profile ↗
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7ranked-venue papers
1as first author
0since 2021 · last 2017
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Applied, interdisciplinary, general and emerging computing · 5 · 1 first-authorArtificial intelligence and machine learning · 2Systems, architecture and hardware · 2

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Human-computer interaction and pervasive computing
3 papers
Design research and methods · 34% Accessibility and assistive technology · 33% Human-robot interaction · 24%
Artificial intelligence
1 paper
Motion planning and robot control · 100%

Topics — the 7 heaviest of 8, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Accessibility and assistive technology
quality of life technology
0.112012
Designing and Evaluating Quality of Life Technologies: An Interdisciplinary Approach · Proc. IEEE 2012
Design research and methods
user-centered design
0.112012
Designing and Evaluating Quality of Life Technologies: An Interdisciplinary Approach · Proc. IEEE 2012
Human-robot interaction › assistive robotics
robotic walker
0.122004
Learning User Models of Mobility-related Activities through Instrumented Walking Aids · ICRA 2004
A Robotic Walker that Provides Guidance · ICRA 2003
Human-robot interaction
assistive robotics
0.012004
Learning User Models of Mobility-related Activities through Instrumented Walking Aids · ICRA 2004
Design research and methods › design process
interdisciplinary design
0.012012
Designing and Evaluating Quality of Life Technologies: An Interdisciplinary Approach · Proc. IEEE 2012
Accessibility and assistive technology
mobility assistance
0.012003
A Robotic Walker that Provides Guidance · ICRA 2003
Robotics › Motion planning and robot control › teleoperation
shared control
0.012003
A Robotic Walker that Provides Guidance · ICRA 2003

Methods — techniques the papers use, named apart from their topics

user-centered iterative design · 0.1needs assessment · 0.1shared control · 0.1haptic interface · 0.1statistical learning · 0.0activity modeling · 0.0
YearPublicationVenuePosition
2017 Decoding the Behavior Change Techniques in Mobile Health Apps
Marcy G. Antonio, Karen L. Courtney, Judith T. Matthews
AMIA3
2017 Evaluating Health Kiosk Technology as an Enabler of Shared Decision Making
Selena Davis, Karen L. Courtney, Judith T. Matthews
AMIA3
2014 Usability of a Novel Wearable Camera System to Inform Tailored Intervention with Dementia Family Caregivers
Jennifer H. Lingler, Julie Klinger, Laurel Person Mecca, Grace Campbell, Amanda Hunsaker, Sally Hostein, Bernardo Rodrigues Pires, Martial Hebert, Richard Schulz, Judith T. Matthews
AMIA11
2012 Designing and Evaluating Quality of Life Technologies: An Interdisciplinary Approach
abstract
Developing quality of life technologies (QoLT) poses unique challenges to engineers and computer scientists. This paper provides a roadmap for design, development, and evaluation. We begin with a definition of quality of life and identify key attributes of QoLT. This is followed by a discussion of methods for identifying target populations and needs. Next, we describe the process of user-centered iterative design and development and conclude with evaluation strategies to assess the impact of QoLT. A central theme of the paper is that successful technology development in this arena is highly dependent on collaborative interdisciplinary teams involving social scientists, clinicians, engineers, and computer scientists.
Richard Schulz, Scott R. Beach, Judith T. Matthews, Karen L. Courtney, Annette J. De Vito Dabbs
Proc. IEEE3
2004 Learning User Models of Mobility-related Activities through Instrumented Walking Aids
abstract
We present a robotic walking aid capable of learning models of users' walking-related activities. Our walker is instrumented to provide guidance to elderly people when navigating their environments; however, such guidance is difficult to provide without knowing what activity a person is engaged in (e.g., where a person wants to go). The main contribution of this paper is an algorithm for learning models of users of the walker. These models are defined at multiple levels of abstractions, and learned from actual usage data using statistical techniques. We demonstrate that our approach succeeds in determining the specific activity in which a user engages when using the walker. One of our proto-type walkers was tested in an assisted living facility near Pittsburgh, PA; a more recent model was extensively evaluated in a university environment.
Jared Glover, Sebastian Thrun, Judith T. Matthews
ICRA3
2003 A Robotic Walker that Provides Guidance
abstract
This paper describes a robotic walker designed as an assistive device for frail elderly people with cognitive impairment. Locomotion is most often the primary form of exercise for the elderly, and devices that provide mobility assistance are critical for the health and well being of such individuals. Previous work on walkers focused primarily on safety but offered little or no assistance with navigation and global orientation. Our system provides these features in addition to the stability and support provided by conventional walkers. A software suite of robot localization and navigation combined with a shared-control haptic interface achieves this capability. The system has been tested in a retirement facility near Pittsburgh, PA, USA.
Aaron Morris, Raghavendra Donamukkala, Anuj Kapuria, Aaron Steinfeld, Judith T. Matthews, Jacqueline Dunbar-Jacobs, Sebastian Thrun
ICRA5
2002 Robotic Assistance During Ambulation by Older Adults
Judith T. Matthews, Sandra Engberg, Michael Montemerlo, Joelle Pineau, Nicholas Roy, Joan Rogers, Sebastian Thrun
AMIA1