Improving the match between ability and challenge: Toward a framework for automatic level adaptation in game-based assessment and training

Joel C. Perry; Sivakumar Balasubramanian; Cristina Rodriguez-De-Pablo; Thierry Keller

doi:10.1109/ICORR.2013.6650420

Improving the match between ability and challenge: Toward a framework for automatic level adaptation in game-based assessment and training

Joel C. Perry
, Sivakumar Balasubramanian
, Cristina Rodriguez-De-Pablo
, Thierry Keller

TECNALIA Research & Innovation

Foundation TECNALIA Research & Innovation

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Citations (Scopus)

Abstract

It is believed that the quality of arm mobility in planar reach movements can be adequately characterized by measures of planar position and vertical force. For the purpose of impairment assessment, it is further proposed that a complete picture of mobility performance can be represented through the assessment of metrics representative of each of four capacities: 1) Range of motion, 2) Range of force, 3) Control of motion, and 4) Control of force. In this paper, a set of games for mobility assessment is presented and initial plots of motion profiles and several computed metrics are shown for one patient in the performance of range of motion and control of motion assessments. Assessment plots are shown for four of seven training sessions and metrics are computed at each of the seven sessions to show the progression over the course of the 2-week clinical pilot study with the ArmAssist.

Original language	English
Title of host publication	2013 IEEE 13th International Conference on Rehabilitation Robotics, ICORR 2013
DOIs	https://doi.org/10.1109/ICORR.2013.6650420
Publication status	Published - 2013
Event	2013 IEEE 13th International Conference on Rehabilitation Robotics, ICORR 2013 - Seattle, WA, United States Duration: 24 Jun 2013 → 26 Jun 2013

Publication series

Name	IEEE International Conference on Rehabilitation Robotics
ISSN (Print)	1945-7898
ISSN (Electronic)	1945-7901

Conference

Conference	2013 IEEE 13th International Conference on Rehabilitation Robotics, ICORR 2013
Country/Territory	United States
City	Seattle, WA
Period	24/06/13 → 26/06/13

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Mobility assessment
assessment metrics
home-based training
serious games
stroke rehabilitation

Access to Document

10.1109/ICORR.2013.6650420

Cite this

Perry, J. C., Balasubramanian, S., Rodriguez-De-Pablo, C., & Keller, T. (2013). Improving the match between ability and challenge: Toward a framework for automatic level adaptation in game-based assessment and training. In 2013 IEEE 13th International Conference on Rehabilitation Robotics, ICORR 2013 Article 6650420 (IEEE International Conference on Rehabilitation Robotics). https://doi.org/10.1109/ICORR.2013.6650420

Perry, Joel C. ; Balasubramanian, Sivakumar ; Rodriguez-De-Pablo, Cristina et al. / Improving the match between ability and challenge : Toward a framework for automatic level adaptation in game-based assessment and training. 2013 IEEE 13th International Conference on Rehabilitation Robotics, ICORR 2013. 2013. (IEEE International Conference on Rehabilitation Robotics).

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title = "Improving the match between ability and challenge: Toward a framework for automatic level adaptation in game-based assessment and training",

abstract = "It is believed that the quality of arm mobility in planar reach movements can be adequately characterized by measures of planar position and vertical force. For the purpose of impairment assessment, it is further proposed that a complete picture of mobility performance can be represented through the assessment of metrics representative of each of four capacities: 1) Range of motion, 2) Range of force, 3) Control of motion, and 4) Control of force. In this paper, a set of games for mobility assessment is presented and initial plots of motion profiles and several computed metrics are shown for one patient in the performance of range of motion and control of motion assessments. Assessment plots are shown for four of seven training sessions and metrics are computed at each of the seven sessions to show the progression over the course of the 2-week clinical pilot study with the ArmAssist.",

keywords = "Mobility assessment, assessment metrics, home-based training, serious games, stroke rehabilitation",

author = "Perry, \{Joel C.\} and Sivakumar Balasubramanian and Cristina Rodriguez-De-Pablo and Thierry Keller",

year = "2013",

doi = "10.1109/ICORR.2013.6650420",

language = "English",

isbn = "9781467360241",

series = "IEEE International Conference on Rehabilitation Robotics",

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note = "2013 IEEE 13th International Conference on Rehabilitation Robotics, ICORR 2013 ; Conference date: 24-06-2013 Through 26-06-2013",

}

Perry, JC, Balasubramanian, S, Rodriguez-De-Pablo, C & Keller, T 2013, Improving the match between ability and challenge: Toward a framework for automatic level adaptation in game-based assessment and training. in 2013 IEEE 13th International Conference on Rehabilitation Robotics, ICORR 2013., 6650420, IEEE International Conference on Rehabilitation Robotics, 2013 IEEE 13th International Conference on Rehabilitation Robotics, ICORR 2013, Seattle, WA, United States, 24/06/13. https://doi.org/10.1109/ICORR.2013.6650420

Improving the match between ability and challenge: Toward a framework for automatic level adaptation in game-based assessment and training. / Perry, Joel C.; Balasubramanian, Sivakumar; Rodriguez-De-Pablo, Cristina et al.
2013 IEEE 13th International Conference on Rehabilitation Robotics, ICORR 2013. 2013. 6650420 (IEEE International Conference on Rehabilitation Robotics).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Keller, Thierry

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AB - It is believed that the quality of arm mobility in planar reach movements can be adequately characterized by measures of planar position and vertical force. For the purpose of impairment assessment, it is further proposed that a complete picture of mobility performance can be represented through the assessment of metrics representative of each of four capacities: 1) Range of motion, 2) Range of force, 3) Control of motion, and 4) Control of force. In this paper, a set of games for mobility assessment is presented and initial plots of motion profiles and several computed metrics are shown for one patient in the performance of range of motion and control of motion assessments. Assessment plots are shown for four of seven training sessions and metrics are computed at each of the seven sessions to show the progression over the course of the 2-week clinical pilot study with the ArmAssist.

KW - Mobility assessment

KW - assessment metrics

KW - home-based training

KW - serious games

KW - stroke rehabilitation

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M3 - Conference contribution

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ER -

Perry JC, Balasubramanian S, Rodriguez-De-Pablo C, Keller T. Improving the match between ability and challenge: Toward a framework for automatic level adaptation in game-based assessment and training. In 2013 IEEE 13th International Conference on Rehabilitation Robotics, ICORR 2013. 2013. 6650420. (IEEE International Conference on Rehabilitation Robotics). doi: 10.1109/ICORR.2013.6650420

Improving the match between ability and challenge: Toward a framework for automatic level adaptation in game-based assessment and training

Abstract

Publication series

Conference

UN SDGs

Keywords

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