“Beat me if I can!” – A Case Study on Human Digital Twin-based Opponents in Rehabilitation Gaming

Martin Wolfgang Lauer-Schmaltz; John Hansen; Kathrin Kirchner

doi:10.1145/3652037.3652063

“Beat me if I can!” – A Case Study on Human Digital Twin-based Opponents in Rehabilitation Gaming

Martin Wolfgang Lauer-Schmaltz
, John Hansen
, Kathrin Kirchner

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

189 Downloads (Orbit)

Abstract

Human Digital Twins (HDTs) have recently emerged as promising tools for various healthcare applications. However, most applications utilize HDTs as passive data repositories. This paper explores an alternative conceptualization of HDTs as active, engaging elements in serious games for rehabilitation. We developed a simplified Badminton game with an "HDT Opponent" that mirrors patients’ past performance trends and appearance. An initial user study revealed promising potential to provide personalized, motivating experiences but also limitations regarding opponent visibility, behavioral perceivability, and motivation sustainment. While only an initial step, this paper demonstrates a new application area for HDTs and sets the foundation for future research to explore the full potential of HDT-based opponents in rehabilitation gaming.

Original language	English
Title of host publication	PETRA '24: Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments
Number of pages	8
Publisher	Association for Computing Machinery
Publication date	2024
Pages	277-284
ISBN (Electronic)	979-8-4007-1760-4
DOIs	https://doi.org/10.1145/3652037.3652063
Publication status	Published - 2024
Event	17th International Conference on Pervasive Technologies Related To Assistive Environments - Crete, Greece Duration: 26 Jun 2024 → 28 Jun 2024

Conference

Conference	17th International Conference on Pervasive Technologies Related To Assistive Environments
Country/Territory	Greece
City	Crete
Period	26/06/2024 → 28/06/2024

UN SDGs

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

SDG 3 Good Health and Well-being

Keywords

Human digital twins
Digital twins
Avatars
Rehabilitation
Rehabilitation systems
Serious games
Gamification

Access to Document

10.1145/3652037.3652063Licence: CC BY

FulltextFinal published version, 2.21 MBLicence: CC BY

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Lauer-Schmaltz, M. W., Hansen, J., & Kirchner, K. (2024). “Beat me if I can!” – A Case Study on Human Digital Twin-based Opponents in Rehabilitation Gaming. In PETRA '24: Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments (pp. 277-284). Association for Computing Machinery. https://doi.org/10.1145/3652037.3652063

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title = "“Beat me if I can!” – A Case Study on Human Digital Twin-based Opponents in Rehabilitation Gaming",

abstract = "Human Digital Twins (HDTs) have recently emerged as promising tools for various healthcare applications. However, most applications utilize HDTs as passive data repositories. This paper explores an alternative conceptualization of HDTs as active, engaging elements in serious games for rehabilitation. We developed a simplified Badminton game with an {"}HDT Opponent{"} that mirrors patients{\textquoteright} past performance trends and appearance. An initial user study revealed promising potential to provide personalized, motivating experiences but also limitations regarding opponent visibility, behavioral perceivability, and motivation sustainment. While only an initial step, this paper demonstrates a new application area for HDTs and sets the foundation for future research to explore the full potential of HDT-based opponents in rehabilitation gaming.",

keywords = "Human digital twins, Digital twins, Avatars, Rehabilitation, Rehabilitation systems, Serious games, Gamification",

author = "Lauer-Schmaltz, \{Martin Wolfgang\} and John Hansen and Kathrin Kirchner",

year = "2024",

doi = "10.1145/3652037.3652063",

language = "English",

pages = "277--284",

booktitle = "PETRA '24: Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments",

publisher = "Association for Computing Machinery",

address = "United States",

note = "17th International Conference on Pervasive Technologies Related To Assistive Environments, PETRA'24 ; Conference date: 26-06-2024 Through 28-06-2024",

}

Lauer-Schmaltz, MW, Hansen, J & Kirchner, K 2024, “Beat me if I can!” – A Case Study on Human Digital Twin-based Opponents in Rehabilitation Gaming. in PETRA '24: Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments. Association for Computing Machinery, pp. 277-284, 17th International Conference on Pervasive Technologies Related To Assistive Environments, Crete, Greece, 26/06/2024. https://doi.org/10.1145/3652037.3652063

“Beat me if I can!” – A Case Study on Human Digital Twin-based Opponents in Rehabilitation Gaming. / Lauer-Schmaltz, Martin Wolfgang; Hansen, John ; Kirchner, Kathrin.
PETRA '24: Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments. Association for Computing Machinery, 2024. p. 277-284.

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

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T1 - “Beat me if I can!” – A Case Study on Human Digital Twin-based Opponents in Rehabilitation Gaming

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AU - Hansen, John

AU - Kirchner, Kathrin

PY - 2024

Y1 - 2024

N2 - Human Digital Twins (HDTs) have recently emerged as promising tools for various healthcare applications. However, most applications utilize HDTs as passive data repositories. This paper explores an alternative conceptualization of HDTs as active, engaging elements in serious games for rehabilitation. We developed a simplified Badminton game with an "HDT Opponent" that mirrors patients’ past performance trends and appearance. An initial user study revealed promising potential to provide personalized, motivating experiences but also limitations regarding opponent visibility, behavioral perceivability, and motivation sustainment. While only an initial step, this paper demonstrates a new application area for HDTs and sets the foundation for future research to explore the full potential of HDT-based opponents in rehabilitation gaming.

AB - Human Digital Twins (HDTs) have recently emerged as promising tools for various healthcare applications. However, most applications utilize HDTs as passive data repositories. This paper explores an alternative conceptualization of HDTs as active, engaging elements in serious games for rehabilitation. We developed a simplified Badminton game with an "HDT Opponent" that mirrors patients’ past performance trends and appearance. An initial user study revealed promising potential to provide personalized, motivating experiences but also limitations regarding opponent visibility, behavioral perceivability, and motivation sustainment. While only an initial step, this paper demonstrates a new application area for HDTs and sets the foundation for future research to explore the full potential of HDT-based opponents in rehabilitation gaming.

KW - Human digital twins

KW - Digital twins

KW - Avatars

KW - Rehabilitation

KW - Rehabilitation systems

KW - Serious games

KW - Gamification

U2 - 10.1145/3652037.3652063

DO - 10.1145/3652037.3652063

M3 - Article in proceedings

SP - 277

EP - 284

BT - PETRA '24: Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments

PB - Association for Computing Machinery

T2 - 17th International Conference on Pervasive Technologies Related To Assistive Environments

Y2 - 26 June 2024 through 28 June 2024

ER -

“Beat me if I can!” – A Case Study on Human Digital Twin-based Opponents in Rehabilitation Gaming

Abstract

Conference

UN SDGs

Keywords

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