Data2Game: Towards an Integrated Demonstrator

Johannes Steinrücke; Paris Mavromoustakos-Blom; Judith van Stegeren; Ymko Attema; Sander Bakkes; Thomas de Groot; Johan de Heer; Dirk Heylen; Rafal Hrynkiewicz; Ton de Jong; Tije Oortwijn; Pieter Spronck; Mariët Theune; Bernard Veldkamp

doi:10.1007/978-3-030-80091-8_28

Data2Game: Towards an Integrated Demonstrator

Johannes Steinrücke, Paris Mavromoustakos-Blom, Judith van Stegeren, Ymko Attema, Sander Bakkes, Thomas de Groot, Johan de Heer, Dirk Heylen, Rafal Hrynkiewicz, Ton de Jong, Tije Oortwijn, Pieter Spronck, Mariët Theune^*, Bernard Veldkamp

^*Corresponding author for this work

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

Abstract

The Data2Game project investigates how the efficacy of computerized training games can be enhanced by tailoring training scenarios to the individual player. The research is centered around three research innovations: (1) techniques for the automated modelling of players’ affective states, based on exhibited social signals, (2) techniques for the automated generation of in-game narratives tailored to the learning needs of the player, and (3) validated studies on the relation of the player behavior and game properties to learning performance. This paper describes the integration of the main results into a joint prototype.

Original language	English
Title of host publication	Advances in Usability, User Experience, Wearable and Assistive Technology - Proceedings of the AHFE 2021 Virtual Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021
Editors	Tareq Z. Ahram, Christianne S. Falcão
Publisher	Springer
Pages	239-247
Number of pages	9
ISBN (Print)	9783030800901
DOIs	https://doi.org/10.1007/978-3-030-80091-8_28
Publication status	Published - 2021
Event	AHFE Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021 - Virtual, Online Duration: 25 Jul 2021 → 29 Jul 2021

Publication series

Name	Lecture Notes in Networks and Systems
Volume	275
ISSN (Print)	2367-3370
ISSN (Electronic)	2367-3389

Conference

Conference	AHFE Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021
City	Virtual, Online
Period	25/07/21 → 29/07/21

Bibliographical note

Funding Information:
Main credits go to the first three authors, who contributed equally to the paper. All project members deserve credits for making this project successful. And of course, our acknowledgments include the co-funding from NWO (Project number 055.16.114).

Publisher Copyright:
© 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Funding

Main credits go to the first three authors, who contributed equally to the paper. All project members deserve credits for making this project successful. And of course, our acknowledgments include the co-funding from NWO (Project number 055.16.114).

Keywords

Player assessment
Sensory data
Serious games
Text generation

Access to Document

10.1007/978-3-030-80091-8_28

978-3-030-80091-8_28Final published version, 1.22 MBLicence: Taverne

Cite this

Steinrücke, J., Mavromoustakos-Blom, P., van Stegeren, J., Attema, Y., Bakkes, S., de Groot, T., de Heer, J., Heylen, D., Hrynkiewicz, R., de Jong, T., Oortwijn, T., Spronck, P., Theune, M., & Veldkamp, B. (2021). Data2Game: Towards an Integrated Demonstrator. In T. Z. Ahram, & C. S. Falcão (Eds.), Advances in Usability, User Experience, Wearable and Assistive Technology - Proceedings of the AHFE 2021 Virtual Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021 (pp. 239-247). (Lecture Notes in Networks and Systems; Vol. 275). Springer. https://doi.org/10.1007/978-3-030-80091-8_28

Steinrücke, Johannes ; Mavromoustakos-Blom, Paris ; van Stegeren, Judith et al. / Data2Game : Towards an Integrated Demonstrator. Advances in Usability, User Experience, Wearable and Assistive Technology - Proceedings of the AHFE 2021 Virtual Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021. editor / Tareq Z. Ahram ; Christianne S. Falcão. Springer, 2021. pp. 239-247 (Lecture Notes in Networks and Systems).

@inproceedings{385a0a875b544fb8a82734dc3921987b,

title = "Data2Game: Towards an Integrated Demonstrator",

abstract = "The Data2Game project investigates how the efficacy of computerized training games can be enhanced by tailoring training scenarios to the individual player. The research is centered around three research innovations: (1) techniques for the automated modelling of players{\textquoteright} affective states, based on exhibited social signals, (2) techniques for the automated generation of in-game narratives tailored to the learning needs of the player, and (3) validated studies on the relation of the player behavior and game properties to learning performance. This paper describes the integration of the main results into a joint prototype.",

keywords = "Player assessment, Sensory data, Serious games, Text generation",

author = "Johannes Steinr{\"u}cke and Paris Mavromoustakos-Blom and {van Stegeren}, Judith and Ymko Attema and Sander Bakkes and {de Groot}, Thomas and {de Heer}, Johan and Dirk Heylen and Rafal Hrynkiewicz and {de Jong}, Ton and Tije Oortwijn and Pieter Spronck and Mari{\"e}t Theune and Bernard Veldkamp",

note = "Funding Information: Main credits go to the first three authors, who contributed equally to the paper. All project members deserve credits for making this project successful. And of course, our acknowledgments include the co-funding from NWO (Project number 055.16.114). Publisher Copyright: {\textcopyright} 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.; AHFE Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021 ; Conference date: 25-07-2021 Through 29-07-2021",

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doi = "10.1007/978-3-030-80091-8_28",

language = "English",

isbn = "9783030800901",

series = "Lecture Notes in Networks and Systems",

publisher = "Springer",

pages = "239--247",

editor = "Ahram, {Tareq Z.} and Falc{\~a}o, {Christianne S.}",

booktitle = "Advances in Usability, User Experience, Wearable and Assistive Technology - Proceedings of the AHFE 2021 Virtual Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021",

}

Steinrücke, J, Mavromoustakos-Blom, P, van Stegeren, J, Attema, Y, Bakkes, S, de Groot, T, de Heer, J, Heylen, D, Hrynkiewicz, R, de Jong, T, Oortwijn, T, Spronck, P, Theune, M & Veldkamp, B 2021, Data2Game: Towards an Integrated Demonstrator. in TZ Ahram & CS Falcão (eds), Advances in Usability, User Experience, Wearable and Assistive Technology - Proceedings of the AHFE 2021 Virtual Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021. Lecture Notes in Networks and Systems, vol. 275, Springer, pp. 239-247, AHFE Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021, Virtual, Online, 25/07/21. https://doi.org/10.1007/978-3-030-80091-8_28

Data2Game: Towards an Integrated Demonstrator. / Steinrücke, Johannes; Mavromoustakos-Blom, Paris; van Stegeren, Judith et al.
Advances in Usability, User Experience, Wearable and Assistive Technology - Proceedings of the AHFE 2021 Virtual Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021. ed. / Tareq Z. Ahram; Christianne S. Falcão. Springer, 2021. p. 239-247 (Lecture Notes in Networks and Systems; Vol. 275).

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

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AU - Attema, Ymko

AU - Bakkes, Sander

AU - de Groot, Thomas

AU - de Heer, Johan

AU - Heylen, Dirk

AU - Hrynkiewicz, Rafal

AU - de Jong, Ton

AU - Oortwijn, Tije

AU - Spronck, Pieter

AU - Theune, Mariët

AU - Veldkamp, Bernard

N1 - Funding Information: Main credits go to the first three authors, who contributed equally to the paper. All project members deserve credits for making this project successful. And of course, our acknowledgments include the co-funding from NWO (Project number 055.16.114). Publisher Copyright: © 2021, The Author(s), under exclusive license to Springer Nature Switzerland AG.

PY - 2021

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AB - The Data2Game project investigates how the efficacy of computerized training games can be enhanced by tailoring training scenarios to the individual player. The research is centered around three research innovations: (1) techniques for the automated modelling of players’ affective states, based on exhibited social signals, (2) techniques for the automated generation of in-game narratives tailored to the learning needs of the player, and (3) validated studies on the relation of the player behavior and game properties to learning performance. This paper describes the integration of the main results into a joint prototype.

KW - Player assessment

KW - Sensory data

KW - Serious games

KW - Text generation

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SN - 9783030800901

T3 - Lecture Notes in Networks and Systems

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BT - Advances in Usability, User Experience, Wearable and Assistive Technology - Proceedings of the AHFE 2021 Virtual Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021

A2 - Ahram, Tareq Z.

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PB - Springer

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Steinrücke J, Mavromoustakos-Blom P, van Stegeren J, Attema Y, Bakkes S, de Groot T et al. Data2Game: Towards an Integrated Demonstrator. In Ahram TZ, Falcão CS, editors, Advances in Usability, User Experience, Wearable and Assistive Technology - Proceedings of the AHFE 2021 Virtual Conferences on Usability and User Experience, Human Factors and Wearable Technologies, Human Factors in Virtual Environments and Game Design, and Human Factors and Assistive Technology, 2021. Springer. 2021. p. 239-247. (Lecture Notes in Networks and Systems). doi: 10.1007/978-3-030-80091-8_28

Data2Game: Towards an Integrated Demonstrator

Abstract

Publication series

Conference

Bibliographical note

Funding

Keywords

Access to Document

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