poster

ZenG: AR Neurofeedback for Meditative Mixed Reality

Authors:

Mark Billinghurst,

Elizabeth BroadbentAuthors Info & Claims

C&C '19: Proceedings of the 2019 Conference on Creativity and Cognition

Pages 583 - 590

https://doi.org/10.1145/3325480.3326584

Published: 13 June 2019 Publication History

Abstract

In this paper we present ZenG, a neurofeedback ARapplication concept based on Zen Gardening to fostercreativity, self-awareness, and relaxation through embodiedinteractions in a mixed reality environment. We developedan initial prototype which combined physiological sensingthrough EEG with AR visualisation on the Magic LeapDisplay. We evaluated the prototype through preliminaryuser testing with 12 adults. Results suggest users found theexperience to be enjoyable and relaxing, however theapplication could be improved by including more featuresand functionality. ZenG shows the potential for AR toprovide immersive and interactive environments that couldpromote creativity and relaxation, providing solid groundsfor further research.

References

[1]

Efthymios Angelakis, Stamatina Stathopoulou, Jennifer L. Frymiare, Deborah L. Green, Joel F. Lubar, and John Kounios. 2007. EEG Neurofeedback: A Brief Overview and an Example of Peak Alpha Frequency Training for Cognitive Enhancement in the Elderly. The Clinical Neuropsychologist 21, 1 (2007), 110--129. 17366280.

[2]

Ruth A. Baer. 2003. Mindfulness Training as a Clinical Intervention: A Conceptual and Empirical Review. Clinical Psychology: Science and Practice 10, 2 (2003), 125--143.

[3]

Lyn Bartram, Abhisekh Patra, and Maureen Stone. 2017. Affective Color in Visualization. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 1364--1374.

Digital Library

[4]

B. Rael Cahn and John Polich. 2006. Meditation states and traits: EEG, ERP, and neuroimaging studies . Psychological Bulletin (2006).

[5]

Patrik Grahn and Ulrika K. Stigsdotter. 2010. The relation between perceived sensory dimensions of urban green space and stress restoration. Landscape and Urban Planning 94, 3 (2010), 264 -- 275.

[6]

Fritz Heider and Marianne Simmel. 1944. An Experimental Study of Apparent Behavior. The American Journal of Psychology 57, 2 (1944), 243--259. http://www.jstor.org/stable/1416950

[7]

Jon Kabat-Zinn. 2003. Mindfulness-Based Interventions in Context: Past, Present, and Future. Clinical Psychology: Science and Practice 10, 2 (2003), 144--156.

[8]

Robert S. Kennedy, Kay M. Stanney, and William P. Dunlap. 2000. Duration and Exposure to Virtual Environments: Sickness Curves During and Across Sessions. Presence: Teleoperators and Virtual Environments 9, 5 (2000), 463--472.

Digital Library

[9]

Barbara C.N. Mü ller, Anastasija Gerasimova, and Simone M. Ritter. 2016. Concentrative meditation influences creativity by increasing cognitive flexibility . Psychology of Aesthetics, Creativity, and the Arts (2016).

[10]

Jonathan Nash and Andrew Newberg. 2013. Toward A Unifying Taxonomy and Definition for Meditation. Frontiers in Psychology 4 (2013), 806.

[11]

Joan Sol Roo, Renaud Gervais, Jeremy Frey, and Martin Hachet. 2017. Inner Garden: Connecting Inner States to a Mixed Reality Sandbox for Mindfulness. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 1459--1470.

Digital Library

[12]

Poppy L.A. Schoenberg, Andrea Ruf, John Churchill, Daniel P. Brown, and Judson A. Brewer. 2018. Mapping complex mind states: EEG neural substrates of meditative unified compassionate awareness. Consciousness and Cognition 57 (2018), 41 -- 53.

[13]

H. Si-Mohammed, J. Petit, C. Jeunet, F. Argelaguet, F. Spindler, A. Évain, N. Roussel, G. Casiez, and A. Lécuyer. 2018. Towards BCI-based Interfaces for Augmented Reality: Feasibility, Design and Evaluation. IEEE Transactions on Visualization and Computer Graphics (2018), 1--1.

[14]

M.P.J. Spijkerman, W.T.M. Pots, and E.T. Bohlmeijer. 2016. Effectiveness of online mindfulness-based interventions in improving mental health: A review and meta-analysis of randomised controlled trials. Clinical Psychology Review 45 (2016), 102 -- 114.

[15]

Stoyan R Stoyanov, Leanne Hides, David J Kavanagh, Oksana Zelenko, Dian Tjondronegoro, and Madhavan Mani. 2015. Mobile App Rating Scale: A New Tool for Assessing the Quality of Health Mobile Apps. JMIR mHealth uHealth 3, 1 (11 Mar 2015), e27.

Cited By

Aggarwal DKhot RYi JCiolfi LHogan TDöring TJenkins Tvan Dijk JHuron SLi ZCoyle DSigner B(2024)Zenscape: Encouraging Microbreaks from Screen-based Work through a Tangible SystemProceedings of the Eighteenth International Conference on Tangible, Embedded, and Embodied Interaction10.1145/3623509.3633368(1-17)Online publication date: 11-Feb-2024
https://dl.acm.org/doi/10.1145/3623509.3633368
Soler-Dominguez JNavas-Medrano SPons P(2024)ARCADIA: A Gamified Mixed Reality System for Emotional Regulation and Self-CompassionProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642123(1-17)Online publication date: 11-May-2024
https://dl.acm.org/doi/10.1145/3613904.3642123
Kumar ASankhyan STripathi KThakur SBhavsar ADutt V(2024)VRZM: Exploring the Effect of Zen Meditation on EEG Patterns in Immersive Environments2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)10.1109/SMC54092.2024.10831479(4632-4637)Online publication date: 6-Oct-2024
https://doi.org/10.1109/SMC54092.2024.10831479
Show More Cited By

Index Terms

ZenG: AR Neurofeedback for Meditative Mixed Reality
1. Human-centered computing
  1. Human computer interaction (HCI)
    1. Interaction paradigms
      1. Mixed / augmented reality

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Information & Contributors

Information

Published In

cover image ACM Conferences

C&C '19: Proceedings of the 2019 Conference on Creativity and Cognition

June 2019

745 pages

ISBN:9781450359177

DOI:10.1145/3325480

General Chairs:
Steven Dow
UC San Diego, USA
,
Mary Lou Maher
UNC Charlotte, USA
,
Program Chairs:
Andruid Kerne
Texas A&M University
,
Celine Latulipe
UNC Charlotte, USA

Copyright © 2019 Owner/Author.

Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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SIGCHI: ACM Special Interest Group on Computer-Human Interaction

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 13 June 2019

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C&C '19

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SIGCHI

C&C '19: Creativity and Cognition

June 23 - 26, 2019

CA, San Diego, USA

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C&C '19 Paper Acceptance Rate 30 of 101 submissions, 30%;

Overall Acceptance Rate 108 of 371 submissions, 29%

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Cited By

Aggarwal DKhot RYi JCiolfi LHogan TDöring TJenkins Tvan Dijk JHuron SLi ZCoyle DSigner B(2024)Zenscape: Encouraging Microbreaks from Screen-based Work through a Tangible SystemProceedings of the Eighteenth International Conference on Tangible, Embedded, and Embodied Interaction10.1145/3623509.3633368(1-17)Online publication date: 11-Feb-2024
https://dl.acm.org/doi/10.1145/3623509.3633368
Soler-Dominguez JNavas-Medrano SPons P(2024)ARCADIA: A Gamified Mixed Reality System for Emotional Regulation and Self-CompassionProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642123(1-17)Online publication date: 11-May-2024
https://dl.acm.org/doi/10.1145/3613904.3642123
Kumar ASankhyan STripathi KThakur SBhavsar ADutt V(2024)VRZM: Exploring the Effect of Zen Meditation on EEG Patterns in Immersive Environments2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)10.1109/SMC54092.2024.10831479(4632-4637)Online publication date: 6-Oct-2024
https://doi.org/10.1109/SMC54092.2024.10831479
Mitsea EDrigas ASkianis C(2023)Digitally Assisted Mindfulness in Training Self-Regulation Skills for Sustainable Mental Health: A Systematic ReviewBehavioral Sciences10.3390/bs1312100813:12(1008)Online publication date: 10-Dec-2023
https://doi.org/10.3390/bs13121008
Semertzidis NZambetta FMueller F(2023)Brain-Computer Integration: A Framework for the Design of Brain-Computer Interfaces from an Integrations PerspectiveACM Transactions on Computer-Human Interaction10.1145/360362130:6(1-48)Online publication date: 25-Sep-2023
https://dl.acm.org/doi/10.1145/3603621
Sanku BLi YHe J(2023)A Survey of VR-Based Neurofeedback Systems in Physiological Computing for Depression Treatment2023 9th International Conference on Virtual Reality (ICVR)10.1109/ICVR57957.2023.10169583(369-377)Online publication date: 12-May-2023
https://doi.org/10.1109/ICVR57957.2023.10169583
Salminen MJärvelä SKosunen IRuonala AHamari JRavaja NJacucci G(2023)Meditating in a neurofeedback virtual reality: effects on sense of presence, meditation depth and brain oscillationsBehaviour & Information Technology10.1080/0144929X.2023.2258231(1-15)Online publication date: 21-Sep-2023
https://doi.org/10.1080/0144929X.2023.2258231
Mosher MMaiden NSas C(2022)Khong Khro: Visual biofeedback for focus meditationsProceedings of the 14th Conference on Creativity and Cognition10.1145/3527927.3535216(570-574)Online publication date: 20-Jun-2022
https://dl.acm.org/doi/10.1145/3527927.3535216
Ji CIsbister K(2022)AR Fidget: Augmented Reality Experiences that Support Emotion Regulation through FidgetingExtended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems10.1145/3491101.3519874(1-4)Online publication date: 27-Apr-2022
https://dl.acm.org/doi/10.1145/3491101.3519874
Döllinger NWienrich CLatoschik M(2021)Challenges and Opportunities of Immersive Technologies for Mindfulness Meditation: A Systematic ReviewFrontiers in Virtual Reality10.3389/frvir.2021.6446832Online publication date: 27-Apr-2021
https://doi.org/10.3389/frvir.2021.644683
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