[go: up one dir, main page]
More Web Proxy on the site http://driver.im/
Skip to main content

A Mixed Reality Eye-Tracking Investigation on Key Factors Affecting Food Consumption Habits

  • Conference paper
  • First Online:
Extended Reality (XR Salento 2024)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 15028))

Included in the following conference series:

  • 202 Accesses

Abstract

This paper introduces a systematic method to study food consumption behaviors using eye-tracking within Mixed Reality (MR) settings. Participants wearing video see-through headsets are exposed to various food-related scenarios. Eye-tracking metrics, such as gaze direction, duration, and frequency, are gathered and analyzed alongside questionnaires about eating habits integrated with immersive data storytelling visuals relating to key factors affecting food consumption habits into the MR environment. The approach demonstrates how eye-tracking can reveal underlying preferences and biases not evident through conventional survey techniques, offering valuable insights for fields like health, nutrition, and advertising. Preliminary findings suggest a relationship between gaze patterns and food choices, influenced by dietary preferences, highlighting the utility of MR eye-tracking in behavioral research and dietary analysis. Specifically, it is shown that carnivorous participants display a significant focus on meat scenarios, while vegetarian participants are more engaged with more sustainable food choices. Furthermore, omnivorous participants showed a higher engagement with the presented key factors, possibly due to the complexity and variety in their diet choices. This differential attention underscores the potential for MR technologies to tailor educational and marketing strategies that are more aligned with individual dietary habits and preferences.

Institute of Communication and Computer Systems, ICCS.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
£29.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
GBP 19.95
Price includes VAT (United Kingdom)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
GBP 49.99
Price includes VAT (United Kingdom)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
GBP 59.99
Price includes VAT (United Kingdom)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Sember, V., Meh, K., Sorić, M., Starc, G., Rocha, P., Jurak, G.: Validity and reliability of international physical activity questionnaires for adults across EU countries: systematic review and meta analysis. Int. J. Environ. Res. Publ. Health 17(19), 7161 (2020). https://doi.org/10.3390/ijerph17197161

  2. Svendsen, M., Tonstad, S.: Accuracy of food intake reporting in obese subjects with metabolic risk factors. Br. J. Nutr. 95(3), 640–649 (2006). https://doi.org/10.1079/bjn20051662

    Article  Google Scholar 

  3. Manzoni, G.M., et al.: Virtual reality-enhanced cognitive-behavioral therapy for morbid obesity: a randomized controlled study with 1 year follow-up. Cyberpsychol. Behav. Soc. Netw. 19(2), 134–140 (2016). https://doi.org/10.1089/cyber.2015.0208

  4. Ruppenthal, T.: Eye-tracking studies on sustainable food consumption: a systematic literature review. Sustainability 15(23), 16434 (2023). https://doi.org/10.3390/su152316434

  5. Yanprasertsak, J., Bunkerd, I., Thanasuan, K.: The development of metabolic syndromes learning application using augmented-virtual reality technology. In: 2023 8th International STEM Education Conference (iSTEM-Ed) (2023). https://doi.org/10.1109/iSTEM-Ed59413.2023.10305738

  6. Schroeder, P., Collantoni, E., Lohmann, J., Butz, M.V., Plewnia, C.: Faster grasping of high-calorie food objects in virtual reality. (2021). https://doi.org/10.21203/rs.3.rs-524244/v1

  7. Rauschnabel, P.A., Felix, R., Hinsch, C., Shahab, H., Alt, F.: What is XR? Towards a framework for augmented and virtual reality. Comput. Hum. Behav. 133, 107289 (2022). https://doi.org/10.1016/j.chb.2022.107289

  8. Sundstedt, V., Garro, V.: A systematic review of visualization techniques and analysis tools for eye-tracking in 3D environments. Front. Neuroergon. 3, 910019 (2022). https://doi.org/10.3389/fnrgo.2022.910019

    Article  Google Scholar 

  9. Duchowski, A.T.: Eye Tracking Methodology. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-57883-5

  10. Ferguson, J.J., Oldmeadow, C., Mishra, G.D., Garg, M.L.: Plant-based dietary patterns are associated with lower body weight, BMI and waist circumference in older Australian women. Public Health Nutr. 25(1), 18–31 (2022). https://doi.org/10.1017/S1368980021003852

    Article  Google Scholar 

  11. Sluik, D., Streppel, M.T., van Lee, L., Geelen, A., Feskens, E.J.: Evaluation of a nutrient-rich food index score in the Netherlands. J. Nutr. Sci. 4, e14 (2015). https://doi.org/10.1017/jns.2015.4

    Article  Google Scholar 

  12. Poore, J., Nemecek, T.: Reducing food’s environmental impacts through producers and consumers. Science 360(6392), 987–992 (2018). https://doi.org/10.1126/science.aaq0216

Download references

Acknowledgements

This research is supported by Funding from the EU Horizon 2020 project under grant agreement no. 101081617 (CHOICE).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Nikolaos D. Tantaroudas .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Tantaroudas, N.D., Koukoudis, K., Tsimiklis, G., Amditis, A., Katika, T. (2024). A Mixed Reality Eye-Tracking Investigation on Key Factors Affecting Food Consumption Habits. In: De Paolis, L.T., Arpaia, P., Sacco, M. (eds) Extended Reality. XR Salento 2024. Lecture Notes in Computer Science, vol 15028. Springer, Cham. https://doi.org/10.1007/978-3-031-71704-8_18

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-71704-8_18

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-71703-1

  • Online ISBN: 978-3-031-71704-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics