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Design and Evaluation of a Smart Environment with a Conversational Agent for Mindful Eating

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Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2022) (UCAmI 2022)

Abstract

The field of Human-Food Interaction focuses on creating and evaluating HCI interactions around food. Increasingly, the use of smartphones is part of people’s eating experience which leads to distractions and unawareness on the amount and quality of food that is eaten. In contrast, mindful eating promotes people to focus completely on their food, reducing distractions. We present an experiment in which we evaluate a smart environment for mindful eating/drinking aimed at enhancing the hedonic experience. A conversational agent acts as a hub for the smart environment and guides the user in the preparation and appreciation of tea and its pairing with a snack. We compared how independent participants assessed the system under two conditions: mindful (n = 10) and music (n = 12). Participants who interacted with the mindful conversational agent rated the system more likable in comparison with the agent that played music. Similarly, those in the mindful condition reported increased appreciation of the colors and smells of their tea. Additionally, our results show that all participants (n = 22) perceived the system as accurate, likable, quick to react, and promotes awareness. Conversely, participants rated the system low in annoyance, cognitive demand, and distraction.

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References

  1. Achananuparp, P., Lim, E.P., Abhishek, V.: Does journaling encourage healthier choices? Analyzing healthy eating behaviors of food journalers. In: Proceedings of the 2018 International Conference on Digital Health, pp. 35–44 (2018)

    Google Scholar 

  2. Altarriba Bertran, F., Jhaveri, S., Lutz, R., Isbister, K., Wilde, D.: Making sense of human-food interaction. In: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, pp. 1–13 (2019)

    Google Scholar 

  3. Altarriba Bertran, F., Wilde, D., Berezvay, E., Isbister, K.: Playful human-food interaction research: state of the art and future directions. In: Proceedings of the Annual Symposium on Computer-Human Interaction in Play, pp. 225–237 (2019)

    Google Scholar 

  4. Boushey, C., Spoden, M., Zhu, F., Delp, E., Kerr, D.: New mobile methods for dietary assessment: review of image-assisted and image-based dietary assessment methods. Proc. Nutr. Soc. 76(3), 283–294 (2017)

    Article  Google Scholar 

  5. Dahlbäck, N., Jönsson, A., Ahrenberg, L.: Wizard of OZ studies-why and how. Knowl.-Based Syst. 6(4), 258–266 (1993)

    Article  Google Scholar 

  6. Deng, J., et al.: The future of human-food interaction. In: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, pp. 1–6 (2021)

    Google Scholar 

  7. Diederich, S., Brendel, A.B., Morana, S., Kolbe, L.: On the design of and interaction with conversational agents: an organizing and assessing review of human-computer interaction research. J. Assoc. Inf. Syst. 23(1), 96–138 (2022)

    Google Scholar 

  8. Framson, C., Kristal, A.R., Schenk, J.M., Littman, A.J., Zeliadt, S., Benitez, D.: Development and validation of the mindful eating questionnaire. J. Am. Diet. Assoc. 109(8), 1439–1444 (2009)

    Article  Google Scholar 

  9. González-Monroy, C., Gómez-Gómez, I., Olarte-Sánchez, C.M., Motrico, E.: Eating behaviour changes during the Covid-19 pandemic: a systematic review of longitudinal studies. Int. J. Environ. Res. Public Health 18(21), 11130 (2021)

    Article  Google Scholar 

  10. Hone, K.S., Graham, R.: Towards a tool for the subjective assessment of speech system interfaces (SASSI). Nat. Lang. Eng. 6(3–4), 287–303 (2000)

    Article  Google Scholar 

  11. Khot, R.A., Mueller, F., et al.: Human-food interaction. Found. Trends® Hum. Comput. Interact. 12(4), 238–415 (2019)

    Google Scholar 

  12. Khot, R.A., Yi, J.Y., Aggarwal, D.: Swan: designing a companion spoon for mindful eating. In: Proceedings of the Fourteenth International Conference on Tangible, Embedded, and Embodied Interaction, pp. 743–756 (2020)

    Google Scholar 

  13. Korpusik, M., Glass, J.: Spoken language understanding for a nutrition dialogue system. IEEE/ACM Trans. Audio Speech Lang. Process. 25(7), 1450–1461 (2017)

    Article  Google Scholar 

  14. Lemke, M., Schifferstein, H.N.: The use of ICT devices as part of the solo eating experience. Appetite 165, 105297 (2021)

    Article  Google Scholar 

  15. MacFarland, T.W., Yates, J.M.: Mann–Whitney U test. In: MacFarland, T.W., Yates, J.M. (eds.) Introduction to Nonparametric Statistics for the Biological Sciences Using R, pp. 103–132. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-30634-6_4

    Chapter  MATH  Google Scholar 

  16. Park, J., Koo, B.c., Cho, J., Bae, B.C.: Snackbreaker: a game promoting healthy choice of snack foods. In: Proceedings of the 2015 Annual Symposium on Computer-Human Interaction in Play, pp. 673–678 (2015)

    Google Scholar 

  17. Parra, M.O., Castro, L.A., Favela, J.: Understanding changes in behavior during the Covid-19 pandemic: opportunities to design around new eating experiences. In: Avances en Interacción Humano-Computadora, pp. 11–17 (2021)

    Google Scholar 

  18. Parra, M.O., Favela, J., Castro, L.A., Morales, A.: Monitoring eating behaviors for a nutritionist e-assistant using crowdsourcing. Computer 51(3), 43–51 (2018)

    Article  Google Scholar 

  19. Roo, J.S., Gervais, R., Frey, J., Hachet, M.: 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, pp. 1459–1470 (2017)

    Google Scholar 

  20. Spence, C., Mancini, M., Huisman, G.: Digital commensality: eating and drinking in the company of technology. Front. Psychol. 10, 2252 (2019)

    Article  Google Scholar 

  21. Story, M., Neumark-Sztainer, D., French, S.: Individual and environmental influences on adolescent eating behaviors. J. Am. Diet. Assoc. 102(3), S40–S51 (2002)

    Article  Google Scholar 

  22. Vu, T., Lin, F., Alshurafa, N., Xu, W.: Wearable food intake monitoring technologies: a comprehensive review. Computers 6(1), 4 (2017)

    Article  Google Scholar 

  23. Wang, Q., Egelandsdal, B., Amdam, G.V., Almli, V.L., Oostindjer, M., et al.: Diet and physical activity apps: perceived effectiveness by app users. JMIR Mhealth Uhealth 4(2), e5114 (2016)

    Article  Google Scholar 

  24. Wang, Y., Li, Z., Jarvis, R.S., La Delfa, J., Khot, R.A., Mueller, F.F.: Wescream! toward understanding the design of playful social gustosonic experiences with ice cream. In: Proceedings of the 2020 ACM Designing Interactive Systems Conference, pp. 951–963 (2020)

    Google Scholar 

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Acknowledgements

This research was partially funded by CONACYT grant number A1-S-11287. Also, through a graduate scholarship provided by CONACYT to the first author. Finally this research was also partially funded by the Sonora Institute of Technology (ITSON) through the PROFAPI program.

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Correspondence to Jesus Favela .

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Parra, M.O., Favela, J., Castro, L.A. (2023). Design and Evaluation of a Smart Environment with a Conversational Agent for Mindful Eating. In: Bravo, J., Ochoa, S., Favela, J. (eds) Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2022). UCAmI 2022. Lecture Notes in Networks and Systems, vol 594. Springer, Cham. https://doi.org/10.1007/978-3-031-21333-5_90

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