Skip to main content

Modeling the Relationship Between Stress and Appetite to Create a Dish Recommendation System Based on Desired Nutrients

  • Conference paper
  • First Online:
Advances in Affective and Pleasurable Design (AHFE 2017)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 585))

Included in the following conference series:

  • 1600 Accesses

Abstract

Using decision trees, we investigated the relationship between stress condition and the nutrients contained in the consumed foods during the stress condition. The objective of this study is to develop a prospective dish recommendation system. Some explicit analyses of the nutrients preferred by people with high stress condition were performed. Thus, we were able to find the possibility of a dish recommending system based on nutrients and stress level.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • 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. MedlinePlus. https://medlineplus.gov/personalhealthrecords.html

  2. Personal Health Records (PHR). http://www.meti.go.jp/policy/mono_info_service/service/downloadfiles/phr_houkoku_gaiyou.pdf. (in Japanese)

  3. Dillard, J.P., Shen, L.: On the nature of reactance and its role in persuasive health communication. Commun. Monogr. 72(2), 144–168 (2005)

    Article  Google Scholar 

  4. Hiroya, K., Toru, N., Toshikazu, K.: Proposal of cooking recipe and restaurant recommendation system with physiological indexes. In: The 12th Japan Society of Kansei Engineering Spring Conference, Osaka (2017)

    Google Scholar 

  5. Hiroaki, I., Morihiko, T., Keiichi, Y.: A Recommendation Method for Dinner Recipes with Comprehensive Consideration of Multiple Factors. IEICE Tech. Rep. MoNA 113(168), 7–12 (2013)

    Google Scholar 

  6. Oliver, G., Wardle, J., Gibson, E.L.: Stress and food choice: a laboratory study. Psychosom. Med. 62(6), 853–865 (2000)

    Article  Google Scholar 

  7. Dallman, M.F., Pecoraro, N.C., la Fleur, S.E.: Chronic stress and comfort foods: self-medication and abdominal obesity. Brain Behav. Immun. 19(4), 275–280 (2005)

    Article  Google Scholar 

  8. Futomi, S., Mieko, O., Hiromi, T.: Method for mental stress during high-tension and monotonous tasks using heart rate respiration and blood pressure. Ergonomics 34(3), 107–115 (1998). (in Japanese)

    Article  Google Scholar 

  9. Ministry of Health, Labor and Welfare Version Stress Check Implementation Program. https://stresscheck.mhlw.go.jp/. (in Japanese)

  10. AJINOMOTO PARK (Recipe Encyclopedia). http://park.ajinomoto.co.jp/. (in Japanese)

  11. Rakuten Recipe. https://recipe.rakuten.co.jp/. (in Japanese)

  12. Dish Nutritional Value Database. https://www.eatsmart.co.jp/service/caloriedata. (in Japanese)

  13. Therneau, T.M., Atkinson, B., Ripley, B.: rpart: recursive partitioning. R Package Version 3, 1–46 (2010)

    Google Scholar 

  14. Hothorn, T., Zeileis, A.: partykit: a modular toolkit for recursive partytioning in R. J. Mach. Learn. Res. 16, 3905–3909 (2015)

    MathSciNet  MATH  Google Scholar 

  15. Miwako, K., Yasuhiro, I., Shinobu, N., Jun, S.: The influence of cumulative fatigue on salty taste sensitivity. J. Integr. Study Diet. Habits 18(2), 140–144 (2007). (in Japanese)

    Article  Google Scholar 

  16. Narumi, N., Yukina, Y., Naoki, M., Takashi, I., Shiori, W., Toshio, M.: Evaluation of the transient sense of relief following soup intake, and related psychological and physiological factors. J. Nutr. Sci. Vitaminol. 63(6), 279–285 (2010). (in Japanese)

    Google Scholar 

  17. Nobuko, N.: Intracerebral narcotics, the identity of dopamine that dominates humans. GS (2014). (in Japanese)

    Google Scholar 

Download references

Acknowledgements

This work was partially supported by JSPS KAKENHI grants (No. 25240043) and TISE Research Grant of Chuo University.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hiroya Kato .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG

About this paper

Cite this paper

Kato, H., Nakata, T., Kato, T. (2018). Modeling the Relationship Between Stress and Appetite to Create a Dish Recommendation System Based on Desired Nutrients. In: Chung, W., Shin, C. (eds) Advances in Affective and Pleasurable Design. AHFE 2017. Advances in Intelligent Systems and Computing, vol 585. Springer, Cham. https://doi.org/10.1007/978-3-319-60495-4_40

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-60495-4_40

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-60494-7

  • Online ISBN: 978-3-319-60495-4

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics