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2018 | OriginalPaper | Buchkapitel

Developing a Chinese Food Nutrient Data Analysis System for Precise Dietary Intake Management

verfasst von : Xiaowei Xu, Li Hou, Zhen Guo, Ju Wang, Jiao Li

Erschienen in: Big Data – BigData 2018

Verlag: Springer International Publishing

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Abstract

A big mount of dietary data can be recorded in the daily life with the development of Internet of Things (e.g., RFID-equipped food carriers and food vending machines). Via monitoring and analyzing of personal dietary, it can provide valuable information for disease diagnosis, body weight control, and dietary habit management. The big data analysis benefits for patients, dieters, nutritionists and individuals who concern their health. While various techniques have been used for dietary monitoring in clinical trials and user studies, they are not ready for daily use. Existing solutions either require tedious manual recording or may impede normal daily activities. In this paper, we designed a smart big data framework using RFID technology to analyze the nutrition intake from dietary every day. The framework is capable to record Chinese food dietary information efficiently and effectively. It is promising for individuals and dietarians to set up personalized nutrient plan in the future.

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Literatur
1.
Zurück zum Zitat Saslow, L.R., Mason, A.E., Kim, S., Goldman, V., Ploutz-Snyder, R., Bayandorian, H., Daubenmier, J., Hecht, F.M., Moskowitz, J.T.: An online intervention comparing a very low-carbohydrate ketogenic diet and lifestyle recommendations versus a plate method diet in overweight individuals with type 2 diabetes: a randomized controlled trial. J. Med. Internet Res. 19(2), e36 (2017). https://doi.org/10.2196/jmir.5806. PMID: 28193599CrossRef Saslow, L.R., Mason, A.E., Kim, S., Goldman, V., Ploutz-Snyder, R., Bayandorian, H., Daubenmier, J., Hecht, F.M., Moskowitz, J.T.: An online intervention comparing a very low-carbohydrate ketogenic diet and lifestyle recommendations versus a plate method diet in overweight individuals with type 2 diabetes: a randomized controlled trial. J. Med. Internet Res. 19(2), e36 (2017). https://​doi.​org/​10.​2196/​jmir.​5806. PMID: 28193599CrossRef
2.
Zurück zum Zitat Jospe, M.R., Fairbairn, K.A., Green, P., Perry, T.L.: Diet app use by sports dietitians: a survey in five countries. JMIR mHealth uHealth 3(1), e7 (2015)CrossRef Jospe, M.R., Fairbairn, K.A., Green, P., Perry, T.L.: Diet app use by sports dietitians: a survey in five countries. JMIR mHealth uHealth 3(1), e7 (2015)CrossRef
3.
5.
Zurück zum Zitat Mahabir, S., Baer, D.J., Giffen, C., Subar, A., Campbell, W., Hartman, T.J., et al.: Calorie intake misreporting by diet record and food frequency questionnaire compared to doubly labeled water among postmenopausal women. Eur. J. Clin. Nutr. 60(4), 561–565 (2006). https://doi.org/10.1038/sj.ejcn.1602359. Medline: 16391574CrossRef Mahabir, S., Baer, D.J., Giffen, C., Subar, A., Campbell, W., Hartman, T.J., et al.: Calorie intake misreporting by diet record and food frequency questionnaire compared to doubly labeled water among postmenopausal women. Eur. J. Clin. Nutr. 60(4), 561–565 (2006). https://​doi.​org/​10.​1038/​sj.​ejcn.​1602359. Medline: 16391574CrossRef
6.
Zurück zum Zitat Probst, Y.C., Tapsell, L.C.: Overview of computerized dietary assessment programs for research and practice in nutrition education. J. Nutr. Educ. Behav. 37(1), 20–26 (2005). Medline: 15745652CrossRef Probst, Y.C., Tapsell, L.C.: Overview of computerized dietary assessment programs for research and practice in nutrition education. J. Nutr. Educ. Behav. 37(1), 20–26 (2005). Medline: 15745652CrossRef
8.
Zurück zum Zitat Subar, A.F., Kipnis, V., Troiano, R.P., Midthune, D., Schoeller, D.A., Bingham, S., et al.: Using intake biomarkers to evaluate the extent of dietary misreporting in a large sample of adults: the OPEN study. Am. J. Epidemiol. 158(1), 1–13 (2003). Medline: 12835280CrossRef Subar, A.F., Kipnis, V., Troiano, R.P., Midthune, D., Schoeller, D.A., Bingham, S., et al.: Using intake biomarkers to evaluate the extent of dietary misreporting in a large sample of adults: the OPEN study. Am. J. Epidemiol. 158(1), 1–13 (2003). Medline: 12835280CrossRef
10.
Zurück zum Zitat Gersovitz, M., Madden, J.P., Smiciklas-Wright, H.: Validity of the 24-hr. dietary recall and seven-day record for group comparisons. J. Am. Diet. Assoc. 73(1), 48–55 (1978). Medline: 659761 Gersovitz, M., Madden, J.P., Smiciklas-Wright, H.: Validity of the 24-hr. dietary recall and seven-day record for group comparisons. J. Am. Diet. Assoc. 73(1), 48–55 (1978). Medline: 659761
12.
Zurück zum Zitat Moshfegh, A.J., Rhodes, D.G., Baer, D.J., Murayi, T., Clemens, J.C., Rumpler, W.V., et al.: The US department of agriculture automated multiple-pass method reduces bias in the collection of energy intakes. Am. J. Clin. Nutr. 88(2), 324–332 (2008). FREE Full text. Medline: 18689367CrossRef Moshfegh, A.J., Rhodes, D.G., Baer, D.J., Murayi, T., Clemens, J.C., Rumpler, W.V., et al.: The US department of agriculture automated multiple-pass method reduces bias in the collection of energy intakes. Am. J. Clin. Nutr. 88(2), 324–332 (2008). FREE Full text. Medline: 18689367CrossRef
13.
Zurück zum Zitat Anton, S.D., LeBlanc, E., Allen, H.R., Karabetian, C., Sacks, F., Bray, G., et al.: Use of a computerized tracking system to monitor and provide feedback on dietary goals for calorie-restricted diets: the POUNDS LOST study. J. Diabetes Sci. Technol. 5, 1216–1225 (2012). FREE Full text. Medline: 23063049CrossRef Anton, S.D., LeBlanc, E., Allen, H.R., Karabetian, C., Sacks, F., Bray, G., et al.: Use of a computerized tracking system to monitor and provide feedback on dietary goals for calorie-restricted diets: the POUNDS LOST study. J. Diabetes Sci. Technol. 5, 1216–1225 (2012). FREE Full text. Medline: 23063049CrossRef
14.
Zurück zum Zitat Springvloet, L., Lechner, L., Oenema, A.: Planned development and evaluation protocol of two versions of a web-based computer-tailored nutrition education intervention aimed at adults, including cognitive and environmental feedback. BMC Public Health 14, 47 (2014). https://doi.org/10.1186/1471-2458-14-47. FREE Full text. Medline: 24438381CrossRef Springvloet, L., Lechner, L., Oenema, A.: Planned development and evaluation protocol of two versions of a web-based computer-tailored nutrition education intervention aimed at adults, including cognitive and environmental feedback. BMC Public Health 14, 47 (2014). https://​doi.​org/​10.​1186/​1471-2458-14-47. FREE Full text. Medline: 24438381CrossRef
16.
Zurück zum Zitat Daugherty, B.L., Schap, T.E., Ettienne-Gittens, R., Zhu, F.M., Bosch, M., Delp, E.J., et al.: Novel technologies for assessing dietary intake: evaluating the usability of a mobile telephone food record among adults and adolescents. J. Med. Internet Res. 14(2), e58 (2012). https://doi.org/10.2196/jmir.1967. Medline: 22504018CrossRef Daugherty, B.L., Schap, T.E., Ettienne-Gittens, R., Zhu, F.M., Bosch, M., Delp, E.J., et al.: Novel technologies for assessing dietary intake: evaluating the usability of a mobile telephone food record among adults and adolescents. J. Med. Internet Res. 14(2), e58 (2012). https://​doi.​org/​10.​2196/​jmir.​1967. Medline: 22504018CrossRef
18.
Zurück zum Zitat Roy, W.: An introduction to RFID technology. IEEE Pervasive Comput. 5(1), 25–33 (2010)MathSciNet Roy, W.: An introduction to RFID technology. IEEE Pervasive Comput. 5(1), 25–33 (2010)MathSciNet
19.
Zurück zum Zitat Shepard, S.: RFID: radio frequency identification. McGraw-Hill, New York (2005). ISBN 9780071442992 Shepard, S.: RFID: radio frequency identification. McGraw-Hill, New York (2005). ISBN 9780071442992
20.
Zurück zum Zitat Chen, P.H., Liang, Y.H., Lin, T.C.: Using E-Plate to implement a custom dietary management system. In: International Symposium on Computer, Consumer and Control, pp. 978–981 (2014) Chen, P.H., Liang, Y.H., Lin, T.C.: Using E-Plate to implement a custom dietary management system. In: International Symposium on Computer, Consumer and Control, pp. 978–981 (2014)
21.
Zurück zum Zitat Chen, P.H., Liang, Y.H., Chou, W.C.: E-tag plate application for dietary management. In: International Symposium on Computer, Consumer and Control. pp. 223–226 (2014) Chen, P.H., Liang, Y.H., Chou, W.C.: E-tag plate application for dietary management. In: International Symposium on Computer, Consumer and Control. pp. 223–226 (2014)
23.
Zurück zum Zitat Yang, Y.X., Wang, G.Y., Pan, X.C.: China food composition. Peking University Medical Press, Beijing (2009). ISBN 9787811167276 Yang, Y.X., Wang, G.Y., Pan, X.C.: China food composition. Peking University Medical Press, Beijing (2009). ISBN 9787811167276
24.
Zurück zum Zitat Yang, Y.X.: China food composition. Peking University Medical Press, Beijing (2004). ISBN 9787810716789 Yang, Y.X.: China food composition. Peking University Medical Press, Beijing (2004). ISBN 9787810716789
25.
Zurück zum Zitat Matthews, R., Garrison, Y.: Agriculture handbook No. 102: Food yields summarized by different stages of preparation. USDA Agricultural Research Service, Washington, DC (1975) Matthews, R., Garrison, Y.: Agriculture handbook No. 102: Food yields summarized by different stages of preparation. USDA Agricultural Research Service, Washington, DC (1975)
Metadaten
Titel
Developing a Chinese Food Nutrient Data Analysis System for Precise Dietary Intake Management
verfasst von
Xiaowei Xu
Li Hou
Zhen Guo
Ju Wang
Jiao Li
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-94301-5_30

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