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

机译:开发用于精确膳食摄入量管理的中国食品营养数据分析系统

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摘要

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.
机译:随着物联网(例如配备RFID的食物载体和食物自动售货机)的发展,可以在日常生活中记录大量饮食数据。通过监视和分析个人饮食,它可以为疾病诊断,体重控制和饮食习惯管理提供有价值的信息。大数据分析对患者,节食者,营养学家和关心健康的个人都有好处。尽管在临床试验和用户研究中已使用各种技术进行饮食监测,但它们尚不适合日常使用。现有的解决方案要么需要繁琐的手动记录,要么可能妨碍正常的日常活动。在本文中,我们使用RFID技术设计了一个智能大数据框架,以分析日常饮食中的营养摄入量。该框架能够有效地记录中国食品的饮食信息。对于个人和营养学家来说,将来建立个性化的营养计划是有希望的。

著录项

  • 来源
    《Big data - BigData 2018》|2018年|360-366|共7页
  • 会议地点 Seattle(US)
  • 作者单位

    Institute of Medical Information, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing 100020, China;

    Institute of Medical Information, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing 100020, China;

    Institute of Medical Information, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing 100020, China;

    The University of Texas Health Science Center at Houston, 77030 Houston, USA;

    Institute of Medical Information, Chinese Academy of Medical Sciences/Peking Union Medical College, Beijing 100020, China;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Big data; Dietary record; Nutrition analysis; Chinese food;

    机译:大数据;饮食记录;营养分析;中国菜;

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