Application of a Mobile Chronic Disease Health-Care System for Hypertension Based on Big Data Platforms

المؤلفون المشاركون

Li, Dingkun
Park, Hyun Woo
Batbaatar, Erdenebileg
Munkhdalai, Lkhagvadorj
Musa, Ibrahim
Li, Meijing
Ryu, Keun Ho

المصدر

Journal of Sensors

العدد

المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-13، 13ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2018-05-29

دولة النشر

مصر

عدد الصفحات

13

التخصصات الرئيسية

هندسة مدنية

الملخص EN

Hadoop is a globally famous framework for big data processing.

Data mining (DM) is the key technique for the discovery of the useful information from massive datasets.

In our work, we take advantage of both platforms to design a real-time and intelligent mobile health-care system for chronic disease detection based on IoT device data, government-provided public data and user input data.

The purpose of our work is the provision of a practical assistant system for self-based patient health care, as well as the design of a complementary system for patient disease diagnosis.

This system was only applied to hypertensive disease during the first research stage.

Nevertheless, a detailed design, an implementation, a clear overview of the whole system, and a significant guide for further work are provided; the entire step-by-step procedure is depicted.

The experiment results show a relatively high accuracy.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Li, Dingkun& Park, Hyun Woo& Batbaatar, Erdenebileg& Munkhdalai, Lkhagvadorj& Musa, Ibrahim& Li, Meijing…[et al.]. 2018. Application of a Mobile Chronic Disease Health-Care System for Hypertension Based on Big Data Platforms. Journal of Sensors،Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1201070

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Li, Dingkun…[et al.]. Application of a Mobile Chronic Disease Health-Care System for Hypertension Based on Big Data Platforms. Journal of Sensors No. 2018 (2018), pp.1-13.
https://search.emarefa.net/detail/BIM-1201070

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Li, Dingkun& Park, Hyun Woo& Batbaatar, Erdenebileg& Munkhdalai, Lkhagvadorj& Musa, Ibrahim& Li, Meijing…[et al.]. Application of a Mobile Chronic Disease Health-Care System for Hypertension Based on Big Data Platforms. Journal of Sensors. 2018. Vol. 2018, no. 2018, pp.1-13.
https://search.emarefa.net/detail/BIM-1201070

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1201070