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Jung-Hsien Chiang

 

Project Name

Constructing a Hybrid Interactive Learning-based Inference Mechanism for Homecare Robots and their Applications for Elderly Users and Patients with Diabetes

 

Project Intro

Taiwan's population is shifting into an aged society, making the issue of long term care a top concern amongst families. State-of-the-art technologies in artificial intelligence are being developed by the home appliance industry and 3C manufacturers. The products are promoted to the healthcare market in order to help with home care and long term care tasks.  

In this project, we propose the idea of integration of an actual situation for healthcare services with a front end, perception-based home robot that is capable of seeing, hearing, and interactively recommending smart activities through the back end deep learning-based inference and decision making mechanism. We will develop time serial module-based deep learning algorithms to improve the performance of a collaborative filtering recommendation system. Also, adding events and seasonal information to the inference procedure to broaden the scope of recommendations, making it a more comfortable environment for elderly care users. Our team integrates research members from NCKU, NCKU Medical School and Hospital with engineers in ASUS Research Center to implement. Current examples are the elderly care and patients with diabetes applications.

 

Project Host

 

Principal Investigator 

Jung-Hsien Chiang, Distinguished Professor

Dept. of CSIE, NCKU

 

Ching-Ju, Chiu, Associate Professor

Institute of Gerontology, NCKU

 

 

Website To Link

Lab:http://iir.csie.ncku.edu.tw/

FB:NCKU IIR Lab

 

Host's Public Contact Method

Tel:06-2757575#62534

E-mail:This email address is being protected from spambots. You need JavaScript enabled to view it.

 

 Representative Pictures Of The Research
 
 
 

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計畫補助單位:科技部
70101 台南市東區大學路1號 成功校區 資訊工程系 舊館1樓4220辦公室
No.4220, CSIE Dept (old building), No.1, University Road, Tainan City 701, Taiwan (R.O.C)

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