DocumentCode :
2102989
Title :
Integrated baby-care recommender platform based on hybrid commonsense reasoning and case-based reasoning algorithms
Author :
Wang, Chen-Shu ; Li, Chun-Yi
Author_Institution :
Grad. Inst. of Inf. & Logistic Manage., Nat. Taipei Univ. of Technol., Taipei, Taiwan
fYear :
2010
fDate :
16-18 Aug. 2010
Firstpage :
676
Lastpage :
681
Abstract :
To get baby care and medical-relative information via search engine from website is becoming a trend However, nowadays, search engine for such information retrieve is almost "single-shot" searching process. Users are only allowed to input target queries at beginning which is inconsistent with human decision process in reality practice. This work proposed an integrated Baby Care (iBC) platform based on commonsense reasoning (CR) and cased base reasoning (CBR) algorithms. iBC enables users to retrieve baby-care information and share baby-care experience and knowledge. Additionally, iBC provide user with babysitter matching mechanism. For both babysitter information and medical treatment recommendation, iBC can actually replicate real world decision making interactive process. Finally, to validate the feasibility and effectiveness of the proposed iBC platform, a demonstrated scenario is presented iBC can deal with 10 usual infant diseases and provide four treatments recommendation from traditional Chinese medical, modern medical and experienced treatment aspects. iBC is an integrative baby care knowledge platform that enables newbie mothers to share baby-care experience and information that improve baby-care quality.
Keywords :
Web sites; case-based reasoning; common-sense reasoning; diseases; health care; medical information systems; paediatrics; patient treatment; query processing; recommender systems; Chinese medical treatment; Web site; baby-care experience; baby-care knowledge; baby-care quality; baby-care recommender; babysitter matching mechanism; case-based reasoning; commonsense reasoning; experienced treatment; human decision process; infant disease; infant treatment; information retrieval; integrated baby care platform; medical treatment recommendation; medical-relative information; modern medical treatment; search engine; single-shot searching process; target query; Biomedical monitoring; Biosensors; Chromium; Databases; Medical diagnostic imaging; Temperature measurement; Temperature sensors; artificial intelligence applications; baby care recommender system; case based reasoning; commonsense reasoning; intelligent agent;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Networked Computing and Advanced Information Management (NCM), 2010 Sixth International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-7671-8
Electronic_ISBN :
978-89-88678-26-8
Type :
conf
Filename :
5573259
Link To Document :
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