DocumentCode :
3322584
Title :
An extraction of medical knowledge on text mining for ubiquitous medicine
Author :
Takemura, Tadamasa ; Shimai, Kenichiro ; Matsui, Hiroko ; Manabe, Shirou ; Ashida, Nobyuki ; Yoshihara, Hiroyuki
Author_Institution :
Dept. of Med. Informatics, Kyoto Univ. Hosp., Japan
fYear :
2004
fDate :
28-29 June 2004
Firstpage :
114
Lastpage :
117
Abstract :
Just now, ubiquitous computing that means anyone, anyplace, and anytime we are able to use computer and those technologies exist unconsciously, is beginning. The important point concerning ubiquitous computing is interface between human and information. So, we would like to focus attention on natural language that is kind of human interface in medicine because natural language is an essential tool for healthcare professionals and patients to communicate. If natural language processing is realized, it is easy that various information is recorded anytime and anywhere and anyone with mobile, in addition, we can use data of text, speech and so on, and we are able to acquire medical knowledge from it. We have tried to extract medical knowledge with methods of text mining. To put it concretely, we have developed a new tool and medical dictionary called co-occurrence relation illustration system with medical terminology including basic property to every word. This system is able to show one of the expression and meaning of medical language. Consequently, natural language data as convenience media for input information but inconvenient media for output information to computing are useful actually and we can use computer system for medicine as talking with it ubiquitously.
Keywords :
data mining; health care; medical computing; natural language interfaces; natural languages; ubiquitous computing; co-occurrence relation illustration system; healthcare professional- patient communication; human interface; medical dictionary; medical knowledge extraction; medical language; medical terminology; natural language processing; text mining; ubiquitous computing; ubiquitous medicine; Data mining; Dictionaries; Humans; Medical services; Natural language processing; Natural languages; Pervasive computing; Speech processing; Text mining; Ubiquitous computing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Enterprise Networking and Computing in Healthcare Industry, 2004. HEALTHCOM 2004. Proceedings. 6th International Workshop on
Print_ISBN :
0-7803-8453-9
Type :
conf
DOI :
10.1109/HEALTH.2004.1324488
Filename :
1324488
Link To Document :
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