DocumentCode :
2189963
Title :
Ontology-Based Drug Product Information Extraction System
Author :
Li, Wen-Jie ; Shen, Nan
Author_Institution :
Tianjin Key Lab. of Intell. Comput. & Novel Software Technol., Tianjin Univ. of Technol., Tianjin, China
fYear :
2009
fDate :
17-19 Oct. 2009
Firstpage :
1
Lastpage :
4
Abstract :
Along with Internet and Infobahn is springing up, it has become an important problem that how to catch the interesting information exactly and rapidly in drug ocean. Information Extraction (IE) is a new information management technology: basing on pre-definition template, it extracts special information from semi-structured data and unstructured data. A new approach to extracting drug product information from normal document based on application ontology is presented in this paper. In the paper, we analyze the system architecture, the taxonomy of information extraction, the key technology and weighing measure of information extraction, and introduce the main frame of the system and describe how to design and implement main modules. The results of IE experiment indicate ontology-based drug information extraction system can improve the F-measure which is reflection of recall and precision.
Keywords :
Internet; drugs; medical information systems; ontologies (artificial intelligence); F-measure; Infobahn; Internet; drug product information extraction system; ontology; system architecture; taxonomy; Data mining; Drugs; Information analysis; Information management; Internet; Marine technology; Oceans; Ontologies; Pharmaceutical technology; Taxonomy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering and Informatics, 2009. BMEI '09. 2nd International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4132-7
Electronic_ISBN :
978-1-4244-4134-1
Type :
conf
DOI :
10.1109/BMEI.2009.5305354
Filename :
5305354
Link To Document :
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