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