Title :
Intelligent Information Technology Based Drug Knowledge Platform
Author :
Li, Cunhua ; Zhong, Zhaoman ; Dai, Hongwei
Author_Institution :
Sch. of Comput. Eng., Huaihai Inst. of Technol., Lianyungang, China
Abstract :
In this paper, a drug knowledge platform based on intelligent information technology is constructed. Unlike the traditional virtual drug compound library which focus on the patents of drug only, the aim of the new platform is to design a system including information retrieval, information extraction, construction of drug compound and drug ontology, structure based virtual screening, and text classification. It is clear that such an novel system will improve the effectiveness of new drug discovery and development.
Keywords :
data mining; drugs; information retrieval; information technology; ontologies (artificial intelligence); patents; pattern classification; text analysis; drug knowledge platform; drug ontology; drug patents; information extraction; information retrieval; intelligent information technology; text classification; virtual drug compound library; virtual screening; Compounds; Drugs; Feature extraction; Ontologies; Support vector machines;
Conference_Titel :
Internet Technology and Applications, 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-5142-5
Electronic_ISBN :
978-1-4244-5143-2
DOI :
10.1109/ITAPP.2010.5566476
