Title :
A syntactic rule-based method for automatic pathway information extraction from biomédical literature
Author :
Yanhua Wang ; Zhihao Yang ; Hongfei Lin ; Yanpeng Li
Author_Institution :
Coll. of Comput. Sci. & Technol., Dalian Univ. of Technol., Dalian, China
Abstract :
Automatically extracting protein pathway information from the vast amount of published literature helps us understand diseases and discover new drug targets. In this paper, we propose a syntactic rule-based method for extracting pathway relation information from Medline abstracts. This method takes into account comprehensive dependency types and negative connectives when extracting relations from syntactic analysis results. The benchmarking results demonstrate the effectiveness of our method.
Keywords :
biology computing; information retrieval; knowledge based systems; proteins; Medline abstracts; automatic pathway information extraction; biomédical literature; comprehensive dependency types; diseases; drug target discovery; negative connectives; protein pathway information extraction; syntactic rule-based method; Data mining; Information retrieval; Protein engineering; Proteins; Syntactics; Visualization; information extraction; pathway information extraction; syntactic analysis; text minging;
Conference_Titel :
Bioinformatics and Biomedicine Workshops (BIBMW), 2012 IEEE International Conference on
Conference_Location :
Philadelphia, PA
Print_ISBN :
978-1-4673-2746-6
Electronic_ISBN :
978-1-4673-2744-2
DOI :
10.1109/BIBMW.2012.6470211