Title :
Extracting Alternative Splicing Information from Captions and Abstracts Using Natural Language Processing
Author :
Cheng, Chia Yang ; Hsu, F.R. ; Tang, Chuan Yi
Author_Institution :
Dept. of Comput. Sci., Nat. Tsing Hau Univ., Taipei
Abstract :
Alternative splicing mechanisms provide protein diversity for cellular growth and development. In this research, we generate a database to descript alternative splicing in different circumstance from captions and abstracts in open access journals by using natural language processing techniques. We use medical subject headings(MeSH) to tag words, and extract the AS mechanism information by UMLS semantic network. In this database, AS information in genes on tissue-specificity, disease-related, developmental stage, functional implications, splicing type and species are contained.
Keywords :
database management systems; natural language processing; UMLS; alternative splicing; database; medical subject headings; natural language processing; open access journals; protein diversity; semantic network; Abstracts; Data mining; Databases; Humans; Libraries; Natural language processing; Pervasive computing; Proteins; Splicing; Unified modeling language;
Conference_Titel :
Sensor Networks, Ubiquitous and Trustworthy Computing, 2008. SUTC '08. IEEE International Conference on
Conference_Location :
Taichung
Print_ISBN :
978-0-7695-3158-8
Electronic_ISBN :
978-0-7695-3158-8
DOI :
10.1109/SUTC.2008.77