Title :
Genescene: biomedical text and data mining
Author :
Leroy, Gondy ; Chen, Hsinchun ; Martinez, Jesse D. ; Eggers, Shauna ; Falsey, Ryan R. ; Kislin, Kerri L. ; Huang, Zan ; Li, Jiexun ; Xu, Jie ; McDonald, Daniel M. ; Ng, Gavin
Author_Institution :
Dept. of Manage. Inf. Syst., Arizona Univ., Tucson, AZ, USA
Abstract :
To access the content of digital texts efficiently, it is necessary to provide more sophisticated access than keyword based searching. Genescene provides biomedical researchers with research findings and background relations automatically extracted from text and experimental data. These provide a more detailed overview of the information available. The extracted relations were evaluated by qualified researchers and are precise. A qualitative ongoing evaluation of the current online interface indicates that this method to search the literature is more useful and efficient than keyword based searching.
Keywords :
Internet; data mining; digital libraries; genetics; information retrieval; medical information systems; natural languages; text analysis; Genescene toolkit; biomedical literature searching; biomedical text mining; data mining; information extraction; natural language processing technique; online interface; Abstracts; Bioinformatics; Cancer; Data mining; Gene expression; Genomics; Humans; Management information systems; Ontologies; Testing;
Conference_Titel :
Digital Libraries, 2003. Proceedings. 2003 Joint Conference on
Conference_Location :
Houston, TX, USA
Print_ISBN :
0-7695-1939-3
DOI :
10.1109/JCDL.2003.1204906