Related Experiment Videos
Creating knowledgebases to text-mine PUBMED articles using clustering techniques
Chiquito J Crasto1, Thomas M Morse, Michele Migliore
1Center for Medical Informatics, Yale University, New Haven, Connecticut, USA.
AMIA ... Annual Symposium Proceedings. AMIA Symposium
|January 20, 2004
Abstract:
Knowledgebase-mediated text-mining approaches work best when processing the natural language of domain-specific text. To enhance the utility of our successfully tested program-NeuroText, and to extend its methodologies to other domains, we have designed clustering algorithms, which is the principal step in automatically creating a knowledgebase. Our algorithms are designed to improve the quality of clustering by parsing the test corpus to include semantic and syntactic parsing