Please use this identifier to cite or link to this item:
http://hdl.handle.net/10455/3027| Title: | Classifying Biomedical Articles using Web Resources : application to KDD Cup 02 |
| Author: | Couto, Francisco M. Martins, Bruno Silva, Mário J. Coutinho, Pedro M. |
| Issue Date: | Jul-2003 |
| Publisher: | Department of Informatics, University of Lisbon |
| Series/Report no.: | di-fcul-tr-03-24 |
| Abstract: | This paper presents a novel approach for text classification on biomedical literature, involving the use of information extracted from related web resources. Our method creates a representation of an article based on information extracted from public online databases, that is afterwards used by traditional statistical text classification algorithms. We validated this approach by implementing the proposed method, and testing it on the KDD2002 Cup challenge: bio-text task. Results show that our approach of searching for additional data on online databases can effectively improve efficiency on text classification systems for biomedical literature |
| URI: | http://hdl.handle.net/10451/14130 http://repositorio.ul.pt/handle/10455/3027 |
| Appears in Collections: | FC-DI - Technical Reports |
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