Title :
A Multiagent System for Retrieving Bioinformatics Publications From Web Sources
Author :
Armano, Giuliano ; Manconi, Andrea ; Vargiu, Eloisa
Author_Institution :
Dept. of Electr. & Electron. Eng., Cagliari Univ.
fDate :
6/1/2007 12:00:00 AM
Abstract :
Due to the enormous amount of information available on the Internet, extracting and classifying it has become one of the most important tasks. This principle is valid also while searching for scientific publications. This paper describes a system able to retrieve scientific publications from the Web throughout a text categorization process. To this end, a generic multiagent architecture has been customized according to the requirements imposed by the specific task. Experiments have been performed on publications extracted from BMC Bioinformatics and PubMed digital archives.
Keywords :
Internet; biology computing; information retrieval; multi-agent systems; Internet; PubMed digital archives; Web sources; bioinformatics; multiagent system; publications retrieval; text categorization; Bioinformatics; Data mining; Filtering; Helium; Information resources; Information retrieval; Internet; Learning systems; Multiagent systems; Text categorization; Bioinformatics; information retrieval; learning systems; multiagent systems; Abstracting and Indexing as Topic; Artificial Intelligence; Computational Biology; Database Management Systems; Information Storage and Retrieval; Internet; Natural Language Processing; Periodicals as Topic; PubMed;
Journal_Title :
NanoBioscience, IEEE Transactions on
DOI :
10.1109/TNB.2007.897452