Document (#27565)

Author
Guerrero-Bote, V.P.
Moya Anegón, F. de
Herrero Solana, V.
Title
Document organization using Kohonen's algorithm
Source
Information processing and management. 38(2002) no.1, S.79-89
Year
2002
Abstract
The classification of documents from a bibliographic database is a task that is linked to processes of information retrieval based on partial matching. A method is described of vectorizing reference documents from LISA which permits their topological organization using Kohonen's algorithm. As an example a map is generated of 202 documents from LISA, and an analysis is made of the possibilities of this type of neural network with respect to the development of information retrieval systems based on graphical browsing.
Theme
Automatisches Klassifizieren
Retrievalalgorithmen
Object
Kohonen-Algorithmus

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