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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3. Guerrero Bote, V.P.; López-Pujalte, C.; Faba, C.; Reyes, M.J.; Zapica, F.; Moya-Anegón, F. de: Artificial neural networks applied to information retrieval (2003) 0.18

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4. Lin, X.: Searching and browsing on map displays (1995) 0.17

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5. Sanderson, M.; Lawrie, D.: Building, testing, and applying concept hierarchies (2000) 0.16

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