Document organization using Kohonen's algorithm

作者：Bote VPG^*; Anegon FD; Solana VH

来源：Information Processing & Management, 2002, 38(1): 79-89.

• neural networks
• self-organizing maps
• document clustering
• vectorization
• browsing

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.

• 出版日期2002-1