Self Organizing Maps for Visualization of Categories
| dc.contributor.author | Duch, Włodzisław | |
| dc.contributor.author | Szymański, Julian | |
| dc.date.accessioned | 2012-12-19T16:30:40Z | |
| dc.date.available | 2012-12-19T16:30:40Z | |
| dc.date.issued | 2012 | |
| dc.description.abstract | Visualization of Wikipedia categories using Self Organizing Maps shows an overview of categories and their relations, helping to narrow down search domains. Selecting particular neurons this approach enables retrieval of conceptually similar categories. Evaluation of neural activations indicates that they form coherent patterns that may be useful for building user interfaces for navigation over category structures. | pl |
| dc.identifier.citation | Neural Information Processing 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I, pp. 160-167 | pl |
| dc.identifier.isbn | 978-3-642-34475-6 | |
| dc.identifier.uri | http://repozytorium.umk.pl/handle/item/276 | |
| dc.language.iso | eng | pl |
| dc.publisher | Springer | pl |
| dc.relation.ispartofseries | Lecture Notes in Computer Science;7663 | |
| dc.rights | info:eu-repo/semantics/openAccess | en |
| dc.subject | categories visualization | pl |
| dc.subject | Wikipedia | pl |
| dc.subject | self organizing maps | pl |
| dc.subject | documents categorization | pl |
| dc.title | Self Organizing Maps for Visualization of Categories | pl |
| dc.type | info:eu-repo/semantics/article | pl |