| 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.identifier.citation |
Neural Information Processing 19th International Conference, ICONIP 2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part I, pp. 160-167 |
| dc.identifier.isbn |
978-3-642-34475-6 |
| dc.identifier.uri |
http://repozytorium.umk.pl/handle/item/276 |
| 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. |
| dc.language.iso |
eng |
| dc.publisher |
Springer |
| dc.relation.ispartofseries |
Lecture Notes in Computer Science;7663 |
| dc.rights |
info:eu-repo/semantics/openAccess |
| dc.subject |
categories visualization |
| dc.subject |
Wikipedia |
| dc.subject |
self organizing maps |
| dc.subject |
documents categorization |
| dc.title |
Self Organizing Maps for Visualization of Categories |
| dc.type |
info:eu-repo/semantics/article |
