Liburutegia - Fitxa ikusi   Atal honi buruz gehiago jakiteko

Towards basque oral poetry analysis : a machine learning approach

Artikulua: Ingelesa. Online Liburutegian
Egilea(k)
Agirrezabal, Manex ; Astigarraga Pagoaga, Aitzol ; Osinalde, Mikel ; Rodriguez Rodriguez, Igor
Izenburua
Towards basque oral poetry analysis : a machine learning approach / Mikel Osinalde, Aitzol Astigarraga, Igor Rodriguez and Manex Agirrezabal
Non
Proceedings of the Student Research Workshop, 2013, 119–125
Gaiak
Bertsolaritza
Edukia
Testu osoa
Beste egileak
EHU. Ixa Taldea
Informazio formatua
Artikulua
ISBN / ISSN
1314-9156
This work aims to study the narrative structure of Basque greeting verses from a text classification approach. We propose a set of thematic categories for the correct classification of verses, and then, use those categories to analyse the verses based on Machine Learning techniques. Classification methods such as Naive Bayes, k-NN, Support Vector Machines and Decision Tree Learner have been selected. Dimensionality reduction techniques have been applied in order to reduce the term space. The results shown by the experiments give an indication of the suitability of the proposed approach for the task at hands.

Datu-base honetan eskainitako informazioari buruz jakiteko, kontsultatu lege oharra