| Título: | Neural Networks for the Web Services Classification |
| Autores: | Silva, Jesus ; Senior Naveda, Alexa ; Solórzano Movilla, José ; Niebles Nú?z, William ; Hernández Palma, Hugo |
| Tipo de documento: | texto impreso |
| Editorial: | Institute of Physics Publishing, 2020-07-02T16:42:22Z |
| Dimensiones: | application/pdf |
| Nota general: |
Journal of Physics: Conference Series 1432 1 info:eu-repo/semantics/openAccess Attribution-NonCommercial-ShareAlike 4.0 International http://creativecommons.org/licenses/by-nc-sa/4.0/ |
| Palabras clave: | Facultad de Negocios , Pregrado , Artículos científicos , Administración y Finanzas |
| Resumen: | This article introduces a n-gram-based approach to automatic classification of Web services using a multilayer perceptron-type artificial neural network. Web services contain information that is useful for achieving a classification based on its functionality. The approach relies on word n-grams extracted from the web service description to determine its membership in a category. The experimentation carried out shows promising results, achieving a classification with a measure F=0.995 using unigrams (2-grams) of words (characteristics composed of a lexical unit) and a TF-IDF weight. |
| En línea: | 17426588 |
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