A Consideration of Utilization Possibility of Word2Vec for Event Notice Classifier by Deep Learning

Abstract

A purpose of this paper is considering usage of Word2Vec and Doc2Vec, which are text vectorization tools by machine learning, to classify event notice. Firstly, we calculate feature vector of several characteristic words relate to event notice by Word2Vec, and enumerate five highest similarity words. Secondly, in a similar way, we calculate feature vector of event notice's text by Doc2Vec, and consider five highest similarity event notices.