Estimation of Cross-Lingual News Similarities Using Text-Mining Methods

Estimation of Cross-Lingual News Similarities Using Text-Mining Methods

In this research, two estimation algorithms for extracting cross-lingual news pairs based on machine learning from financial news articles have been proposed. Every second, innumerable text data, including all kinds news, reports, messages, reviews, comments, and tweets are generated on the Internet...

Full description

Bibliographic Details
Main Authors: Zhouhao Wang, Enda Liu, Hiroki Sakaji, Tomoki Ito, Kiyoshi Izumi, Kota Tsubouchi, Tatsuo Yamashita
Format: Article
Language:English
Published: MDPI AG 2018-01-01
Series:Journal of Risk and Financial Management
Subjects:
text similarity
text mining
machine learning
SVM
neural network
LSTM
Online Access:http://www.mdpi.com/1911-8074/11/1/8

Internet

http://www.mdpi.com/1911-8074/11/1/8

Similar Items