Computational Intelligence
The IndRNN Capsule Approach for Persian Multi-Domain Sentiment Analysis

ramin mousa; Mohammad Ali Dadgostarnia; Amir Olfati Malamiri; Elham Behnam; Shahram Miri Kelaniki

Articles in Press, Accepted Manuscript, Available Online from 24 October 2023

https://doi.org/10.22105/jarie.2023.345352.1477

Abstract
  Sentiment Analysis (SA) is the computational analysis of ideas, feelings and opinions using natural language processing techniques, computational methods and text analysis to extract polarity (positive, negative or neutral) from unstructured documents or textual comments. Multi-domain SA is based on ...  Read More

Decision analysis and methods
A decision-making system for detecting fake persian news by improving deep learning algorithms– case study of Covid-19 news

Vahid Mottaghi; Mahdi Esmaeili; Ghasem Ali Bazaee; Mohammadali Afshar Kazemi

Volume 8, Special Issue , November 2021, , Pages 1-17

https://doi.org/10.22105/jarie.2021.281257.1299

Abstract
  With the increase of news on social networks, a way to identify fake news has become an essential matter. Classification is a fundamental task in natural language processing (NLP). Convolutional neural network (CNN), as a popular deep learning model, has shown remarkable success in the task of fake news ...  Read More