Sentiment classification for employees reviews using regression vector- stochastic gradient descent classifier (RV-SGDC).

ABSTRACT: The satisfaction of employees is very important for any organization to make sufficient progress in production and to achieve its goals. Organizations try to keep their employees satisfied by making their policies according to employees' demands which help to create a good environment for the collective. For this reason, it is beneficial for organizations to perform staff satisfaction surveys to be analyzed, allowing them to gauge the levels of satisfaction among employees. Sentiment analysis is an approach that can assist in this regard as it categorizes sentiments of reviews into positive and negative results. In this study, we perform experiments for the world's big six companies and classify their employees' reviews based on their sentiments. For this, we proposed an approach using lex

SUBMITTER: Gaye B 

PROVIDER: S-EPMC8507482 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature