Social environment based on sentiments using globalized user review analysis /
Title
Social environment based on sentiments using globalized user review analysis /
Subject
Computer Science
Description
Patent Number: 202141007727, Applicant: Dr.G Muneeswari.
A simple yet efficient model, called Globalized User Sentiment Analysis (GURA) by using the property that sentiment classification has two opposite class labels (i.e., positive and negative), we first propose a data expansion technique by creating sentiment toggled reviews. The original and switched reviews are constructed in a one-to-one correspondence. Thereafter, we enhance the dual training (DT) algorithm and a dual forecasting (DF) algorithm separately, to make use of the original and switched samples in pairs for training a statistical classifier and make predictions.
A simple yet efficient model, called Globalized User Sentiment Analysis (GURA) by using the property that sentiment classification has two opposite class labels (i.e., positive and negative), we first propose a data expansion technique by creating sentiment toggled reviews. The original and switched reviews are constructed in a one-to-one correspondence. Thereafter, we enhance the dual training (DT) algorithm and a dual forecasting (DF) algorithm separately, to make use of the original and switched samples in pairs for training a statistical classifier and make predictions.
Creator
Muneeswari, G.
Publisher
Intellectual Property India
Date
2021
Language
English
Type
Patent
Collection
Citation
Muneeswari, G., “Social environment based on sentiments using globalized user review analysis /,” CHRIST (Deemed To Be University) Institutional Repository, accessed November 27, 2024, https://archives.christuniversity.in/items/show/2398.