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
Benedit, P Julian.
Publisher
Intellectual Property India
Date
2021
Language
English
Type
Patent
Collection
Citation
Benedit, P Julian., “Social environment based on sentiments using globalized user review analysis /,” CHRIST (Deemed To Be University) Institutional Repository, accessed November 10, 2024, https://archives.christuniversity.in/items/show/2399.