Tag Archives: Sentiment Analysis

Uncertainty measures for Decision Making (unsupervised and semisupervised)

I proposed Rough Set based uncertainty measures (span) (Yadav, 2021) for various decision systems in my post-Ph.D. work, which is an impressive contribution to the field. This research work can improve decision-making processes and enhance the reliability of decision systems. The model developed uncertainty measures for unsupervised multi-category decisions for structured and unstructured data. TheContinue reading “Uncertainty measures for Decision Making (unsupervised and semisupervised)”

Sentiment Analysis, a Quick Review of Essentials

This is first in series of evaluations of sentiment scores and applying these in useful applications. In coming articles you can see some applications of the topics introduced. Todays topic is of introduction of Sentiment Analysis. This is not a basic’s session but a review session. Sentiment Analysis can be defined in several ways. TheContinue reading “Sentiment Analysis, a Quick Review of Essentials”

Pre-processing and Post-processing Filtering Systems for Language Models with help of Sentiment Analysis

                                                                            Nidhika Yadava Abstract– A recent news showed how AI algorithms can adversely effects children, teenagers and adults as well.  This article lays foundation to filtering system to pre-process and post-process the Large Language Models for both input and output to the system. Henceforth creating AI models that can be used in applications withContinue reading “Pre-processing and Post-processing Filtering Systems for Language Models with help of Sentiment Analysis”

AI: Sentiment Analysis and Fuzzy Sets based Summarization Technique —- Research based Approach ( explanation with Python)

Here, in this article I am proposing a novel technique to summarize text documents. Well I am not writing a research paper for it but giving you basic explanations of key steps involved. It is a novel technique as sentiments have not been used with Fuzzy Inference Engine to the best of my knowledge for Text Summarization.Continue reading “AI: Sentiment Analysis and Fuzzy Sets based Summarization Technique —- Research based Approach ( explanation with Python)”