Sentiment Analysis: A Way To Improve Your Business

1. SENTIMENT ANALYSIS: A WAY TO IMPROVE YOUR BUSINESS WHAT IS SENTIMENT ANALYSIS? Sentiment analysis is the process of using natural language processing, text analysis, and statistics to analyze customer analysis or sentiments. The most reputable businesses appreciate the sentiment of their customers— what people are saying, how they’re saying it, and what they mean. WHY ARE SENTIMENTAL ANALYSIS OF GIANT E-COMMERCE WEBSITES IMPORTANT? In today's world, marketing and branding have become the strength of colossal businesses and to build a connection between the customers' such businesses leverage social media. The major aim of establishing this connection is to simply encourage two-way communication, where everyone benefits from online engagement. GENERALIZE APPROACH FOR SENTIMENT ANALYSIS? Sentiment analysis uses various Natural Language Processing (NLP) methods and algorithms. There are two processes which clarify to you how machine learning classifiers can be implemented. Take a look. The training process: In this process (a), the model learns to associate a particular text form to the corresponding output which can be recognized as a tag in the image. THE PREDICTION PROCESS This kind of representation makes it possible for words with similar meaning to have a similar representation, which can improve the performance of classifiers. In the later section, you'll get to learn the sentiment analysis with the bag-of-words model, data collection and so on. #D-258, FIFTH FLOOR, PHASE-8 AINDUSTRIAL AREA, MOHALI123-456-789 Visit us at https://blog.paradisetechsoft.com/sentiment-analysis-a- way-to-improve-your-business/