What is Sentiment Analysis?

By -

 

WHAT IS SENTIMENT ANALYSIS ?

Sentiment Analysis is the most common text classification tool that analyses an incoming message and tells whether the underlying sentiment is positive, negative our neutral. It’s often used by businesses to detect sentiment in social data, gauge brand reputation, and understand customers.

Since customers express their thoughts and feelings more openly than ever before, sentiment analysis is becoming an essential tool to monitor and understand that sentiment. Automatically analysing customer feedback, such as opinions in survey responses and social media conversations, allows brands to learn what makes customers happy or frustrated, so that they can tailor products and services to meet their customers’ needs.

For example, using sentiment analysis to automatically analyse 4,000+ reviews about your product could help you discover if customers are happy about your pricing plans and customer service.

 


                                   Fig.1 What is sentiment Analysis. [monkeylearn.com]

Comments

Post a Comment

Popular posts from this blog

Sentiment Analysis Challenges

By Anonymous -
Image
  Sentiment analysis   is an very active research area in natural language processing(NLP). It’s objective at identifying, extracting and organizing sentiments from user generated texts in product reviews, social networks also on blogs. Sentiment analysis is the process of studying people's emotions and opinions. Sentiment analysis is one of the difficult tasks in natural language processing since even humans struggle to analyze sentiments very accurately or precisely. Below here, I want to show some issue that you face working on the sentiment analysis challenges ;   Sarcasm Detection. Negation Detection. Word Ambiguity. Multipolarity. Sarcasm Detection:   S arcasm turn out mostly in user generated content such as what’s app chatting, Instagram comments, tweets, Facebook comments etc. In sarcastic text, Using positive words, People express or reveal  their negative sentiments. This truth accept sarcasm, To cheat sentiment analysis models till they are not esp...
Read more

Why sentiment analysis is important?

By Anonymous -
   Customer sentiment analysis is the automated process of discovering emotions in online communications to find out how customers feel about your product, brand, or service. Sentiment analysis gives you a clear overview of customer satisfaction, agent by agent. This means you can keep an eye on the quality of service each team member is offering customers, as well as their more subtle ability to create happy customers. Here are some benefits of sentiment analysis telling us why it is important, • Happy customers are more likely to be receptive to upselling. With sentiment analysis,you can easily identify your happiest customers.  • If you have a chatbot on your site, it can benefit from sentiment analysis too. That’s because it can train your chatbot to recognise, and respond to, customer mood. • Using sentiment analysis, you can identify what messages and conversations act as emotive triggers that change customer mood. Perhaps the phrase “Please wait”, for example...
Read more

Sentiment Analysis Applications

By -
Image
  Sentiment analysis  is the automated process of analyzing text to  determine the sentiment expressed (positive, negative or neutral). Some popular sentiment analysis applications include social media monitoring, brand monitoring, voice of customer, customer service and market research. 1)Social media monitoring Social media posts often present some of the most truthful points of view about products, services, and businesses because users offer their opinions unsolicited. They are simply compelled to tell the world how they feel.  But, with the help of  machine learning software , you can wade through all that data in minutes, to analyze individual emotions and overall public sentiment on every social platform. 2)Brand Monitoring Brand monitoring is one of the most popular applications of sentiment analysis in business. With the help of sentiment analysis tool you will be notified about negative brands immediately. And also you can track your...
Read more