How does Sentivisor work?
Sentivisor uses advanced AI and Sentiment Analysis
Sentivisor leverages cutting-edge Artificial Intelligence (AI), Natural Language Processing (NLP), and Sentiment Analysis to analyze text data from various sources like social media, news articles, and blogs. By classifying words into emotions such as joy, fear, and sadness, Sentivisor provides a unique diagram that visualizes the emotional impact of your daily text consumption. This innovative approach helps users identify patterns that could indicate potential mental health issues, promoting early intervention and support. Moreover, understanding the emotional influence of words can empower individuals to make informed decisions about their media consumption, leading to improved cognitive function and reduced stress levels.
About Sentiment Analysis
Sentiment analysis: the process of analyzing digital text to determine if the emotional tone of the message is positive, negative, or neutral. Today, companies have large volumes of text data like emails, customer support chat transcripts, social media comments, and reviews. Sentiment analysis tools can scan this text to automatically determine the author’s attitude towards a topic. Companies use the insights from sentiment analysis to improve customer service and increase brand reputation. – https://aws.amazon.com/what-is/sentiment-analysis/
Sentiment analysis is the application of natural language processing (NLP) technologies that train computer software to understand text in ways similar to humans.
What is Sentivisor?
Sentivisor is a rule-based sentiment analysis tool that is specifically designed for analyzing social texts. Sentivisor provides a much more detailed analysis of the text to determine what emotions it evokes in the reader.
As traditional sentiment analysis is based on a value judgment, the emotions conveyed by the content cannot be scaled. From a psychological and mental health perspective, it is important to distinguish at least between basic emotions, as they trigger different physiological effects, different hormonal states, and different behaviors.
The scores we analyze indicate not only the polarity of emotion (positive-negative) but also the quality of the emotion.
Sentivisor is a pre-trained sentiment analysis model that provides a sentiment score for a given text.
How does Sentivisor work?
Sentivisor uses advanced AI and sentiment analysis to transform your daily text interactions into powerful insights for mental health monitoring.
Sentivisor uses a dictionary of words and rules to determine the sentiment of a piece of text. It uses an emotion score for each word to determine its psychological effect. The emotion score ranges between 0 to 1 and it reflects the strength of the emotion.
The labeled words contain the sentiment scores associated with the terms.
The process of creating the dictionary is called labeling.
Sentivisor uses advanced AI and sentiment analysis in the labeling process.
Sentivisor utilizes the text data from various sources such as blog posts, news articles, and social media, to evaluate daily data consumption.
The tool analyzes every word and classifies them into six categories of emotions, namely joy, fear, surprise, sadness, disgust, and anger.
Based on these classifications, Sentivisor creates a diagram that represents the emotional impacts of the text data. This diagram can be used as a monitoring tool to keep track of one’s wellbeing and raise awareness of potential mental health disorders.
The labeling process
The labeling process is executed by a pre-trained AI-model. The model determines the sentiment score of every word in a given text. It uses an emotion score for each word to determine its psychological effect.
The emotion score ranges between 0 to 1 and it reflects the strength of the emotion. Sentivisor evaluates the text data by analyzing every word and classifying them into the 6 categories of joy, fear, surprise, sadness, disgust, and anger. Then it creates a diagram from the emotional impacts which is a handy monitoring tool to keep track of one’s wellbeing and raise awareness of potential mental health disorders.
Sentivisor helps you keep track of every impacts that are detrimental to your mental health and gives you detailed insights.