LEIA: Analyzing the Emotional Impact of Language through NLP

by Mental Health Admin | Dec 22, 2024 | Mental Health, Natural Language Processing, Neuro-Linguistic Programming, Sentiment Analysis

Introduction to LEIA LEIA (Language and Emotion Impact Analysis) represents a cutting-edge system designed to analyze the emotional implications of linguistic expressions. The primary objective of LEIA is to investigate how specific words and sentences influence human...

Investigating Complex Emotions: Progress and Insights for the Sentivisor Application

by Mental Health Admin | Dec 17, 2024 | Mental Health, Sentiment Analysis

The exploration of complex emotional states is a critical step in the development of the Sentivisor application. In this ongoing research, I am focusing on how six fundamental emotions—joy, fear, surprise, sadness, disgust, and anger—can combine to create a spectrum...

Using Jaccard Index for Efficient Sentiment Analysis on Dynamic Web Content

by Mental Health Admin | Dec 12, 2024 | Sentiment Analysis

Using Jaccard Index for Efficient Sentiment Analysis on Dynamic Web Content While working on a sentiment analysis tool, I encountered a challenging problem: how to monitor text changes on dynamic web pages effectively. Many modern websites constantly update their...

Comparing Sentivisor, VADER, and AI-based Sentiment Analysis Tools

by Mental Health Admin | Dec 3, 2024 | Sentiment Analysis

Sentivisor represents an advanced sentiment analysis instrument distinguished by its speed, accuracy, and adaptability. In contrast to conventional sentiment analysis solutions, Sentivisor provides detailed insights based on six fundamental emotions, thereby offering...