Project Objective The goal of this project is as follows: Binary and multi-class sentiment analysisand Movie Recommendation system. This readme first goes through the sentiment analysis part, followed by discussion on recommendation system in the second part. Overall outline of the project is given...
This repository contains the code for a real-time sentiment analysis system. The project is divided into two main components:SENTIMENT-ANALYSIS: This component uses Apache Spark to perform sentiment analysis on incoming data streams. streaming: This part is responsible for handling real-time data ...
review text for online courses; sentiment analysis; attention mechanism; gating mechanism1. Introduction In recent years, network technologies, such as the Internet, the Internet of things, and big data, have developed rapidly, and network platforms for e-commerce, social communication, and education...
It offers a significant number of social media monitoring andcompetitive analysisfeatures that, combined, provide useful insights into the brand reputation, existing trends, and the overall competitive landscape. Of course, Meltwater is also a sentiment analysis tool! It allows you to discover emotions...
This study addresses this gap by investigating the use of stability in The New York Times’ coverage of China between 1980 and 2020, drawing on critical discourse analysis (particularly, the discourse-historical approach) and sentiment analysis. A diachronic quantitative analysis demonstrates an overall...
Fig 2: Cluster analysis of machine learned policies emerging from unstructured Sustainability Reports PDF files Fig 3: Comparing organizations side-by-side, based on how much they disclose in each of those categories. In a separate blog post, we show you how you can fine-tune a large...
Sentiment analysis in general investigates opinions expressed in texts and their polarity as positive, negative, or neutral (Muhammad, Wiratunga, & Lothian, 2016). The Emotion Lexicon can further categorize sentiments into different human emotions like fear, trust, etc. Sometimes, the tone of news...
What is Sentiment Analysis? It’s the process of using a computer to identify and categorise opinions in a piece of text in order to determine the writers attitude towards a particular product, service, topic, and so on. These can be expressed as positive, negative or neutral. ...
Taffler, R. J., V. Agarwal, and C. Wang. 2017. “Asset Pricing Bubbles and Investor Emotions: An Empirical Analysis of the 2014–2016 Chinese Stock Market Bubble.” InBehavioural Finance Working Group Meeting. London: Queen Mary University.Search in Google Scholar ...
Using the Aylien News API to conduct sentiment, date-time, and location analysis to visualize insights from Mar 2021 - June 2023 about Generative AI technologies DS2500 Project conducted by: Reema Sharma, Ekaum Soni, Saariya Faraz, and Eshaan Mehta ...