ABSTRACT
This study examined the application of NLP Techniques to analyse sentiment and emotion on social media data. Sentiment analysis has proven to be one of the most challenging tasks in natural language processing (NLP). Many AI systems have been developed which can detect the polarity of a sentence (degree of positivity, neutrality or negativity). But more information such as the emotion of the author can be detected. Our task here is to build an artificial agent – or an AI system – that is capable of detecting polarity in a document as well as the emotion of the author. Generally speaking, sentiment analysis detects the polarity of the opinion based on the object/subject in discussion. But emotion detection can identify the particular “mood” of the author. Social platforms – such as Facebook, Twitter, IMDB, or comment sections from online newspapers – to name a few – can provide a huge corpus of – usually unlabeled or extremely sparsely labelled – content. Using modern machine learning tools and the available computational power, an agent can analyze the content – given usually as a list of messages – and detect the general emotion “within the message”. It must be capable of identifying subjects with unstable or “chaotic” mood that might require attention. Our aim is to attempt detecting the underlying emotion as well as the polarity of a document. In this process we will make use of open source libraries and publicly available data sets. The program will be able to run locally, both in geographic and in cultural sense, and to analyze the results that were obtained.
Introduction
Organizations are established with the aim of effectively utilizing various available human and non-h...
ABSTRACT: The impact of early childhood education on cultural awareness was explored to understand how early educational experiences promote u...
This research investigates the role of key performance indicators (KPIs) in measuring business performance. Objectives are: (1) to identify the mos...
ABSTRACT
The study investigated the relationships among academic self-efficacy, cognitive engagement and academic achievement of senior s...
ABSTRACT
This study used a survey design to examine the television viewing habit among fa...
BACKGROUND OF THE STUDY
Nigeria Television Authority Enugu was established in the year 1960 by the Premier...
PERFORMANCE MEASUREMENT AND REPORTING IN GOVERNMENTAL ACCOUNTING
Abstract
This research explores the mechanisms of performance...
ABSTRACT
This is a research work which examine the causes of small-scale business failures in Nigeria&n...
ABSTRACT Modified class of single-step numerical schemes were proposed to improve the order of accuracy by imposing intra-step points in the formul...
ABSTRACT
The broad objective of this contribution is to investigate which firm-specific characteristics...