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.
ABSTRACT
This study was conducted to access College of Education Home Economics students sewing skill in the production of children&lsquo...
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The study examined the influence of child abuse on the social adjustment of children in primar...
EXCERPT FROM THE STUDY
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ABSTRACT
In this study, our focus was on the impact of motivation on employee performance in an organization using...
Background To The Study
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ABSTRACT
The purpose of the research is to determine the impact of Technology Based Self-Service Banking (TBSSB) on customers’ sati...
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The focus of this study is on effect of entrepreneurship development on employment Generation in lafia metropol...
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This study was undertaken to ascertain if there is any significant difference in the level of achievement of ge...
Abstract
This work is to examine the nursing intervention for the promotion of infection control in two teaching hospita...