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.
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The impact of management incentive policies on worker‟s productivity. The place of good management incentive po...
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Combustion instabilities in rocket engines are caused by coupling between the combustion processes and pressure oscillations in...
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Women empowerment is all encompassing, so this work will want to narrow it to the subject of women development and the impact of...
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The study concerns how the keke napep programme of Federal Government Pove...
EXCERPT FROM THE STUDY
taxation policy plays a role in the industrial sector's difficulties because, in addition to...
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This work focused on the production and testing of biodegradable grease from Balanites aegyptiaca seed kernel oil. This was carr...
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The study centers on the problems militating against effective teaching and learning of Accounting education in...
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Customer Information systems have become an integral part of every corporate organization, especially the banki...
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The study investigated the Application of Internet for service delivery in some selected special libraries in Kaduna state. The...
Abstract
This study examines an analysis on computer related result management information system....