Deep learning techniques and sentiment analysis

Sentiment analysis is a process to classify emotions from a piece of text. It is extremely useful for reviews/ comments monitoring as it allows us to obtain the ability to recognize people's opinion by segregating feedback into positive and negative. This could help organizations to produce bet...

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Main Author: Kwan, Yu Ting
Other Authors: Jagath C Rajapakse
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148611
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1486112021-05-07T12:44:12Z Deep learning techniques and sentiment analysis Kwan, Yu Ting Jagath C Rajapakse School of Computer Science and Engineering ASJagath@ntu.edu.sg Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence Sentiment analysis is a process to classify emotions from a piece of text. It is extremely useful for reviews/ comments monitoring as it allows us to obtain the ability to recognize people's opinion by segregating feedback into positive and negative. This could help organizations to produce better solutions. I will present how to do sentiment analysis with deep learning techniques on hotel reviews on webs such as TripAdvisor. Bachelor of Engineering (Computer Science) 2021-05-07T12:44:12Z 2021-05-07T12:44:12Z 2021 Final Year Project (FYP) Kwan, Y. T. (2021). Deep learning techniques and sentiment analysis. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/148611 https://hdl.handle.net/10356/148611 en application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
spellingShingle Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Kwan, Yu Ting
Deep learning techniques and sentiment analysis
description Sentiment analysis is a process to classify emotions from a piece of text. It is extremely useful for reviews/ comments monitoring as it allows us to obtain the ability to recognize people's opinion by segregating feedback into positive and negative. This could help organizations to produce better solutions. I will present how to do sentiment analysis with deep learning techniques on hotel reviews on webs such as TripAdvisor.
author2 Jagath C Rajapakse
author_facet Jagath C Rajapakse
Kwan, Yu Ting
format Final Year Project
author Kwan, Yu Ting
author_sort Kwan, Yu Ting
title Deep learning techniques and sentiment analysis
title_short Deep learning techniques and sentiment analysis
title_full Deep learning techniques and sentiment analysis
title_fullStr Deep learning techniques and sentiment analysis
title_full_unstemmed Deep learning techniques and sentiment analysis
title_sort deep learning techniques and sentiment analysis
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/148611
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