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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| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2021
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| Online Access: | https://hdl.handle.net/10356/148611 |
| _version_ | 1824455777454129152 |
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| author | Kwan, Yu Ting |
| author2 | Jagath C Rajapakse |
| author_facet | Jagath C Rajapakse Kwan, Yu Ting |
| author_sort | Kwan, Yu Ting |
| collection | NTU |
| 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. |
| first_indexed | 2025-02-19T03:43:36Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/148611 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2025-02-19T03:43:36Z |
| publishDate | 2021 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-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 |
| spellingShingle | Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence Kwan, Yu Ting Deep learning techniques and sentiment analysis |
| title | 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_short | Deep learning techniques and sentiment analysis |
| title_sort | deep learning techniques and sentiment analysis |
| topic | Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence |
| url | https://hdl.handle.net/10356/148611 |
| work_keys_str_mv | AT kwanyuting deeplearningtechniquesandsentimentanalysis |