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  1. 41

    Sentiment analysis on yelp reviews by Wong, Hong Yong

    Published 2021
    “…Sentiment analysis, also known as opinion mining, is used to systematically identify, quantify, and study affective states expressed by someone towards a topic or phenomenon. …”
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    Final Year Project (FYP)
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    Deep learning techniques and sentiment analysis by Kwan, Yu Ting

    Published 2021
    “…Sentiment analysis is a process to classify emotions from a piece of text. …”
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    Final Year Project (FYP)
  5. 45
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    Financial sentiment analysis: techniques and applications by Du, Kelvin, Xing, Frank, Mao, Rui, Cambria, Erik

    Published 2024
    “…Financial Sentiment Analysis (FSA) is an important domain application of sentiment analysis that has gained increasing attention in the past decade. …”
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    Journal Article
  7. 47

    Automatic sentiment classification of product reviews. by Zhou, Yun Yun.

    Published 2008
    “…This dissertation reports a study in automatic sentiment classification, i.e. automatically classifying documents as expressing positive or negative sentiments.…”
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    Thesis
  8. 48

    Singlish concept-level sentiment analysis by Yeo, Felicia Shu Mei

    Published 2016
    “…However, the work on sentiment analysis for colloquial varieties like Singlish has been limited.…”
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    Final Year Project (FYP)
  9. 49
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    Concept-level sentiment analysis in the manufacturing industry by Teng, He Xu

    Published 2020
    “…As one of the subfields of AI, sentiment analysis has been raising its attention in the industrial field. …”
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    Final Year Project (FYP)
  11. 51

    Sentiment analysis for COVID-19 vaccination news by Lim, Pei Yan

    Published 2022
    “…This project aims to understand public sentiments regarding various vaccines in Singapore and predict message sentiment. …”
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    Final Year Project (FYP)
  12. 52

    Aspect-based sentiment analysis using BERT by Kheriwala, Hussain Khozema

    Published 2022
    “…Sentiment Analysis is a widely adopted approach to extract sentiments from an opinion text. …”
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    Final Year Project (FYP)
  13. 53

    Is sarcasm detection capability beneficial for sentiment analysis? by Koh, Brian Jin Kiong

    Published 2024
    “…Sentiment Analysis aims to find out the emotional tone behind text. …”
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    Final Year Project (FYP)
  14. 54

    Enhancing sentiment analysis on social media data by Ruan, Pingcheng

    Published 2016
    “…This report summarizes the entire work for my final year project SCE15-0580, Enhancing Sentiment Analysis on Social Media Data. The project extends the work on the patented bilingual sentiment analytical engines ChiEFS and AS-SEA during industrial attachment in the Institute of High Performance Computing (IHPC), A*STAR. …”
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    Final Year Project (FYP)
  15. 55

    Enhancing sentiment analysis for social media data by Xu, Qianqian

    Published 2017
    “…Social media platforms are now widely used by people to express their feeling and opinions on various current issues and popular topics. The study of sentiment analysis of social media data benefits in evaluating opinions and gaining insights for researchers and business decision makers. …”
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    Final Year Project (FYP)
  16. 56

    Predicting stock market using social sentiment by Heah, Chao Xiang

    Published 2018
    “…In this paper, we used Sentiment Analysis to determine if we can predict the stock market direction. …”
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    Final Year Project (FYP)
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    Topic extraction and sentiment analysis of subreddit - /r/Singapore by Lim, Shaun Wei Min

    Published 2020
    “…To detect subjective information such as attitudes, opinions, tone, expression etc, sentiment analysis is used to analyze these data. With the rise of social media usage, the importance of sentiment analysis increases as well. …”
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    Final Year Project (FYP)