Advanced search options

Advanced Search Options 🞨

Browse by author name (“Author name starts with…”).

Find ETDs with:

in
/  
in
/  
in
/  
in

Written in Published in Earliest date Latest date

Sorted by

Results per page:

You searched for subject:(Chinese sentiment lexicon). One record found.

Search Limiters

Last 2 Years | English Only

No search limiters apply to these results.

▼ Search Limiters


NSYSU

1. Chang, Chia-Chen. The Research of Constructing Domain-Specific Chinese Sentiment Lexicon.

Degree: Master, Information Management, 2018, NSYSU

With the booming of social media, users generate a large number of texts, such as tweets, blogs, and comments, which are full of potential sentiment. Sentiment analysis aims to obtain people√Ęs feelings and opinions from textual data. The most popular approach for sentiment analysis is to consult the sentiment lexicon. However, due to the diversity of the domain and the prior knowledge, the domain-specific sentiment lexicon plays an important role in sentiment analysis. Chinese sentiment lexicon resources, when compared to their English counterparts, are still limited and mostly for general-purpose. Therefore, this research proposes techniques to construct a domain-specific sentiment lexicon in order to obtain a more accurate sentiment analysis. In this thesis, we analyze 1,294,141 hotel reviews crawled from Booking.com, utilizing the vector space model to obtain the semantic meanings between words, and predicting the sentiment scores of the words. Finally, we combine the context and sentiment information with label propagation method to construct a domain-specific sentiment lexicon automatically in hotel domain. The method we proposed achieves 83% precision. Advisors/Committee Members: Chih-Ping Wei (chair), Wen-Chun Ni (chair), San-Yih Hwang (committee member).

Subjects/Keywords: text mining; sentiment analysis; Chinese sentiment lexicon; word embedding; label propagation

Record DetailsSimilar RecordsGoogle PlusoneFacebookTwitterCiteULikeMendeleyreddit

APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Chang, C. (2018). The Research of Constructing Domain-Specific Chinese Sentiment Lexicon. (Thesis). NSYSU. Retrieved from http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0721118-153855

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Chicago Manual of Style (16th Edition):

Chang, Chia-Chen. “The Research of Constructing Domain-Specific Chinese Sentiment Lexicon.” 2018. Thesis, NSYSU. Accessed August 12, 2020. http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0721118-153855.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

MLA Handbook (7th Edition):

Chang, Chia-Chen. “The Research of Constructing Domain-Specific Chinese Sentiment Lexicon.” 2018. Web. 12 Aug 2020.

Vancouver:

Chang C. The Research of Constructing Domain-Specific Chinese Sentiment Lexicon. [Internet] [Thesis]. NSYSU; 2018. [cited 2020 Aug 12]. Available from: http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0721118-153855.

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

Council of Science Editors:

Chang C. The Research of Constructing Domain-Specific Chinese Sentiment Lexicon. [Thesis]. NSYSU; 2018. Available from: http://etd.lib.nsysu.edu.tw/ETD-db/ETD-search/view_etd?URN=etd-0721118-153855

Note: this citation may be lacking information needed for this citation format:
Not specified: Masters Thesis or Doctoral Dissertation

.