Matches in SemOpenAlex for { <https://semopenalex.org/work/W2019915005> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2019915005 abstract "Reviews are subjective documents expressing opinions or evaluations. In contrast, non-review documents often present factual information objectively. Separating reviews from non-reviews, or subjectivity classification, is potentially important for many text processing applications, such as information extraction and information retrieval. Also, it is a key process in sentiment classification for online customer reviews. As a type of genre classification, the classifications of subjective and objective texts are different from traditional topic-based classifications. Not many studies have been conducted in this domain and most of them were on English texts. Little work has been done on Chinese subjectivity classification. However, the detailed techniques used in English texts can not be applied directly to Chinese due to the different characteristics between these two languages. This paper proposes an approach to perform subjectivity classification on Chinese text based on a supervised machine learning algorithm, Naive Bayes. Experiment studies have been conducted on two kinds of documents: movie reviews and movie plots written in Chinese. The results show that the performances of the proposed approach are comparable to those of the existing English subjectivity classification studies." @default.
- W2019915005 created "2016-06-24" @default.
- W2019915005 creator A5077373063 @default.
- W2019915005 creator A5079424008 @default.
- W2019915005 creator A5081018103 @default.
- W2019915005 date "2007-08-01" @default.
- W2019915005 modified "2023-09-25" @default.
- W2019915005 title "Using Naïve Bayes Classifier to Distinguish Reviews from Non-review Documents in Chinese" @default.
- W2019915005 cites W1493379323 @default.
- W2019915005 cites W1550206324 @default.
- W2019915005 cites W1998442272 @default.
- W2019915005 cites W2034742893 @default.
- W2019915005 cites W2041332679 @default.
- W2019915005 cites W2074523230 @default.
- W2019915005 cites W2080558111 @default.
- W2019915005 cites W2131932672 @default.
- W2019915005 cites W2133341045 @default.
- W2019915005 cites W2139979941 @default.
- W2019915005 cites W2140256872 @default.
- W2019915005 cites W2141631351 @default.
- W2019915005 cites W2146888100 @default.
- W2019915005 cites W2150098611 @default.
- W2019915005 cites W2160660844 @default.
- W2019915005 doi "https://doi.org/10.1109/icmse.2007.4421834" @default.
- W2019915005 hasPublicationYear "2007" @default.
- W2019915005 type Work @default.
- W2019915005 sameAs 2019915005 @default.
- W2019915005 citedByCount "1" @default.
- W2019915005 countsByYear W20199150052021 @default.
- W2019915005 crossrefType "proceedings-article" @default.
- W2019915005 hasAuthorship W2019915005A5077373063 @default.
- W2019915005 hasAuthorship W2019915005A5079424008 @default.
- W2019915005 hasAuthorship W2019915005A5081018103 @default.
- W2019915005 hasConcept C111472728 @default.
- W2019915005 hasConcept C119857082 @default.
- W2019915005 hasConcept C12267149 @default.
- W2019915005 hasConcept C138885662 @default.
- W2019915005 hasConcept C154945302 @default.
- W2019915005 hasConcept C202889954 @default.
- W2019915005 hasConcept C204321447 @default.
- W2019915005 hasConcept C23123220 @default.
- W2019915005 hasConcept C41008148 @default.
- W2019915005 hasConcept C52001869 @default.
- W2019915005 hasConcept C66402592 @default.
- W2019915005 hasConcept C95623464 @default.
- W2019915005 hasConceptScore W2019915005C111472728 @default.
- W2019915005 hasConceptScore W2019915005C119857082 @default.
- W2019915005 hasConceptScore W2019915005C12267149 @default.
- W2019915005 hasConceptScore W2019915005C138885662 @default.
- W2019915005 hasConceptScore W2019915005C154945302 @default.
- W2019915005 hasConceptScore W2019915005C202889954 @default.
- W2019915005 hasConceptScore W2019915005C204321447 @default.
- W2019915005 hasConceptScore W2019915005C23123220 @default.
- W2019915005 hasConceptScore W2019915005C41008148 @default.
- W2019915005 hasConceptScore W2019915005C52001869 @default.
- W2019915005 hasConceptScore W2019915005C66402592 @default.
- W2019915005 hasConceptScore W2019915005C95623464 @default.
- W2019915005 hasLocation W20199150051 @default.
- W2019915005 hasOpenAccess W2019915005 @default.
- W2019915005 hasPrimaryLocation W20199150051 @default.
- W2019915005 hasRelatedWork W1493451373 @default.
- W2019915005 hasRelatedWork W1607432302 @default.
- W2019915005 hasRelatedWork W2046446391 @default.
- W2019915005 hasRelatedWork W2095343223 @default.
- W2019915005 hasRelatedWork W2222318234 @default.
- W2019915005 hasRelatedWork W2780177025 @default.
- W2019915005 hasRelatedWork W2948288905 @default.
- W2019915005 hasRelatedWork W2997277234 @default.
- W2019915005 hasRelatedWork W3201534795 @default.
- W2019915005 hasRelatedWork W4206963974 @default.
- W2019915005 isParatext "false" @default.
- W2019915005 isRetracted "false" @default.
- W2019915005 magId "2019915005" @default.
- W2019915005 workType "article" @default.