Matches in SemOpenAlex for { <https://semopenalex.org/work/W2898869826> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W2898869826 abstract "We introduce a framework of combining tweet sentiment analysis with available default user profiles to classify political party of users who posted tweets in 2016 U.S. president debates. The main works focus on extracting event-related information in short event period instead of collecting tweets in a long-time period as most previous works do. Our framework is not limited in debate event, it can be used by researchers to build rationale of other events study. In sentiment analysis, we show that all three Naive Bayes classifiers with different distributions obtain accuracy above 75% and the results reveal positive tweets most likely follow Gaussian or Multinomial distributions while negative tweets most likely follow Bernoulli distribution in our training data. We also show that under unbalanced sparse term document setting, instead of using “Add-1” parameter, tuning Laplace smoothing parameter to adjust the weights of new terms in a tweet can help improve the classifier’s performance in targeted direction. Finally, we show sentiment might help classifying political party" @default.
- W2898869826 created "2018-11-09" @default.
- W2898869826 creator A5018680724 @default.
- W2898869826 creator A5042159546 @default.
- W2898869826 creator A5051470688 @default.
- W2898869826 creator A5059550568 @default.
- W2898869826 date "2017-07-01" @default.
- W2898869826 modified "2023-09-23" @default.
- W2898869826 title "Sentiment Analysis and Political Party Classification in 2016 U.S. President Debates in Twitter" @default.
- W2898869826 hasPublicationYear "2017" @default.
- W2898869826 type Work @default.
- W2898869826 sameAs 2898869826 @default.
- W2898869826 citedByCount "0" @default.
- W2898869826 crossrefType "journal-article" @default.
- W2898869826 hasAuthorship W2898869826A5018680724 @default.
- W2898869826 hasAuthorship W2898869826A5042159546 @default.
- W2898869826 hasAuthorship W2898869826A5051470688 @default.
- W2898869826 hasAuthorship W2898869826A5059550568 @default.
- W2898869826 hasConcept C105795698 @default.
- W2898869826 hasConcept C119857082 @default.
- W2898869826 hasConcept C120665830 @default.
- W2898869826 hasConcept C121332964 @default.
- W2898869826 hasConcept C122123141 @default.
- W2898869826 hasConcept C12267149 @default.
- W2898869826 hasConcept C149782125 @default.
- W2898869826 hasConcept C154945302 @default.
- W2898869826 hasConcept C17744445 @default.
- W2898869826 hasConcept C192065140 @default.
- W2898869826 hasConcept C192209626 @default.
- W2898869826 hasConcept C199539241 @default.
- W2898869826 hasConcept C2779662365 @default.
- W2898869826 hasConcept C27956954 @default.
- W2898869826 hasConcept C33923547 @default.
- W2898869826 hasConcept C41008148 @default.
- W2898869826 hasConcept C52001869 @default.
- W2898869826 hasConcept C61797465 @default.
- W2898869826 hasConcept C62520636 @default.
- W2898869826 hasConcept C66402592 @default.
- W2898869826 hasConcept C94625758 @default.
- W2898869826 hasConcept C95623464 @default.
- W2898869826 hasConceptScore W2898869826C105795698 @default.
- W2898869826 hasConceptScore W2898869826C119857082 @default.
- W2898869826 hasConceptScore W2898869826C120665830 @default.
- W2898869826 hasConceptScore W2898869826C121332964 @default.
- W2898869826 hasConceptScore W2898869826C122123141 @default.
- W2898869826 hasConceptScore W2898869826C12267149 @default.
- W2898869826 hasConceptScore W2898869826C149782125 @default.
- W2898869826 hasConceptScore W2898869826C154945302 @default.
- W2898869826 hasConceptScore W2898869826C17744445 @default.
- W2898869826 hasConceptScore W2898869826C192065140 @default.
- W2898869826 hasConceptScore W2898869826C192209626 @default.
- W2898869826 hasConceptScore W2898869826C199539241 @default.
- W2898869826 hasConceptScore W2898869826C2779662365 @default.
- W2898869826 hasConceptScore W2898869826C27956954 @default.
- W2898869826 hasConceptScore W2898869826C33923547 @default.
- W2898869826 hasConceptScore W2898869826C41008148 @default.
- W2898869826 hasConceptScore W2898869826C52001869 @default.
- W2898869826 hasConceptScore W2898869826C61797465 @default.
- W2898869826 hasConceptScore W2898869826C62520636 @default.
- W2898869826 hasConceptScore W2898869826C66402592 @default.
- W2898869826 hasConceptScore W2898869826C94625758 @default.
- W2898869826 hasConceptScore W2898869826C95623464 @default.
- W2898869826 hasLocation W28988698261 @default.
- W2898869826 hasOpenAccess W2898869826 @default.
- W2898869826 hasPrimaryLocation W28988698261 @default.
- W2898869826 hasRelatedWork W1020065631 @default.
- W2898869826 hasRelatedWork W1899967664 @default.
- W2898869826 hasRelatedWork W2113125055 @default.
- W2898869826 hasRelatedWork W2241984328 @default.
- W2898869826 hasRelatedWork W2471221218 @default.
- W2898869826 hasRelatedWork W2589629810 @default.
- W2898869826 hasRelatedWork W2609314793 @default.
- W2898869826 hasRelatedWork W270822697 @default.
- W2898869826 hasRelatedWork W2744454394 @default.
- W2898869826 hasRelatedWork W2875672486 @default.
- W2898869826 hasRelatedWork W2884460603 @default.
- W2898869826 hasRelatedWork W2889276617 @default.
- W2898869826 hasRelatedWork W2934357284 @default.
- W2898869826 hasRelatedWork W2999874011 @default.
- W2898869826 hasRelatedWork W3001014043 @default.
- W2898869826 hasRelatedWork W3008877990 @default.
- W2898869826 hasRelatedWork W3011183805 @default.
- W2898869826 hasRelatedWork W3156582206 @default.
- W2898869826 hasRelatedWork W3163321452 @default.
- W2898869826 hasRelatedWork W3173537094 @default.
- W2898869826 isParatext "false" @default.
- W2898869826 isRetracted "false" @default.
- W2898869826 magId "2898869826" @default.
- W2898869826 workType "article" @default.