Matches in SemOpenAlex for { <https://semopenalex.org/work/W2022763283> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W2022763283 abstract "Growth of microblogging “Twitter” is dramatic among online users in Thailand. Communication on Twitter is very lively and up-to-date since users Users often express their feelings and sentiments in Twitter posts related to current topics or new growing topic. While sentiment analysis on Twitter has challenges in language related issues, such as short-length message and word usage variation, it also faces the problem of unbalanced class problem. In Twitter, people tend to make complaints more than admirations. In this paper, we propose a sampling-based method to solve data unbalanceness in Twitter sentiment analysis in Thai. Three types of sampling methods, called random, largest complete-link sampling, and largest average-link sampling are produced as preprocess before k-NN classifier. From the experimental results, the largest average-linkage sampling achieves the highest performance with the macro average F-measure of 0.57 comparing to the unbalance case." @default.
- W2022763283 created "2016-06-24" @default.
- W2022763283 creator A5043998994 @default.
- W2022763283 creator A5051439934 @default.
- W2022763283 creator A5083358892 @default.
- W2022763283 date "2013-05-01" @default.
- W2022763283 modified "2023-09-25" @default.
- W2022763283 title "Solving unbalanced data for Thai sentiment analysis" @default.
- W2022763283 cites W1941659294 @default.
- W2022763283 cites W2000877723 @default.
- W2022763283 cites W2052122479 @default.
- W2022763283 cites W2118978333 @default.
- W2022763283 cites W2136680862 @default.
- W2022763283 cites W2160660844 @default.
- W2022763283 doi "https://doi.org/10.1109/jcsse.2013.6567345" @default.
- W2022763283 hasPublicationYear "2013" @default.
- W2022763283 type Work @default.
- W2022763283 sameAs 2022763283 @default.
- W2022763283 citedByCount "6" @default.
- W2022763283 countsByYear W20227632832016 @default.
- W2022763283 countsByYear W20227632832018 @default.
- W2022763283 countsByYear W20227632832019 @default.
- W2022763283 countsByYear W20227632832021 @default.
- W2022763283 countsByYear W20227632832023 @default.
- W2022763283 crossrefType "proceedings-article" @default.
- W2022763283 hasAuthorship W2022763283A5043998994 @default.
- W2022763283 hasAuthorship W2022763283A5051439934 @default.
- W2022763283 hasAuthorship W2022763283A5083358892 @default.
- W2022763283 hasConcept C106131492 @default.
- W2022763283 hasConcept C121332964 @default.
- W2022763283 hasConcept C122980154 @default.
- W2022763283 hasConcept C124101348 @default.
- W2022763283 hasConcept C136764020 @default.
- W2022763283 hasConcept C140779682 @default.
- W2022763283 hasConcept C143275388 @default.
- W2022763283 hasConcept C154945302 @default.
- W2022763283 hasConcept C15744967 @default.
- W2022763283 hasConcept C166955791 @default.
- W2022763283 hasConcept C199360897 @default.
- W2022763283 hasConcept C2524010 @default.
- W2022763283 hasConcept C2778334786 @default.
- W2022763283 hasConcept C31972630 @default.
- W2022763283 hasConcept C33923547 @default.
- W2022763283 hasConcept C41008148 @default.
- W2022763283 hasConcept C44870925 @default.
- W2022763283 hasConcept C518677369 @default.
- W2022763283 hasConcept C66402592 @default.
- W2022763283 hasConcept C77805123 @default.
- W2022763283 hasConcept C90805587 @default.
- W2022763283 hasConcept C95623464 @default.
- W2022763283 hasConceptScore W2022763283C106131492 @default.
- W2022763283 hasConceptScore W2022763283C121332964 @default.
- W2022763283 hasConceptScore W2022763283C122980154 @default.
- W2022763283 hasConceptScore W2022763283C124101348 @default.
- W2022763283 hasConceptScore W2022763283C136764020 @default.
- W2022763283 hasConceptScore W2022763283C140779682 @default.
- W2022763283 hasConceptScore W2022763283C143275388 @default.
- W2022763283 hasConceptScore W2022763283C154945302 @default.
- W2022763283 hasConceptScore W2022763283C15744967 @default.
- W2022763283 hasConceptScore W2022763283C166955791 @default.
- W2022763283 hasConceptScore W2022763283C199360897 @default.
- W2022763283 hasConceptScore W2022763283C2524010 @default.
- W2022763283 hasConceptScore W2022763283C2778334786 @default.
- W2022763283 hasConceptScore W2022763283C31972630 @default.
- W2022763283 hasConceptScore W2022763283C33923547 @default.
- W2022763283 hasConceptScore W2022763283C41008148 @default.
- W2022763283 hasConceptScore W2022763283C44870925 @default.
- W2022763283 hasConceptScore W2022763283C518677369 @default.
- W2022763283 hasConceptScore W2022763283C66402592 @default.
- W2022763283 hasConceptScore W2022763283C77805123 @default.
- W2022763283 hasConceptScore W2022763283C90805587 @default.
- W2022763283 hasConceptScore W2022763283C95623464 @default.
- W2022763283 hasLocation W20227632831 @default.
- W2022763283 hasOpenAccess W2022763283 @default.
- W2022763283 hasPrimaryLocation W20227632831 @default.
- W2022763283 hasRelatedWork W2075674253 @default.
- W2022763283 hasRelatedWork W2111975591 @default.
- W2022763283 hasRelatedWork W2748952813 @default.
- W2022763283 hasRelatedWork W2916083217 @default.
- W2022763283 hasRelatedWork W2950974174 @default.
- W2022763283 hasRelatedWork W3093756362 @default.
- W2022763283 hasRelatedWork W3126835561 @default.
- W2022763283 hasRelatedWork W3201154085 @default.
- W2022763283 hasRelatedWork W4297798743 @default.
- W2022763283 hasRelatedWork W590030768 @default.
- W2022763283 isParatext "false" @default.
- W2022763283 isRetracted "false" @default.
- W2022763283 magId "2022763283" @default.
- W2022763283 workType "article" @default.