Matches in SemOpenAlex for { <https://semopenalex.org/work/W4323520549> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W4323520549 abstract "Twitter As a popular social media platform in Indonesia, it has evolved into a forum for people to express their concerns in the form of tweets. Everyone can freely express their opinions on current issues using the Twitter social media platform. The government is preparing a Job Creation Bill (RUU) using the Omnibus Law concept. However, there are several articles in the Job Creation Bill that are considered controversial, causing both pros and cons among Indonesians. The purpose of this study is to examine whether Indonesians' tweets about the Job Creation Bill contain negative or positive sentiment. This research can assist a government agency in determining public opinion on a policy that will be issued or has recently been issued by a government agency without conducting a survey directly to the public. This study focuses on public tweets on Twitter from September 16 2021 to September 20 2021 with the hashtags #omnibuslaw, #Cipatkerja, and #RUU. This study also makes use of data obtained by scraping the most popular news stories on the CNN Indonesia website from November 25 to December 2, 2022. The data analysis procedure began with crawling data from Twitter and the CNN Indonesia website, followed by data pre-processing to clean up the crawled data. The tokenizer is then used to convert words into numbers to carry out the word weighting process. The dataset used in this study contained 9849 data from Twitter, which was divided into two data sets, namely positive data of 5292 data and negative data of 4557 data, and 48 data from CNN Indonesia, which was also divided into two data sets, namely 25 positive data and negative data. as many as 23 data. The analysis is carried out by dividing the training and testing data by 60% training and 40% testing, 70% training and 30% testing, and 80% training and 20% testing. An analysis of people's tweets about the omnibus bill yielded the highest accuracy value of 56% with 80% training data and 20% testing data. While the analysis of the most popular news on CNN Indonesia's website yielded the highest accuracy value of 54% with 60% training data and 40% testing data." @default.
- W4323520549 created "2023-03-09" @default.
- W4323520549 creator A5029426567 @default.
- W4323520549 creator A5082055092 @default.
- W4323520549 creator A5090356006 @default.
- W4323520549 date "2022-12-08" @default.
- W4323520549 modified "2023-09-24" @default.
- W4323520549 title "Classification of Sentiment Analysis Against Omnibus Law on Twitter Social Media and News Websites Using the Naïve Bayes Method" @default.
- W4323520549 cites W3010655454 @default.
- W4323520549 cites W3086353301 @default.
- W4323520549 cites W3140392070 @default.
- W4323520549 cites W3149838060 @default.
- W4323520549 cites W4221088079 @default.
- W4323520549 cites W4293056112 @default.
- W4323520549 doi "https://doi.org/10.1109/isriti56927.2022.10052796" @default.
- W4323520549 hasPublicationYear "2022" @default.
- W4323520549 type Work @default.
- W4323520549 citedByCount "0" @default.
- W4323520549 crossrefType "proceedings-article" @default.
- W4323520549 hasAuthorship W4323520549A5029426567 @default.
- W4323520549 hasAuthorship W4323520549A5082055092 @default.
- W4323520549 hasAuthorship W4323520549A5090356006 @default.
- W4323520549 hasConcept C108170787 @default.
- W4323520549 hasConcept C108827166 @default.
- W4323520549 hasConcept C112698675 @default.
- W4323520549 hasConcept C12267149 @default.
- W4323520549 hasConcept C134698397 @default.
- W4323520549 hasConcept C136764020 @default.
- W4323520549 hasConcept C138885662 @default.
- W4323520549 hasConcept C143275388 @default.
- W4323520549 hasConcept C144024400 @default.
- W4323520549 hasConcept C144133560 @default.
- W4323520549 hasConcept C154945302 @default.
- W4323520549 hasConcept C17744445 @default.
- W4323520549 hasConcept C199539241 @default.
- W4323520549 hasConcept C2778137410 @default.
- W4323520549 hasConcept C36289849 @default.
- W4323520549 hasConcept C41008148 @default.
- W4323520549 hasConcept C41895202 @default.
- W4323520549 hasConcept C518677369 @default.
- W4323520549 hasConcept C52001869 @default.
- W4323520549 hasConcept C66402592 @default.
- W4323520549 hasConcept C94625758 @default.
- W4323520549 hasConceptScore W4323520549C108170787 @default.
- W4323520549 hasConceptScore W4323520549C108827166 @default.
- W4323520549 hasConceptScore W4323520549C112698675 @default.
- W4323520549 hasConceptScore W4323520549C12267149 @default.
- W4323520549 hasConceptScore W4323520549C134698397 @default.
- W4323520549 hasConceptScore W4323520549C136764020 @default.
- W4323520549 hasConceptScore W4323520549C138885662 @default.
- W4323520549 hasConceptScore W4323520549C143275388 @default.
- W4323520549 hasConceptScore W4323520549C144024400 @default.
- W4323520549 hasConceptScore W4323520549C144133560 @default.
- W4323520549 hasConceptScore W4323520549C154945302 @default.
- W4323520549 hasConceptScore W4323520549C17744445 @default.
- W4323520549 hasConceptScore W4323520549C199539241 @default.
- W4323520549 hasConceptScore W4323520549C2778137410 @default.
- W4323520549 hasConceptScore W4323520549C36289849 @default.
- W4323520549 hasConceptScore W4323520549C41008148 @default.
- W4323520549 hasConceptScore W4323520549C41895202 @default.
- W4323520549 hasConceptScore W4323520549C518677369 @default.
- W4323520549 hasConceptScore W4323520549C52001869 @default.
- W4323520549 hasConceptScore W4323520549C66402592 @default.
- W4323520549 hasConceptScore W4323520549C94625758 @default.
- W4323520549 hasLocation W43235205491 @default.
- W4323520549 hasOpenAccess W4323520549 @default.
- W4323520549 hasPrimaryLocation W43235205491 @default.
- W4323520549 hasRelatedWork W2077221691 @default.
- W4323520549 hasRelatedWork W21455450 @default.
- W4323520549 hasRelatedWork W2371493937 @default.
- W4323520549 hasRelatedWork W2372213549 @default.
- W4323520549 hasRelatedWork W2608581744 @default.
- W4323520549 hasRelatedWork W2748952813 @default.
- W4323520549 hasRelatedWork W2752287943 @default.
- W4323520549 hasRelatedWork W3212585586 @default.
- W4323520549 hasRelatedWork W4205412936 @default.
- W4323520549 hasRelatedWork W85948051 @default.
- W4323520549 isParatext "false" @default.
- W4323520549 isRetracted "false" @default.
- W4323520549 workType "article" @default.