Ramandeep Singh Kathuria, S. Gautam, Arjan Singh, Smarth Khatri, N. Yadav
{"title":"利用深度学习(Keras)对Twitter数据进行实时情感分析","authors":"Ramandeep Singh Kathuria, S. Gautam, Arjan Singh, Smarth Khatri, N. Yadav","doi":"10.1109/ICCCIS48478.2019.8974557","DOIUrl":null,"url":null,"abstract":"Social media sites have emerged as one of the platforms to talk about issues and raise voice regarding almost anything going on in the world, with millions of people using social media sites every day, these sites enjoy tremendous popularity, and play a vital role in forming the opinion of the public. Due to this reason it becomes vital for any brand, political party, etc. to get a grasp of the prevailing sentiment among people, analyse it and create strategies to shape the opinion if needed. This is where sentiment analysis comes into play. It requires handling of huge amounts of data which is unstructured data which can be handled using deep learning, classifying algorithms","PeriodicalId":436154,"journal":{"name":"2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Real Time Sentiment Analysis On Twitter Data Using Deep Learning(Keras)\",\"authors\":\"Ramandeep Singh Kathuria, S. Gautam, Arjan Singh, Smarth Khatri, N. Yadav\",\"doi\":\"10.1109/ICCCIS48478.2019.8974557\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Social media sites have emerged as one of the platforms to talk about issues and raise voice regarding almost anything going on in the world, with millions of people using social media sites every day, these sites enjoy tremendous popularity, and play a vital role in forming the opinion of the public. Due to this reason it becomes vital for any brand, political party, etc. to get a grasp of the prevailing sentiment among people, analyse it and create strategies to shape the opinion if needed. This is where sentiment analysis comes into play. It requires handling of huge amounts of data which is unstructured data which can be handled using deep learning, classifying algorithms\",\"PeriodicalId\":436154,\"journal\":{\"name\":\"2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)\",\"volume\":\"10 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCCIS48478.2019.8974557\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2019 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCCIS48478.2019.8974557","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Real Time Sentiment Analysis On Twitter Data Using Deep Learning(Keras)
Social media sites have emerged as one of the platforms to talk about issues and raise voice regarding almost anything going on in the world, with millions of people using social media sites every day, these sites enjoy tremendous popularity, and play a vital role in forming the opinion of the public. Due to this reason it becomes vital for any brand, political party, etc. to get a grasp of the prevailing sentiment among people, analyse it and create strategies to shape the opinion if needed. This is where sentiment analysis comes into play. It requires handling of huge amounts of data which is unstructured data which can be handled using deep learning, classifying algorithms