Matches in SemOpenAlex for { <https://semopenalex.org/work/W2949501852> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2949501852 abstract "Predicting stock market movements is a well-known problem of interest. Now-a-days social media is perfectly representing the public sentiment and opinion about current events. Especially, twitter has attracted a lot of attention from researchers for studying the public sentiments. Stock market prediction on the basis of public sentiments expressed on twitter has been an intriguing field of research. Previous studies have concluded that the aggregate public mood collected from twitter may well be correlated with Dow Jones Industrial Average Index (DJIA). The thesis of this work is to observe how well the changes in stock prices of a company, the rises and falls, are correlated with the public opinions being expressed in tweets about that company. Understanding author's opinion from a piece of text is the objective of sentiment analysis. The present paper have employed two different textual representations, Word2vec and N-gram, for analyzing the public sentiments in tweets. In this paper, we have applied sentiment analysis and supervised machine learning principles to the tweets extracted from twitter and analyze the correlation between stock market movements of a company and sentiments in tweets. In an elaborate way, positive news and tweets in social media about a company would definitely encourage people to invest in the stocks of that company and as a result the stock price of that company would increase. At the end of the paper, it is shown that a strong correlation exists between the rise and falls in stock prices with the public sentiments in tweets." @default.
- W2949501852 created "2019-06-27" @default.
- W2949501852 creator A5030600877 @default.
- W2949501852 creator A5033012776 @default.
- W2949501852 creator A5034931207 @default.
- W2949501852 creator A5063573474 @default.
- W2949501852 date "2016-10-28" @default.
- W2949501852 modified "2023-09-23" @default.
- W2949501852 title "Sentiment Analysis of Twitter Data for Predicting Stock Market Movements" @default.
- W2949501852 cites W1508206474 @default.
- W2949501852 cites W1819932765 @default.
- W2949501852 cites W1971105953 @default.
- W2949501852 cites W2015186536 @default.
- W2949501852 cites W2090637028 @default.
- W2949501852 cites W2105535951 @default.
- W2949501852 cites W2171468534 @default.
- W2949501852 cites W2950133940 @default.
- W2949501852 cites W40549020 @default.
- W2949501852 hasPublicationYear "2016" @default.
- W2949501852 type Work @default.
- W2949501852 sameAs 2949501852 @default.
- W2949501852 citedByCount "0" @default.
- W2949501852 crossrefType "posted-content" @default.
- W2949501852 hasAuthorship W2949501852A5030600877 @default.
- W2949501852 hasAuthorship W2949501852A5033012776 @default.
- W2949501852 hasAuthorship W2949501852A5034931207 @default.
- W2949501852 hasAuthorship W2949501852A5063573474 @default.
- W2949501852 hasConcept C106159729 @default.
- W2949501852 hasConcept C112698675 @default.
- W2949501852 hasConcept C127413603 @default.
- W2949501852 hasConcept C134698397 @default.
- W2949501852 hasConcept C136764020 @default.
- W2949501852 hasConcept C144133560 @default.
- W2949501852 hasConcept C154945302 @default.
- W2949501852 hasConcept C162324750 @default.
- W2949501852 hasConcept C166957645 @default.
- W2949501852 hasConcept C17744445 @default.
- W2949501852 hasConcept C199539241 @default.
- W2949501852 hasConcept C204036174 @default.
- W2949501852 hasConcept C2776461190 @default.
- W2949501852 hasConcept C2779343474 @default.
- W2949501852 hasConcept C2780299701 @default.
- W2949501852 hasConcept C41008148 @default.
- W2949501852 hasConcept C41608201 @default.
- W2949501852 hasConcept C518677369 @default.
- W2949501852 hasConcept C66402592 @default.
- W2949501852 hasConcept C78519656 @default.
- W2949501852 hasConcept C94625758 @default.
- W2949501852 hasConcept C95457728 @default.
- W2949501852 hasConceptScore W2949501852C106159729 @default.
- W2949501852 hasConceptScore W2949501852C112698675 @default.
- W2949501852 hasConceptScore W2949501852C127413603 @default.
- W2949501852 hasConceptScore W2949501852C134698397 @default.
- W2949501852 hasConceptScore W2949501852C136764020 @default.
- W2949501852 hasConceptScore W2949501852C144133560 @default.
- W2949501852 hasConceptScore W2949501852C154945302 @default.
- W2949501852 hasConceptScore W2949501852C162324750 @default.
- W2949501852 hasConceptScore W2949501852C166957645 @default.
- W2949501852 hasConceptScore W2949501852C17744445 @default.
- W2949501852 hasConceptScore W2949501852C199539241 @default.
- W2949501852 hasConceptScore W2949501852C204036174 @default.
- W2949501852 hasConceptScore W2949501852C2776461190 @default.
- W2949501852 hasConceptScore W2949501852C2779343474 @default.
- W2949501852 hasConceptScore W2949501852C2780299701 @default.
- W2949501852 hasConceptScore W2949501852C41008148 @default.
- W2949501852 hasConceptScore W2949501852C41608201 @default.
- W2949501852 hasConceptScore W2949501852C518677369 @default.
- W2949501852 hasConceptScore W2949501852C66402592 @default.
- W2949501852 hasConceptScore W2949501852C78519656 @default.
- W2949501852 hasConceptScore W2949501852C94625758 @default.
- W2949501852 hasConceptScore W2949501852C95457728 @default.
- W2949501852 hasLocation W29495018521 @default.
- W2949501852 hasOpenAccess W2949501852 @default.
- W2949501852 hasPrimaryLocation W29495018521 @default.
- W2949501852 hasRelatedWork W1819932765 @default.
- W2949501852 hasRelatedWork W2002775973 @default.
- W2949501852 hasRelatedWork W2260298175 @default.
- W2949501852 hasRelatedWork W2502998425 @default.
- W2949501852 hasRelatedWork W2550706273 @default.
- W2949501852 hasRelatedWork W2584978782 @default.
- W2949501852 hasRelatedWork W2585869517 @default.
- W2949501852 hasRelatedWork W2601854245 @default.
- W2949501852 hasRelatedWork W2774924227 @default.
- W2949501852 hasRelatedWork W2794282654 @default.
- W2949501852 hasRelatedWork W28332324 @default.
- W2949501852 hasRelatedWork W2973191872 @default.
- W2949501852 hasRelatedWork W2979462246 @default.
- W2949501852 hasRelatedWork W3005098758 @default.
- W2949501852 hasRelatedWork W3113811388 @default.
- W2949501852 hasRelatedWork W3153053057 @default.
- W2949501852 hasRelatedWork W3170278308 @default.
- W2949501852 hasRelatedWork W3194190400 @default.
- W2949501852 hasRelatedWork W2961442247 @default.
- W2949501852 hasRelatedWork W3086696756 @default.
- W2949501852 isParatext "false" @default.
- W2949501852 isRetracted "false" @default.
- W2949501852 magId "2949501852" @default.
- W2949501852 workType "article" @default.