Twitter Dual Sentiment Analysis (TDSA)
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 4
Abstract
Nowadays, Most of the people's interested area is social medias. They use social medias to know the reviews about various topics and areas. Sentiment analysis is the one of the technology used in social medias to know the reviews about movies, company products, social topics etc. The most popular technology used for sentiment analysis is Bag of Words (BOW). It is a uni-gram model. Which keep track of each words to decide whether the sentiment belong to positive or negative. But it has limitations due to the polarity shifting. So an alternative technology used for sentiment analysis is Dual Sentiment Analysis (DSA), which means considering two sides of one review, that is original review and its corresponding reverse review and check the probability of whether it belongs to positive class or negative class or neutral. In this paper, the Dual Sentiment Analysis is performed on the data from Twitter. Twitter is one of the social media, where peoples can put their reviews about a specific topic or any areas. So here using technology for sentiment analysis is Twitter Dual Sentiment Analysis (TDSA) for the analysis of twitter datas.
Authors and Affiliations
Neethu V M, Dr. S. Brilly Sangeetha
Keywords
Related Articles
- EP ID EP23802
- DOI http://doi.org/10.22214/ijraset.2017.4095
- Views 266
- Downloads 6
Drowsy Driver Identification Using MATLAB Video Processing
Drivers who do not take regular breaks when driving long distances run a high risk of becoming drowsy and cause accidents. It is astate which they often fail to recognize early enough according to the experts. Studies s...
Digital Voting Machine
This is an interesting project which uses 8051 microcontrollers as its brain. The project is designed for four participants. Voters can poll their vote to any one of the participant. In this project, one port is dedicat...
Characterization, Treatment and Disposal of Sludge: A Review
Treatment of industrial and domestic effluent is widely studied topic in the environmental engineering. Various techniques used for the wastewater treatment includes biological, physical and chemical treatments. Most co...
Image Predictions and Classifications with Certificate Secure Policy
Our social network is an add electronic service for data sharing sites. It is add service which provides a reliable communication, through this communication and new fast searching service; they can easily wrong use the...
Sharing Secure Data in the Cloud for the Multiuser Group
The data is stored in the cloud. Storing data should be risky. Cloud provider should be trustful because the data is confidentential. The Group manager keeps the record of group members. The key distribution is done to...