A Baseline Based Deep Learning Approach of Live Tweets
Journal Title: International Journal of Trend in Scientific Research and Development - Year 2019, Vol 3, Issue 4
Abstract
In this scenario social media plays a vital role in influencing the life of people. Twitter , Facebook, Instagram etc are the major social media platforms . They act as a platform for users to raise their opinions on things and events around them. Twitter is one such micro blogging site that allows the user to tweet 6000 tweets per day each of 280 characters long. Data analyst rely on this data to reach conclusion on the events happening around and also to rate a product. But due to massive volume of reviews the analysts find it difficult to go through them and reach at conclusions. In order to solve this problem we adopt the method of sentiment analysis. Sentiment analysis is an approach to classify the sentiment of user reviews, documents etc in terms of positive good , negative bad , neutral surprise . I suggest an enhanced twitter sentiment analysis that retrieves data based on a baseline in a particular pre defined time span and performs sentiment analysis using Textblob . This scheme differs from the traditional and existing one which performs sentiment analysis on pre saved data by performing sentiment analysis on real time data fetched via Twitter API . Thereby providing a much recent and relevant conclusion. Anjana Jimmington "A Baseline Based Deep Learning Approach of Live Tweets" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-4 , June 2019, URL: https://www.ijtsrd.com/papers/ijtsrd23918.pdf Paper URL: https://www.ijtsrd.com/computer-science/other/23918/a-baseline-based-deep-learning-approach-of-live-tweets/anjana-jimmington
Facial Authentication for Controlling Mouse Cursor with Hand Motion Detection using Webcam
In this paper, a human computer interface using hand gestures or any hand signal is introduced. This system is enhanced to replace the use of computer mouse with any hand signal instead of using any face expression. The...
Analyzing Smart Agriculture in Terms of IoT
Agriculture is the major income source in India. Many farmers in India use the traditional way for crop production. Weather conditions in India has changed a lot nowadays. Agriculture in India depends upon weather condit...
Automated Timer Socket using Arduino
A glace view of our idea is designing a new innovative idea which can monitor the flow of power supply to the existing plug sockets. As in India demand for electricity is increasing day by day, there is a need to impleme...
IoT based water saving technique for Green Farming
A decision Support System based on the combination of micro controllers and ADC and ANN Algorithm is proposed to support the irrigation management in agriculture. The farmers experience and the irrigation best practices...
Effect of Alternative Materials on Properties of Expansive Soil for Construction of Road Subgrade by using Cocnut Husk Ash
Pavement engineers have long recognized the long term benefits of improving the strength and durability of pavement soil by mixing in a cementitious binder during reconstruction or new construction. In lieu of these, thi...