ANALYSIS OF TWITTER DATA WITH MACHINE LEARNING TECHNIQUES
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 7
Abstract
Classification of data is an important aspect of getting vigorous knowledge and help to analyze and perform any further action. This paper deals with how different Machine-Learning Techniques classify on features of timewindows of Twitter, a micro-blogging social media and to determine whether or not these times-windows are followed by Buzz events. In particular, we compare different machine learning techniques like Naïve Bayes and SVM, to find the accuracy of classification with or without applying dimensional reduction in the number of attributes with the help of PCA algorithms.
Authors and Affiliations
Mudit Rastogi
Keywords
Related Articles
- EP ID EP107100
- DOI 10.5281/zenodo.57978
- Views 88
- Downloads 0
SHORTEST DISTANCE BASED EDGE SERVERS SELECTION IN CONTENT DELIVERY NETWORK USING BRANCH AND BOUND
Handle on demand network popularity of the Content Delivery Network and solve the flash crowd problem, caching web content at the internet‘s edge server has been emerged. To provide faster service of the web users...
HYBRID INTELLIGENT OPTIMIZATION METHODS FOR OPTIMAL DESIGN OF HORIZONTAL-AXIS WIND TURBINE BLADES
Designing the optimal shape of MW wind turbine blades is provided in a number of cases through evolutionary algorithms associated with mathematical modeling (Blade Element Momentum Theory). Evolutionary algorithms,...
Evaluating the Short Comings of Clustering based Segmentation Techniques
This paper has presented a evaluation of some well-known image segmentation techniques. The segmentation process; divides a given image into distinct regions and objects. It has become more popular due to its var...
The Quantum Expression of the Role of Relaxation Time on Optical Absorption in Semi Conductors
In this work theoretical method based on classical mechanics, Maxwell equations and quantum mechanics is utilized to find the mathematical expression for relaxation time, this expression play an important role in...
Private Information Retrieval from Cloud in a Distributed Location
Cloud computing a big buzzword now-a-days and IT Industry talks about it a lot and they started to move to Cloud. Cloud is mainly for Storage, Elasticity, Sharing, and Fast Access. Mainly for storage purpose Priva...