A Review on Subjectivity Analysis through Text Classification Using Mining Techniques
Journal Title: International Journal of engineering Research and Applications - Year 2017, Vol 7, Issue 3
Abstract
The increased use of web for expressing ones opinion has resulted in to an enhanced amount of subjective content available in the Web. These contents can often be categorized as social content like movie or product reviews, Customer Feedbacks, Blogs, Communication exchange in discussion forums etc. Accurate recognition of the subjective or sentimental web content has a number of benefits. Understanding of the sentiments of human masses towards different entities and products enables better services for contextual advertisements, recommendation systems and analysis of market trends. The objective behind framing this paper to analyze various sentiment based classification techniques which can be utilized for quick estimation of subjective contents of Political reviews based on politicians speech. The paper elaborately discusses supervised machine learning algorithm: Naïve Bayes classification and compares its overall accuracy, precisions as well as recall values.
Authors and Affiliations
Ashwin Shinde, Mayuri Marawar, Minal Domke, Bhushan Manjre
Keywords
Related Articles
- EP ID EP390288
- DOI 10.9790/9622- 0703013840.
- Views 151
- Downloads 0
Study of Thermal Behavior of Silk Fibers Induced Heat Treatment
The internal changes of raw and degummed muga (Antheraea assama) and eri (Samia Cynthia riciny) fibers induced by heat treatment at constant temperatures (313, 353, 393, 433 and 473K) are studied with a X-ray powder diff...
Energy efficient and best throughput MAC protocol
“Smart Cities” has been envisioned during the last decay. Moreover, various projects have been initiated to bring this concept into reality. Smart City is basically an emergence of the existing and new ICT technologies t...
Performance Evaluation Of Unsupervised Learning Algorithm In Biometric Based Fraud Prevention System
Recently biometrics is the best alternative for the token based and knowledge based security systems. Unlike commonly used traditional identification technology based on passwords and keys, biometrics is more reliable, m...
Excess Volumes, Viscosities and Refractive Index for the Binary Mixtures of Acetophenone, Cyclopentanone, Cyclohexanone and 3-pentanone with Dibutyl Maleate at T = (303.15, 308.15 and 313.15) K
Density, viscosity and refractive index of some binary mixtures of dibutyl maleate with acetophenone, cyclopentanone, cyclohexanone, and 3-pentanone have been measured over the entire composition range at (303.15, 308.15...
Comparative Study of a R.C.C Structure for the Elimination of Expansion Joint Subjected to Temperature Stresses
This comparative study focuses on the behavior of a mid-rise long building in the presence and absence of an expansion joint under seismic, wind and temperature loading using Staad Pro software. In this study 2 models ar...