Efficient Multi Review Classification using feature extraction technique in the Micro Reviews
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 2
Abstract
Although the content of micro-blogging sites has been studied extensively, micro-reviews are a source of content that has been largely overlooked in the literature. In this paper we study micro-reviews, and we show how they can be used for the problem of review selection. To the best of our knowledge we are the first to mine micro reviews such as foursquare tips and combine them with full-text reviews such as Yelp reviews. Our work introduces a novel formulation of review selection, where the goal is to maximize coverage while ensuring efficiency, leading to novel coverage problems. The coverage problems we consider are of broader interest, and they could find applications to different domains. We consider approximation and heuristic algorithms, and study them experimentally, demonstrating quantitatively and qualitatively the benefits of our approach. We also propose an Integer Linear Programming (ILP) formulation, and provide an optimal algorithm. This allows us to quantify the approximation quality of the greedy heuristics. Experimental results explains the performance of the system against the State of art approach in terms of precision and Recall.
Authors and Affiliations
Miss. A. Jenifaasheer, Dr. Anna Saro Vijendran
Keywords
Related Articles
- EP ID EP21594
- DOI -
- Views 268
- Downloads 4
Improved Version of Customers Security at ATM Using Noise Level Detector & PIR Sensor
ATM (Automated teller machine) is used by the customers to do a financial transactions like cash with drawls, balance checking etc. as we know that ATM are placed everywhere in all the locations including shopping malls...
Interpreting the Public Sentiment with Emotions on Twitter
The Information on the Web is the ocean of opinions expressed in the user generated form as tweets on twitter which explore a great opportunity to understand the sentiment of the public by analyzing its large-scale data...
Comparative Study of Different Cloud Computing Techniques
The significant advances in Information and Communications Technology over the last half century led to an increasingly perceived vision that computing will one day be the 5th utility (after water, electricity, gas, and...
EEG Signal Classification and Drowsiness Detection in Driver
traffic accidents are increasing due to driver’s consumption of alcohol or due to drowsiness. Breathalyzers are used for the purpose of alcohol detection, these device measure the amount of alcohol rather than loss of f...
Design of Automatic Transformer Winding Machine
In this Paper “Design of Automatic transformer Winding Machine” main attention is to reduce effort behind manually operated machine. And implement the idea of automation in coil winding machine at minimum manufacturing...