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 271
- Downloads 4
Design & Implementation Of On Chip Permutation Network for MPSOC on FPGA
This paper presents the silicon-proven design of a novel on-chip network to support guaranteed traffic permutation in multiprocessor system-on-chip applications. The proposed network employs a pipelined circuit-switchin...
Review on Speech Assistive Technologies for Dysarthric Patients
Over the past decade, several speech based electronic assistive technologies have been developed that target users with dysarthric speech. These devices include vocal command and control systems, but also voice input vo...
Review: Recommender System
Internet users are increasing at an amazing speed. With increasing use of internet, the use of online sites for the purchase, sale of products such as movies, songs, books, videos, apparels etc. has also increased. This...
slugCalculating Threshold Current Density and Output Power of Vertical Cavity Surface Emitting Laser
In this paper, threshold current density and output power of the vertical cavity surface emitting laser is analytically calculated as a function of different electrical and optical parameters, and their interdependency...
slugAnalysis of Various Image Steganography Techniques
Steganography is an art and science of hiding the information into some carrier files without changing the visual properties of carrier file. In digital world, the carrier file can be text file, audio/video file, image...