whatsapp

whatsApp

Have any Questions? Enquiry here!
☎ +91-9972364704 LOGIN BLOG
× Home Careers Contact
Back
NetSpam: a Network-based Spam Detection Framework for Reviews in Online Social Media
NetSpam: a Network-based Spam Detection Framework for Reviews in Online Social Media

Abstract:

Nowadays, a big part of people rely on available con-tent in social media in their decisions (e.g. reviews and feedback on a topic or product). The possibility that anybody can leave a review provide a golden opportunity for spammers to write spam reviews about products and services for different interests. Identifying these spammers and the spam content is a hot topic of research and although a considerable number of studies have been done recently toward this end, but so far the methodologies put forth still barely detect spam reviews, and none of them show the importance of each extracted feature type. In this study, we propose a novel framework, named NetSpam, which utilizes spam features for modeling review datasets as heterogeneous information networks to map spam detection procedure into a classification problem in such networks. Using the importance of spam features help us to obtain better results in terms of different metrics experimented on real-world review datasets from Yelp and Amazon websites.

HARDWARE & SOFTWARE REQUIREMENTS:

HARDWARE REQUIREMENTS:

· System                     :                       Pentium IV 2.4 GHz.

· Hard Disk               :                       500 GB.

· Ram                                      :                      4 GB

SOFTWARE REQUIREMENTS:

Operating system               :           Windows XP / 7

Coding Language                :           Java (Jdk 1.7)

Web Technology                 :           Servlet, JSP

Web Server                         :           Tomcat 6.0

IDE                                         :           Eclipse Galileo

Database                              :           My-SQL 5.0

UGI for DB                            :           SQLyog

JDBC Connection                 :           Type 4  

CIRCUIT DIAGRAM

NetSpam: a Network-based Spam Detection Framework for Reviews in Online Social Media

Note : Find the best solution for electronics components and technical projects  ideas

keep in touch with our social media links as mentioned below

Mifratech websites : https://www.mifratech.com/public/

Mifratech facebook : https://www.facebook.com/mifratech.lab

mifratech instagram : https://www.instagram.com/mifratech/

mifratech twitter account : https://twitter.com/mifratech

Contact for more information : [email protected] / 080-73744810 / 9972364704

Popular Coures