International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064


Downloads: 108

M.Tech / M.E / PhD Thesis | Computer Science & Engineering | India | Volume 9 Issue 7, July 2020


Spammer Detection and Identification on Social Network Using Machine Learning

Dr. Shameem Akhter, Noorain Saba


Abstract: Person to person communication locales draw in a great many clients around the globe. The clients' collaborations with these social locales, for example, Twitter and Face book have an enormous effect and infrequently unfortunate repercussions for day by day life. The noticeable long range interpersonal communication destinations have transformed into an objective stage for the spammers to scatter an enormous measure of insignificant and malicious data Twitter, for instance, has gotten one of the most indulgently utilized foundation all things considered and in this manner permits an absurd measure of spam. Counterfeit clients send undesired tweets to clients to advance administrations or sites that influence real clients as well as upset asset utilization. In addition, the chance of growing invalid data to clients through phony characters has expanded that outcomes in the unrolling of destructive substance. As of late, the discovery of spammers and recognizable proof of phony clients on Twitter has become a typical zone of exploration in contemporary online social networks (OSNs). In this paper, we play out an audit of procedures utilized for recognizing spammers on Social site. In addition, a scientific classification of the social site spam identification approaches is introduced that groups the strategies dependent on their capacity to identify: (I) counterfeit substance, (ii) spam dependent on URL, (iii)counterfeit client. We are cheerful that the introduced investigation will be a helpful asset for specialists to discover the features of late advancements in social site spam discovery on a solitary stage.


Keywords: spammer identification, online social network


Edition: Volume 9 Issue 7, July 2020,


Pages: 1888 - 1890


How to Cite this Article?

Dr. Shameem Akhter, Noorain Saba, "Spammer Detection and Identification on Social Network Using Machine Learning", International Journal of Science and Research (IJSR), https://www.ijsr.net/get_abstract.php?paper_id=SR20725141619, Volume 9 Issue 7, July 2020, 1888 - 1890

How to Share this Article?

Enter Your Email Address


Similar Articles with Keyword 'online social network'

Downloads: 1

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2267 - 2274

Two Accounts of Solitude in Online Communal Networks

Alla Venu Gopal, G. Srinivasa Reddy

Share this Article

Downloads: 100

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 7, July 2015

Pages: 988 - 991

Filtering Unwanted Post from Online Social Networking (OSN) Sites

Sachin P. Vidhate, Syed Akhter

Share this Article

Similar Articles with Keyword 'spammer'

Downloads: 112

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1573 - 1575

A Service Provider Level SMS Spamming Detection System

Bhavana Alam, Fazeel Zama

Share this Article

Downloads: 116

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 345 - 347

Detecting Malicious Posts in Social Networks Using Text Analysis

Neeraja M, John Prakash

Share this Article

Similar Articles with Keyword 'identification'

Downloads: 156

Research Paper, Computer Science & Engineering, India, Volume 6 Issue 11, November 2017

Pages: 338 - 384

Managing Uncertainty in Supply Chain Operating Cost Using Genetic Algorithm

Dr. Niju P. Joseph, Dr. Priyanka Surendran

Share this Article

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2205 - 2207

A Survey of Generating Multi-Document Summarizations

Patil Ajita S., P. M. Mane

Share this Article

Similar Articles with Keyword 'online'

Downloads: 1

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 1789 - 1791

The Survey Paper on Importance of Integration of Knowledge Management and Business Intelligence

Vina Lomte, Saloni Shah

Share this Article

Downloads: 1

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2267 - 2274

Two Accounts of Solitude in Online Communal Networks

Alla Venu Gopal, G. Srinivasa Reddy

Share this Article

Similar Articles with Keyword 'social'

Downloads: 1

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2267 - 2274

Two Accounts of Solitude in Online Communal Networks

Alla Venu Gopal, G. Srinivasa Reddy

Share this Article

Downloads: 4

Research Paper, Computer Science & Engineering, India, Volume 10 Issue 5, May 2021

Pages: 627 - 631

A Survey based IoT Model to Maintain Social Distancing

Deepa Sonal

Share this Article

Similar Articles with Keyword 'network'

Downloads: 105

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 5, May 2014

Pages: 1751 - 1754

Joining Delay; Packet Delivery and Limitations of EGMP

G. Anandhi, Dr. S. K. Srivatsa

Share this Article

Downloads: 86

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 10, October 2020

Pages: 1626 - 1628

Image Noise Reduction with Autoencoder using Tensor Flow

Jai Sehgal, Dr Yojna Arora

Share this Article
Top