Twitter Bot Detection using Machine Learning Algorithms
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Most Trusted Research Journal Since Year 2012

ISSN: 2319-7064



Research Paper | Computer Science & Engineering | India | Volume 8 Issue 7, July 2019

Twitter Bot Detection using Machine Learning Algorithms

Ranjana Battur, Nagaratna Yaligar

Twitter is one of the popular social networking sites which allow the users to express their opinion on various topics like politics, sports, stock market, entertainment etc. It is one of the fastest means of conveying information. It highly influences peoples perspective. So it is necessary that tweets are sent by genuine users and not by twitter bots. A twitter bot sends spam messages. Therefore detecting of bots helps to identify spam messages. This paper proposes an approach to detect the twitter bots using machine learning algorithms. We compare Decision tree, Multinomial Nave Bayes, Random Forest and Bag of Words.

Keywords: Twitter, Bot,

Edition: Volume 8 Issue 7, July 2019

Pages: 304 - 307

Share this Article

How to Cite this Article?

Ranjana Battur, Nagaratna Yaligar, "Twitter Bot Detection using Machine Learning Algorithms", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20199245, Volume 8 Issue 7, July 2019, 304 - 307

140 PDF Views | 107 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Twitter'

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

Pages: 1888 - 1890

Spammer Detection and Identification on Social Network Using Machine Learning

Dr. Shameem Akhter, Noorain Saba

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1945 - 1949

Efficient Image Retrieval Using Sparse Codewords

Pooja V. Baravkar, Gayatri M. Bhandari

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1825 - 1828

Link-Anomaly Detection in Twitter Streams

Shari P S

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1233 - 1237

Novel Class Detection for Feature Evolving Data Streams

Harshada Wagaskar, Prof. Gayatri Bhandari

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 9, September 2015

Pages: 1774 - 1780

Real Time Tweet Summarization and Sentiment Analysis of Game Tournament

Vikrant Hole, Mukta Takalikar

Share this Article

Similar Articles with Keyword 'Bot,'

Research Paper, Computer Science & Engineering, Bangladesh, Volume 5 Issue 6, June 2016

Pages: 1523 - 1527

Multifunctional Remote Controlled Robot Using Android Application

T. A. Mithu, T. S. Reddy

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015

Pages: 2452 - 2457

A New Security Mechanism for Graphical Password Authentication using Combo Captcha in Video Technology

R. Buvanesvari, V. Prasath

Share this Article

Research Paper, Computer Science & Engineering, Tunisia, Volume 4 Issue 2, February 2015

Pages: 1556 - 1558

Modeling of the Behavior of a Robot in a Virtual Environment in 3D

Azizi Ridha, Maaloul Alia

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015

Pages: 1739 - 1741

An Internet Relay Chat Bot using AIML

Om Komawar, Prasad Thakar, Rohit Shetty, Akshay Bartakke, Prof. Manisha Desai

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 376 - 380

Multi Level Cryptographic Key Sharing for Secure Access and Authorization on Cloud Platforms

Kuldeep Singh, Amandeep Kaur

Share this Article
Top