Traffic Detection Using Tweets on Twitter Social Network
International Journal of Science and Research (IJSR)

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

ISSN: 2319-7064

Survey Paper | Computer Science & Engineering | India | Volume 4 Issue 12, December 2015

Traffic Detection Using Tweets on Twitter Social Network

Supriya Bhosale, Sucheta Kokate

Social networks can be employed as a source of information for event detection such as road traffic congestion and car accidents. Existing system present a real-time monitoring system for traffic event detection from twitter. The system fetches tweets from twitter and then, processes tweets using text mining techniques. Lastly performs the classification of tweets. The aim of the system is to assign the appropriate class label to each tweet, whether it is related to a traffic event or not. System employed the support vector machine as a classification model. The proposed system uses the system based on semi-supervised approach, which gives training using traffic related dataset. We propose a clustering approach for classification of the tweets in traffic related and non- traffic related tweets. We employ a Euclidean distance to calculate the similarity between the tweets.

Keywords: Tweet classification, Traffic event detection, Data mining, text mining, and social sensing

Edition: Volume 4 Issue 12, December 2015

Pages: 2037 - 2039

Share this Article

How to Cite this Article?

Supriya Bhosale, Sucheta Kokate, "Traffic Detection Using Tweets on Twitter Social Network", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=NOV152452, Volume 4 Issue 12, December 2015, 2037 - 2039

87 PDF Views | 63 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'Tweet classification'

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 2037 - 2039

Traffic Detection Using Tweets on Twitter Social Network

Supriya Bhosale, Sucheta Kokate

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016

Pages: 577 - 579

Tweet Segmentation and Enhancement of Tweets

Sonam Meshram, Hirendra Hajare

Share this Article

Similar Articles with Keyword 'Traffic event detection'

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 2037 - 2039

Traffic Detection Using Tweets on Twitter Social Network

Supriya Bhosale, Sucheta Kokate

Share this Article

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

Pages: 984 - 987

Dynamic Traffic Analyzer Using Twitter

Harshita Rajwani, Srushti Somvanshi, Anuja Upadhye, Rutuja Vaidya, Trupti Dange

Share this Article

Similar Articles with Keyword 'Data mining'

Research Paper, Computer Science & Engineering, Kenya, Volume 7 Issue 5, May 2018

Pages: 1409 - 1411

Student's Performance Prediction Using FP-Tree Data Mining Techniques

Eliakim Ombati Akama

Share this Article

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

Pages: 1165 - 1168

Privacy Preserving Closed Frequent Pattern Mining

Anju Vijayan

Share this Article

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

Pages: 1127 - 1129

Trust Checking in Social Networks Using Data Mining

Archa.S

Share this Article

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

Pages: 2041 - 2047

Adaptive Analysis of Knowledge Engineering and Pattern Recognition on Medical Data

Jani Basha, Dasari. Rajesh

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016

Pages: 2539 - 2541

Classification of Data Using LAD

Aishwarya Jadhav, Vaishali Nandedkar

Share this Article

Similar Articles with Keyword 'text mining'

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

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

Pages: 1750 - 1751

Automatic Emotion Generation and Summarization form Perceptual Text ? A Survey

Sayalee Sandeep Raut, Kavita P. Shirsat

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 2461 - 2466

A Review of Text Mining Techniques Associated with Various Application Areas

Dr. Shilpa Dang, Peerzada Hamid Ahmad

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2222 - 2226

A Comparative Study on Text mining Techniques

Peerzada Hamid Ahmad, Dr. Shilpa Dang

Share this Article

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

Pages: 2366 - 2368

A Survey on Effective Quality Enhancement of Text Clustering & Classification Using METADATA

Padmaja Shivane, Rakesh Rajani

Share this Article

Similar Articles with Keyword 'social sensing'

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 2037 - 2039

Traffic Detection Using Tweets on Twitter Social Network

Supriya Bhosale, Sucheta Kokate

Share this Article

Research Paper, Computer Science & Engineering, Bangladesh, Volume 8 Issue 2, February 2019

Pages: 938 - 941

Cloud-Based Disaster Management Using Mobile Edge Computing Mechanism

Arunavo Dey, Nahid Anwar

Share this Article
Top