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
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
Similar Articles with Keyword 'Tweet classification'
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015
Pages: 2037 - 2039Traffic Detection Using Tweets on Twitter Social Network
Supriya Bhosale, Sucheta Kokate
Review Papers, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 577 - 579Tweet Segmentation and Enhancement of Tweets
Sonam Meshram, Hirendra Hajare
Similar Articles with Keyword 'Traffic event detection'
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015
Pages: 2037 - 2039Traffic Detection Using Tweets on Twitter Social Network
Supriya Bhosale, Sucheta Kokate
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015
Pages: 984 - 987Dynamic Traffic Analyzer Using Twitter
Harshita Rajwani, Srushti Somvanshi, Anuja Upadhye, Rutuja Vaidya, Trupti Dange
Similar Articles with Keyword 'Data mining'
Research Paper, Computer Science & Engineering, Kenya, Volume 7 Issue 5, May 2018
Pages: 1409 - 1411Student's Performance Prediction Using FP-Tree Data Mining Techniques
Eliakim Ombati Akama
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015
Pages: 1165 - 1168Privacy Preserving Closed Frequent Pattern Mining
Anju Vijayan
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015
Pages: 1127 - 1129Trust Checking in Social Networks Using Data Mining
Archa.S
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015
Pages: 2041 - 2047Adaptive Analysis of Knowledge Engineering and Pattern Recognition on Medical Data
Jani Basha, Dasari. Rajesh
Review Papers, Computer Science & Engineering, India, Volume 5 Issue 6, June 2016
Pages: 2539 - 2541Classification of Data Using LAD
Aishwarya Jadhav, Vaishali Nandedkar
Similar Articles with Keyword 'text mining'
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2205 - 2207A Survey of Generating Multi-Document Summarizations
Patil Ajita S., P. M. Mane
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015
Pages: 1750 - 1751Automatic Emotion Generation and Summarization form Perceptual Text ? A Survey
Sayalee Sandeep Raut, Kavita P. Shirsat
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015
Pages: 2461 - 2466A Review of Text Mining Techniques Associated with Various Application Areas
Dr. Shilpa Dang, Peerzada Hamid Ahmad
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 2222 - 2226A Comparative Study on Text mining Techniques
Peerzada Hamid Ahmad, Dr. Shilpa Dang
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 2366 - 2368A Survey on Effective Quality Enhancement of Text Clustering & Classification Using METADATA
Padmaja Shivane, Rakesh Rajani
Similar Articles with Keyword 'social sensing'
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015
Pages: 2037 - 2039Traffic Detection Using Tweets on Twitter Social Network
Supriya Bhosale, Sucheta Kokate
Research Paper, Computer Science & Engineering, Bangladesh, Volume 8 Issue 2, February 2019
Pages: 938 - 941Cloud-Based Disaster Management Using Mobile Edge Computing Mechanism
Arunavo Dey, Nahid Anwar