ISSN 2394-5125
 

Review Article 


CLASSIFICATION AND RANKING OF TRENDING TOPICS IN TWITTER USING TWEETS TEXT

N. Umakanth, S. Santhi.

Abstract
Every day millions of twitter user tweet their views on various topics using short messages of 140 to 280 characters length. Here we monitor the public opinion in twitter thereby identifying trending topics. To identify the current trending topics on Twitter, tweet classification is done. Tweet classification is a process of classifying the tweets based on the topics using the keywords of the tweets as a feature. Tweets are extracted from twitter using Twitter API. In the existing system, trending topics in twitter can be identified by hash tags. This work is going to categorize the tweets into seventeen classes and identify the trending topics by using words. Dataset used in this work is the list of tweets taken for two to three days from Twitter. By classifying tweets based on sensitive words for a certain time, top k most trending words from a topic will be obtained that convey the dynamic trend

Key words: Cosine Similarity, Frequency Distribution, Web Crawling, Trend Analysis, Text Classification, Topic Tracking.


 
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Pubmed Style

N. Umakanth, S. Santhi. CLASSIFICATION AND RANKING OF TRENDING TOPICS IN TWITTER USING TWEETS TEXT. JCR. 2020; 7(4): 895-899. doi:10.31838/jcr.07.04.171


Web Style

N. Umakanth, S. Santhi. CLASSIFICATION AND RANKING OF TRENDING TOPICS IN TWITTER USING TWEETS TEXT. http://www.jcreview.com/?mno=96150 [Access: March 31, 2020]. doi:10.31838/jcr.07.04.171


AMA (American Medical Association) Style

N. Umakanth, S. Santhi. CLASSIFICATION AND RANKING OF TRENDING TOPICS IN TWITTER USING TWEETS TEXT. JCR. 2020; 7(4): 895-899. doi:10.31838/jcr.07.04.171



Vancouver/ICMJE Style

N. Umakanth, S. Santhi. CLASSIFICATION AND RANKING OF TRENDING TOPICS IN TWITTER USING TWEETS TEXT. JCR. (2020), [cited March 31, 2020]; 7(4): 895-899. doi:10.31838/jcr.07.04.171



Harvard Style

N. Umakanth, S. Santhi (2020) CLASSIFICATION AND RANKING OF TRENDING TOPICS IN TWITTER USING TWEETS TEXT. JCR, 7 (4), 895-899. doi:10.31838/jcr.07.04.171



Turabian Style

N. Umakanth, S. Santhi. 2020. CLASSIFICATION AND RANKING OF TRENDING TOPICS IN TWITTER USING TWEETS TEXT. Journal of Critical Reviews, 7 (4), 895-899. doi:10.31838/jcr.07.04.171



Chicago Style

N. Umakanth, S. Santhi. "CLASSIFICATION AND RANKING OF TRENDING TOPICS IN TWITTER USING TWEETS TEXT." Journal of Critical Reviews 7 (2020), 895-899. doi:10.31838/jcr.07.04.171



MLA (The Modern Language Association) Style

N. Umakanth, S. Santhi. "CLASSIFICATION AND RANKING OF TRENDING TOPICS IN TWITTER USING TWEETS TEXT." Journal of Critical Reviews 7.4 (2020), 895-899. Print. doi:10.31838/jcr.07.04.171



APA (American Psychological Association) Style

N. Umakanth, S. Santhi (2020) CLASSIFICATION AND RANKING OF TRENDING TOPICS IN TWITTER USING TWEETS TEXT. Journal of Critical Reviews, 7 (4), 895-899. doi:10.31838/jcr.07.04.171





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