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An Opinion Mining for Indian Premier League Using Machine Learning Techniques

Journal: International Journal of Science and Research (IJSR) (Vol.10, No. 12)

Publication Date:

Authors : ; ; ;

Page : 1357-1360

Keywords : Social network; Opinion Mining; Machine Learning; Twitter; Stream Data Analysis;

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Social media has dramatically changed the way people express their opinion, appraisals or feelings towards entities or brand. Among many social media sites one of the free social service websites i. e. twitter, that permits users to publish their everyday life related events. As we know that twitter blog posts are being originated continually and Twitter having character short or limit to the Twitter posts (tweets) and also extremely compatible origins of continuous flow data for finding or detect opinion mining. Blog posts will reveal general or people emotions once taken in collection as an example throughout events like IPL 2016. Here our work presents, and provide the effectiveness of a machine learning model as positive or negative sentiment on tweets. The data collection of tweets and processing them by filtration best of the authorized IPL hashtags (#IPL 2016 and #IPL 9) which can be done through using of Twitter?s API (Application Programming Interface) service. We analyze the performance of the ?Random Forest? against existing supervised machine learning algorithms with respect to its accuracy, specificity, sensitivity etc. here explanation of our paper is to performed opinion mining for the event like Indian Premier League 2016 effectively.

Last modified: 2022-02-15 18:57:28