Indian Railways Tweets Classification System using Naive Bayes Classifier

  • Unique Paper ID: 154480
  • PageNo: 312-316
  • Abstract:
  • With the advent of social media like Twitter, Facebook, Instagram it has been easier for people to voice their opinions, thoughts to a wider audience in a concise manner. Twitter has been increasingly used by organizations to address customer reviews, complaints and feedback. Many users resort to using social media for immediate response to their queries. But due to exceedingly large amount of data it becomes difficult for organizations to respond to every customer query or complaint. Some of these complaints might be urgent queries demanding immediate attention which due to vast data would be responded late. The proposed system uses Machine learning algorithm-Naïve Bayes to classify the tweets based on their urgency in order to respond to emergency tweets on a priority.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{154480,
        author = {Rutuja Samant and Gaurang Yadav and Diksha Poojary and Guruprasad Tandlekar and Manisha Ahirrao},
        title = {Indian Railways Tweets Classification System using Naive Bayes Classifier },
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {8},
        number = {11},
        pages = {312-316},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=154480},
        abstract = {With the advent of social media like Twitter, Facebook, Instagram it has been easier for people to voice their opinions, thoughts to a wider audience in a concise manner. Twitter has been increasingly used by organizations to address customer reviews, complaints and feedback. Many users resort to using social media for immediate response to their queries. But due to exceedingly large amount of data it becomes difficult for organizations to respond to every customer query or complaint. Some of these complaints might be urgent queries demanding immediate attention which due to vast data would be responded late. The proposed system uses Machine learning algorithm-Naïve Bayes to classify the tweets based on their urgency in order to respond to emergency tweets on a priority.},
        keywords = {Machine learning, Naïve Bayes Classifier, Twitter API. },
        month = {},
        }

Cite This Article

Samant, R., & Yadav, G., & Poojary, D., & Tandlekar, G., & Ahirrao, M. (). Indian Railways Tweets Classification System using Naive Bayes Classifier . International Journal of Innovative Research in Technology (IJIRT), 8(11), 312–316.

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