Classification of multi-lingual tweets, into multi-class model using Naïve Bayes and semi-supervised learning

AH Khan, M Zubair - Multimedia Tools and Applications, 2020 - Springer
Twitter is a social media platform which has been proven to be a great tool for insights of
emotions about products, policies etc. through a 280-character message called tweet …

A comparison of supervised machine learning approaches for categorized tweets

M Vadivukarassi, N Puviarasan, P Aruna - International Conference on …, 2019 - Springer
In Twitter, the user send their opinion in small messages called as tweets. In this paper,
machine learning techniques have been implemented for tweet categorization. The machine …

Sentiment analysis of Twitter messages based on multinomial Naive Bayes

A Trilla, F Alıas - Comput. Surv, 2012 - tass.sepln.org
This article adapts a Text Classification scheme based on Multinomial Naive Bayes to deal
with Twitter messages labelled with six classes of sentiment as well as with their topic. The …

Text categorization using sentiment analysis

C Bhagat, D Mane - … of International Conference on Computational Science …, 2020 - Springer
Twitter is an online social networking site where people can write short messages called
tweets to express their emotions on any issue. In the existing system, classification of the …

[PDF][PDF] A feature selection method for twitter news classification

I Dilrukshi, K De Zoysa - International Journal of Machine Learning …, 2014 - academia.edu
This paper presence a new feature selection method which can be used for creating data set
in order to classify Twitter short messages. The Twitter short messages contain only 140 …

Arabic ChatGPT tweets classification using RoBERTa and BERT ensemble model

M Mujahid, K Kanwal, F Rustam, W Aljedaani… - ACM Transactions on …, 2023 - dl.acm.org
ChatGPT OpenAI, a large-language chatbot model, has gained a lot of attention due to its
popularity and impressive performance in many natural language processing tasks …

[PDF][PDF] Simulated and self-sustained classification of Twitter data based on its sentiment

SN Vinithra, SJA Selvan, MA Kumar… - Indian Journal of …, 2015 - academia.edu
We present a methodology for naturally grouping the estimation of Twitter messages.
Miniaturized scale websites are a testing new wellspring of data for information mining …

TwitterBulletin: An Intelligent and Real-Time Automated News Categorization Tool for Twitter.

S Demirci, S Sagiroglu - JUCS: Journal of Universal …, 2022 - search.ebscohost.com
Social media platforms have become popular news sources thanks to their immense
popularity and high speed of information dissemination. Using these platforms is essential …

[HTML][HTML] Short text classification for Arabic social media tweets

SM Alzanin, AM Azmi, HA Aboalsamh - Journal of King Saud University …, 2022 - Elsevier
With the rapid growth in the number of tweets published daily on Twitter, automated
classification of tweets becomes necessary for broad diverse applications (eg, information …

[HTML][HTML] A tweet sentiment classification approach using an ensemble classifier

KP Vidyashree, AB Rajendra, HL Gururaj… - International Journal of …, 2024 - Elsevier
Social media users are more receptive to products or events and share their thoughts
through raw textual data, which is classified as semi-structured data. This data, which is …