Users rely heavily on social media to consume and share news, facilitating the mass dis-
semination of genuine and fake stories. The proliferation of misinformation on various social …

Social networking sites have become a habitual component, with sites like Twitter and
Facebook being the 7th and 2nd favorite sites having millions of subscribers [1]. Such sites …

The perception of security refers to the subjective evaluation of risks related to security
events and the magnitude of their consequences. Negative perceptions have severe …

The study of the perception of security helps to understand the feeling of citizens in the face
of risk and the magnitude of its consequences, to understand the fear of crime. Traditionally …

Twitter is a popular social media platform that gives users the ability to send text messages
with a maximum length of 280 characters which causes a lot of use of word variations that …

This paper presents a fast and efficient approach for text classification using KNN for
different feature selection method. Typically, this approach evaluates the performance of the …

Natural Language Processing, specifically text classification or text categorization, has
become a trend in computer science. Commonly, text classification is used to categorize …

This study aims to reflect the real-world utilities of machine learning applications by
implementing a set of different text classification algorithms in terms of accuracy and …

In the last few years, deep learning has shown promising improvements in natural language
processing (NLP). LSTM, Bi-LSTM, and Convolutional Neural Networks (CNNs) are …

Nowadays, we have seen the technology reaching new heights than ever before. Hence a
lot of good chances of employment have been created for a lot of people. But each and …