Naïve Bayes-Support Vector Machine Combined BERT to Classified Big Five Personality on Twitter

Email Worm Detection Using Naïve Bayes and Support Vector Machine

Forecasting Stock Price Movements Based on Opinion Mining and Sentiment Analysis: An Application of Support Vector Machine and Twitter Data

Today, social networks are fast and dynamic communication intermediaries that are a vital business tool. This study aims at examining the views of those involved with Facebook stocks so that we can summarize their views to predict the general behavior of this stock and collectively consider possible Facebook stock price movements, and create a more accurate pattern compared to previous patterns...

A Comparison of Support Vector Machines, Memory-based and Naïve Bayes Techniques on Spam Recognition

This paper presents a comparison of support vector machines (SVM), memory-based learning (MBL) and Naïve Bayes (NB) techniques for the classification of legitimate and spam mails. Although there are a number of method-comparative studies regarding spam mail filtering, most of the studies are tested on separate data sets. In order to evaluate the effectiveness of SVM, MBL and NB methods, we have...

Personality and prejudice: from Big Five personality factors to facets.

Extending our previous research on personality and prejudice, we tested the predictive power of Big Five facet compared with factor scores in three studies. Study 1 (N=170) examined the predictive power of factors and facets when explaining generalized prejudice, a composite of four prejudice types. Study 2 (N=158) focused on sexism and Study 3 (N=80) examined the impact of personality and expe...

Acoustic detection of apple mealiness based on support vector machine

Mealiness degrades the quality of apples and plays an important role in fruit market. Therefore, the use of reliable and rapid sensing techniques for nondestructive measurement and sorting of fruits is necessary. In this study, the potential of acoustic signals of rolling apples on an inclined plate as a new technique for nondestructive detection of Red Delicious apple mealiness was investigate...