Comprehensive Study on Lexicon-based Ensemble Classification Sentiment Analysis
*** Abstract: We propose a novel method for counting sentiment orientation that outperforms supervised learning approaches in time and memor...
Emotion Detection and Recognition from Text Using Deep Learning
*** Why emotion detection? Emotion Detection and Recognition from text is a recent field of research that is closely related to Sentiment An...
Theory of Variable Fuzzy Sets for Artificial Emotions Prediction
*** Abstract: Emotions have a very important impact on human’s beliefs, motivations, actions, and physical states. Emotions predicting and ...
A Comprehensive Survey of Clustering Algorithms
*** Abstract: Data analysis is used as a common method in modern science research, which is across communication science, computer science a...
Sentiment, emotion, purpose, and style in electoral tweets
*** Abstract: Social media is playing a growing role in elections world-wide. Thus, automatically analyzing electoral tweets has applicatio...
Probabilistic Word Selection via Topic Modeling
. Abstract— We propose selective supervised Latent Dirichlet Allocation (ssLDA) to boost the prediction performance of the widely studied s...
Effective Use of Word Order for Text Categorization with Convolutional Neural Networks
*** Abstract: Convolutional neural network (CNN) is a neural network that can make use of the internal structure of data such as the 2D stru...
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