Emotion Detection from text: A Survey
*** Abstract This survey describes recent works in the field of Emotion Detection from text, being a part of the broader area of Affective C...
Emotion Detection and Sentiment Analysis in Text Corpus: A Differential Study with Informal and Formal Writing Styles
*** ABSTRACT: Text, either online or offline can be presented in two different writing styles: formal and informal writing style. A Piece o...
Emotion classification of social media posts for estimating people’s reactions to communicated alert messages during crises
*** Abstract: One of the key factors influencing how people react to and behave during a crisis is their digital or non-digital social netwo...
Sentiment analysis of short informal texts
*** Abstract: We describe a state-of-the-art sentiment analysis system that detects (a) the sentiment of short informal textual messages suc...
Comparative Analysis of K-Means and Fuzzy C-Means Algorithms
*** Abstract: In the arena of software, data mining technology has been considered as useful means for identifying patterns and trends of l...
UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization
. Abstract— Topic modeling has been widely used for analyzing text document collections. Recently, there have been significant advancement...
Sentiment analysis based on clustering: a framework in improving accuracy and recognizing neutral opinions
*** Abstract: Clustering-based sentiment analysis is a novel approach for analyzing opinions expressed in reviews, comments or blogs. In co...
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