Understanding and comprehending humans' views, beliefs, attitudes, or opinions toward a particular entity is sentiment analysis (SA). Advancements in e‐commerce platforms has led …
In recent years, some methods of sentiment analysis have been developed for the health domain; however, the diabetes domain has not been explored yet. In addition, there is a lack …
S Zhou, Q Chen, X Wang - Neurocomputing, 2014 - Elsevier
By embedding prior knowledge into the learning structure, this paper presents a two-step semi-supervised learning method called fuzzy deep belief networks (FDBN) for sentiment …
M Huang, H Xie, Y Rao, Y Liu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the growing availability and popularity of sentiment-rich resources like blogs and online reviews, new opportunities and challenges have emerged regarding the identification …
Financial news plays a significant role with regard to predicting the behaviour of financial markets. However, the exponential growth of financial news on the Web has led to a need …
X Sun, C Li, F Ren - Neurocomputing, 2016 - Elsevier
Related research for sentiment analysis on Chinese microblog is aiming at the analysis procedure of posts. The length of short microblog text limits feature extraction of microblog …
O Appel, F Chiclana, J Carter - Acta Polytechnica Hungarica, 2015 - acta.uni-obuda.hu
This article has multiple objectives. First of all, the fundamental concepts and challenges of the research field known as Sentiment Analysis (SA) are presented. Secondly, a summary of …
J Li, J Li, X Fu, MA Masud, JZ Huang - Knowledge-Based Systems, 2016 - Elsevier
Learning distributed word representations has been a popular method for various natural language processing applications such as word analogy and similarity, document …
H Al-Rubaiee, R Qiu, D Li - 2016 international conference on …, 2016 - ieeexplore.ieee.org
Social media has recently become a rich resource in mining user sentiments. In this paper, Twitter has been chosen as a platform for opinion mining in trading strategy with Mubasher …