In addition, the value of sentiment perplexity is the smallest when the number of topics is set to be about 8, and its value is 0.542, and the positive sentiment density reaches the maximum value (0.648) as the sentiment score grows to 0.48. This paper explores the application of emotion ...
Emotional analysisNeural networkAlgorithmNowadays, people pay more and more emotional to the emotional analysis of specific goals. Due to the long training time of many networks, this paper proposes a neural network with specific Objective sentiment analysis. Compared with the current neural network, ...
A better Convnet version for sentiment analysis is published by Nal Kalchbrenner et al. in this paper. The author proposed a Dynamic Convolutional Neural Network (DCNN) architecture for sentence modeling tasks. Unsupervised Sentiment Neuron If you have a large corpus of emotion/polarity filled s...
american journal of applied sciences original research paper sentiment analysis: comparative study between gsvm and knn between 49,24 and 51,22 eastern longitude and 31,13 and 32,43 northern latitude. The most important for- est tree species are Quercus brantti var persica, Pista- cia mutica ...
american journal of applied sciences original research paper sentiment analysis: comparative study between gsvm and knn between 49,24 and 51,22 eastern longitude and 31,13 and 32,43 northern latitude. The most important for- est tree species are Quercus brantti var persica, Pista- cia mutica ...
Review Sentiment Analysis Based on Deep Learning With rapid development of E-commerce platforms, automated review sentiment analysis for commodities becomes a research focus, with main purpose to extract ... Z Hu,J Hu,W Ding,... - IEEE 被引量: 3发表: 2015年 Sentiment Analysis of Film ...
英文摘要:This paper compares the employment outcomes of liberal arts graduates from Dutch university colleges with those of their peers who pursued conventional, subject-specific bachelor’s degrees. Using data from the Dutch National Alumni Survey, the analysis includes 14,933 respondents who completed...
This study aims to explore users’ emotional changes and main concerns in different contexts through quantitative and qualitative analysis of Nail App user comments. The LDA theme model is used to analyze the comment data, and the results show that the positive comments mainly focus on the...
Sentiment analysis in multilingual context: Comparative analysis of machine learning and hybrid deep learning models This research paper investigates the efficacy of various machine learning models, including deep learning and hybrid models, for text classification in the... RK Das,M Islam,MM Hasan,....
In order to automate the online examinations,this paper proposes an automatic marking model based on sentence similarity for subjective questions.Firstly,the possibility of automatic evaluation of subjective questions is analyzed based on three text features,i.e.keyword,semantic and syntax.The submitted ...