Showing posts with label sentiment-analysis. Show all posts
Showing posts with label sentiment-analysis. Show all posts
Sentiment analysis and opinion mining on educational data: A survey
*** Abstract: Sentiment analysis AKA opinion mining is one of the most widely used NLP applications to identify human intentions from their ...
Survey on sentiment analysis: evolution of research methods and topics
*** Abstract: Sentiment analysis, one of the research hotspots in the natural language processing field, has attracted the attention of res...
A Novel Approach for Emotion Detection and Sentiment Analysis for Low Resource Urdu Language Based on CNN-LSTM
*** Abstract: Emotion detection (ED) and sentiment analysis (SA) play a vital role in identifying an individual’s level of interest in any g...
Using sentiment analysis to evaluate qualitative students’ responses
*** Text analytics in education has evolved to form a critical component of the future SMART campus architecture. Sentiment analysis and qu...
Crowd Decision Making: Sparse Representation Guided by Sentiment Analysis for Leveraging the Wisdom of the Crowd
*** Abstract: The “wisdom of the crowd” theory states that a nonexpert crowd makes smarter decisions than a reduced set of experts. Social ...
Two-Level LSTM for Sentiment Analysis With Lexicon Embedding and Polar Flipping
*** Abstract: Sentiment analysis is a key component in various text mining applications. Numerous sentiment classification techniques, incl...
Construction of English Translation Model Based on Neural Network Fuzzy Semantic Optimal Control
*** Abstract: This work addresses four aspects of the English translation model: consistency, model structure, semantic understanding, and k...
Lexicon-Based vs. Bert-Based Sentiment Analysis: A Comparative Study in Italian
*** Abstract: Recent evolutions in the e-commerce market have led to an increasing importance attributed by consumers to product reviews mad...
Sentiment classification of Chinese Weibo based on extended sentiment dictionary and organisational structure of comments
*** Abstract: Sentiment classification can provide the decision support of social applications such as trend judgment, public opinion monito...
Deep Sentiment Analysis: A Case Study on Stemmed Turkish Twitter Data
*** Abstract: Sentiment analysis using stemmed Twitter data from various languages is an emerging research topic. In this paper, we address...
Systematic reviews in sentiment analysis: a tertiary study
*** Abstract: With advanced digitalisation, we can observe a massive increase of user-generated content on the web that provides opinions of...
A Training-Optimization-Based Method for Constructing Domain-Specific Sentiment Lexicon
*** Abstract: Sentiment analysis has been widely used in text mining of social media to discover valuable information from user reviews. Se...
Spider Monkey Crow Optimization Algorithm With Deep Learning for Sentiment Classification and Information Retrieval
*** Abstract: The epidemic increase in online reviews’ growth made the sentiment classification a fascinating domain in academic and industr...
Knowledge Guided Capsule Attention Network for Aspect-Based Sentiment Analysis
*** Abstract: Aspect-based (aspect-level) sentiment analysis is an important task in fine-grained sentiment analysis, which aims to automati...
Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis
*** Abstract: With the growing availability and popularity of sentiment-rich resources like blogs and online reviews, new opportunities and ...
A Multiple-Layer Machine Learning Architecture for Improved Accuracy in Sentiment Analysis
*** Abstract: Twitter is an online micro-blogging platform through which one can explore the hidden valuable and delightful information abou...
Sentiment Analysis for Social Media
*** Abstract: Sentiment analysis has become a key technology to gain insight from social networks. The field has reached a level of maturit...
STCS Lexicon: Spectral-Clustering-Based Topic-Specific Chinese Sentiment Lexicon Construction for Social Networks
*** Abstract: A sentiment lexicon is an important foundation for social network sentiment analysis. However, in social networks, the sentim...
Consensus Clustering of Tweet Networks via Semantic and Sentiment Similarity Estimation
*** Abstract: Although Twitter has become an important source of information, the number of accessible tweets is too large for users to easi...
A Novel Sentiment Polarity Detection Framework for Chinese
*** Abstract: Nowadays, mining opinions or sentiment from online user-generated text has become a research hot spot. Although a large amoun...
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