AIMC Topic: Sentiment Analysis

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LSTM-DGWO-Based Sentiment Analysis Framework for Analyzing Online Customer Reviews.

Computational intelligence and neuroscience Feb 11, 2023
Sentiment analysis furnishes consumer concerns regarding products, enabling product enhancement development. Existing sentiment analysis using machine learning techniques is computationally intensive and less reliable. Deep learning in sentiment anal...
Commerce Machine Learning Sentiment Analysis Algorithms Electric Power Supplies
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Defining Virtual Consumerism Through Content and Sentiment Analyses.

Cyberpsychology, behavior and social networking Jan 31, 2023
This study set out to better understand virtual consumerism (VC) by applying natural language processing (NLP) methods for sentiment and content analyses. A total of 318 articles related to VC were identified on Web site and analyzed by text mining ...
Sentiment Analysis Software Humans Data Mining
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Qualitative and Artificial Intelligence-based Sentiment Analyses of Anti-LGBTI+ Hate Speech on Twitter in Turkey.

Issues in mental health nursing Jan 20, 2023
The aim of this study was to evaluate hate speech in Turkish LGBTI+-related tweets during a one-month period of artificial intelligence-based sentiment analyses. Turkish tweets related to LGBTI+, were retrieved using Python library Tweepy and were ev...
Hate Sentiment Analysis Turkey Artificial Intelligence Social Media Speech Humans
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Emotional Variance Analysis: A new sentiment analysis feature set for Artificial Intelligence and Machine Learning applications.

PloS one Jan 12, 2023
Sentiment Analysis (SA) is a category of data mining techniques that extract latent representations of affective states within textual corpuses. This has wide ranging applications from online reviews to capturing mental states. In this paper, we pres...
Artificial Intelligence Machine Learning Neural Networks, Computer Humans Sentiment Analysis Attitude
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A Lightweight Sentiment Analysis Framework for a Micro-Intelligent Terminal.

Sensors (Basel, Switzerland) Jan 9, 2023
Sentiment analysis aims to mine polarity features in the text, which can empower intelligent terminals to recognize opinions and further enhance interaction capabilities with customers. Considerable progress has been made using recurrent neural netwo...
Sentiment Analysis Semantics Neural Networks, Computer Language Machine Learning
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TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification.

IEEE transactions on neural networks and learning systems Jan 5, 2023
Sentiment classification is a form of data analytics where people's feelings and attitudes toward a topic are mined from data. This tantalizing power to "predict the zeitgeist" means that sentiment classification has long attracted interest, but with...
Humans Neural Networks, Computer Adenosine Triphosphate Sentiment Analysis Natural Language Processing Language
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A BERT Framework to Sentiment Analysis of Tweets.

Sensors (Basel, Switzerland) Jan 2, 2023
Sentiment analysis has been widely used in microblogging sites such as Twitter in recent decades, where millions of users express their opinions and thoughts because of its short and simple manner of expression. Several studies reveal the state of se...
Sentiment Analysis Emotions Electric Power Supplies Natural Language Processing Humans
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A Sentiment Analysis Anomaly Detection System for Cyber Intelligence.

International journal of neural systems Dec 31, 2022
Considering the 2030 United Nations intent of world connection, Cyber Intelligence becomes the main area of the human dimension able of inflicting changes in geopolitical dynamics. In cyberspace, the new battlefield is the mind of people including ne...
Sentiment Analysis Social Media Attitude Intention Humans Intelligence
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Text Sentiment Analysis Based on a New Hybrid Network Model.

Computational intelligence and neuroscience Dec 28, 2022
The research of text sentiment analysis based on deep learning is increasingly rich, but the current models still have different degrees of deviation in understanding of semantic information. In order to reduce the loss of semantic information and im...
Sentiment Analysis Semantics
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Content and sentiment analysis of gabapentinoid-related tweets: An infodemiology study.

Drug and alcohol review Dec 20, 2022
INTRODUCTION: The increasing number of gabapentinoid (pregabalin and gabapentin) harms, including deaths observed across countries is concerning to health-care professionals and policy makers. However, it is unclear if the public shares these concern...
Humans Infodemiology Pregabalin Sentiment Analysis Public Health Gabapentin
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