AIMC Topic: Sentiment Analysis

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Depression detection for twitter users using sentiment analysis in English and Arabic tweets.

Artificial intelligence in medicine Nov 19, 2023
Since depression often results in suicidal thoughts and leaves a person severely disabled daily, there is an elevated risk of premature mortality due to mental problems caused by depression. Therefore, it's crucial to identify the patient's mental il...
Happiness Humans Sentiment Analysis Language Depression Social Media
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MetaQA: Enhancing human-centered data search using Generative Pre-trained Transformer (GPT) language model and artificial intelligence.

PloS one Nov 13, 2023
Accessing and utilizing geospatial data from various sources is essential for developing scientific research to address complex scientific and societal challenges that require interdisciplinary knowledge. The traditional keyword-based geosearch appro...
Electric Power Supplies Gulf of Mexico Artificial Intelligence Sentiment Analysis Humans Language
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Amharic political sentiment analysis using deep learning approaches.

Scientific reports Oct 20, 2023
This study delves into the realm of sentiment analysis in the Amharic language, focusing on political sentences extracted from social media platforms in Ethiopia. The research employs deep learning techniques, including Convolutional Neural Networks ...
Agriculture Ethiopia Language Deep Learning Sentiment Analysis Humans
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Content framing role on public sentiment formation for pre-crisis detection on sensitive issue via sentiment analysis and content analysis.

PloS one Oct 18, 2023
Social media has been tremendously used worldwide for a variety of purposes. Therefore, engagement activities such as comments have attracted many scholars due its ability to reveal many critical findings, such as the role of users' sentiment. Howeve...
Humans Sentiment Analysis Software Emotions Social Media Attitude
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Quantum computing and machine learning for Arabic language sentiment classification in social media.

Scientific reports Oct 12, 2023
With the increasing amount of digital data generated by Arabic speakers, the need for effective and efficient document classification techniques is more important than ever. In recent years, both quantum computing and machine learning have shown grea...
Computing Methodologies Sentiment Analysis Machine Learning Language Social Media Quantum Theory Humans
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Sentiment Analysis of Tweets on Menu Labeling Regulations in the US.

Nutrients Oct 6, 2023
Menu labeling regulations in the United States mandate chain restaurants to display calorie information for standard menu items, intending to facilitate healthy dietary choices and address obesity concerns. For this study, we utilized machine learnin...
Machine Learning United States Humans Sentiment Analysis Social Media Public Opinion
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Neuromorphic Sentiment Analysis Using Spiking Neural Networks.

Sensors (Basel, Switzerland) Sep 6, 2023
Over the past decade, the artificial neural networks domain has seen a considerable embracement of deep neural networks among many applications. However, deep neural networks are typically computationally complex and consume high power, hindering the...
Brain Autonomous Vehicles Sentiment Analysis Neural Networks, Computer Databases, Factual Humans
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SentiUrdu-1M: A large-scale tweet dataset for Urdu text sentiment analysis using weakly supervised learning.

PloS one Aug 30, 2023
Low-resource languages are gaining much-needed attention with the advent of deep learning models and pre-trained word embedding. Though spoken by more than 230 million people worldwide, Urdu is one such low-resource language that has recently gained ...
Language Emotions Supervised Machine Learning Humans Sentiment Analysis
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Depression in South Korean Adolescents Captured by Text and Opinion Mining of Social Big Data.

International journal of environmental research and public health Aug 28, 2023
Depression in adolescence is recognized as an important social and public health issue that interferes with continued physical growth and increases the likelihood of other mental disorders. The goal of this study was to examine online documents poste...
Big Data Republic of Korea Adolescent Humans Data Mining Depression Sentiment Analysis
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On the use of aspect-based sentiment analysis of Twitter data to explore the experiences of African Americans during COVID-19.

Scientific reports Jul 2, 2023
According to data from the U.S. Center for Disease Control and Prevention, as of June 2020, a significant number of African Americans had been infected with the coronavirus disease, experiencing disproportionately higher death rates compared to other...
COVID-19 United States Social Media Black or African American Humans Pandemics Sentiment Analysis
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