A MapReduce opinion mining for COVID-19-related tweets classification using enhanced ID3 decision tree classifier
F Es-Sabery, K Es-Sabery, J Qadir… - IEEE …, 2021 - ieeexplore.ieee.org
Opinion Mining (OM) is a field of Natural Language Processing (NLP) that aims to capture
human sentiment in the given text. With the ever-spreading of online purchasing websites …
human sentiment in the given text. With the ever-spreading of online purchasing websites …
Exploring the performance of ensemble machine learning classifiers for sentiment analysis of COVID-19 tweets
Since the beginning of the global COVID-19 pandemic, measuring public opinion has been
considered as one of the most critical issues for decision-makers to fight against the …
considered as one of the most critical issues for decision-makers to fight against the …
ETCNN: extra tree and convolutional neural network-based ensemble model for COVID-19 tweets sentiment classification
Pandemics influence people negatively and people experience fear and disappointment.
With the global outspread of COVID-19, the sentiments of the general public are …
With the global outspread of COVID-19, the sentiments of the general public are …
[HTML][HTML] Sentiment analysis of COVID-19 social media data through machine learning
Pandemics are a severe threat to lives in the universe and our universe encounters several
pandemics till now. COVID-19 is one of them, which is a viral infectious disease that …
pandemics till now. COVID-19 is one of them, which is a viral infectious disease that …
[HTML][HTML] COVID-19 related sentiment analysis using state-of-the-art machine learning and deep learning techniques
The coronavirus disease 2019 (COVID-19) pandemic has influenced the everyday life of
people around the globe. In general and during lockdown phases, people worldwide use …
people around the globe. In general and during lockdown phases, people worldwide use …
360 degree view of cross-domain opinion classification: a survey
In the field of natural language processing and text mining, sentiment analysis (SA) has
received huge attention from various researchers' across the globe. By the prevalence of …
received huge attention from various researchers' across the globe. By the prevalence of …
TClustVID: A novel machine learning classification model to investigate topics and sentiment in COVID-19 tweets
Abstract COVID-19, caused by SARS-CoV2 infection, varies greatly in its severity but
presents with serious respiratory symptoms with vascular and other complications …
presents with serious respiratory symptoms with vascular and other complications …
Deep sentiment classification and topic discovery on novel coronavirus or COVID-19 online discussions: NLP using LSTM recurrent neural network approach
Internet forums and public social media, such as online healthcare forums, provide a
convenient channel for users (people/patients) concerned about health issues to discuss …
convenient channel for users (people/patients) concerned about health issues to discuss …
Opinion mining on US Airline Twitter data using machine learning techniques
AI Saad - 2020 16th international computer engineering …, 2020 - ieeexplore.ieee.org
The Airline sector is an important field nowadays in the market. In order to keep that sector
alive and up to date we have to consider opinion mining. Text sentiment analysis is a …
alive and up to date we have to consider opinion mining. Text sentiment analysis is a …
[HTML][HTML] Opinion mining for national security: techniques, domain applications, challenges and research opportunities
Background Opinion mining, or sentiment analysis, is a field in Natural Language
Processing (NLP). It extracts people's thoughts, including assessments, attitudes, and …
Processing (NLP). It extracts people's thoughts, including assessments, attitudes, and …