Cargando…

Leveraging natural language processing and geospatial time series model to analyze COVID-19 vaccination sentiment dynamics on Tweets

OBJECTIVE: To develop and apply a natural language processing (NLP)-based approach to analyze public sentiments on social media and their geographic pattern in the United States toward coronavirus disease 2019 (COVID-19) vaccination. We also aim to provide insights to facilitate the understanding of...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ye, Jiancheng, Hai, Jiarui, Wang, Zidan, Wei, Chumei, Song, Jiacheng
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2023
Materias:	Research and Applications
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10097455/ https://www.ncbi.nlm.nih.gov/pubmed/37063408 http://dx.doi.org/10.1093/jamiaopen/ooad023

Ejemplares similares

Leveraging machine learning to analyze sentiment from COVID‐19 tweets: A global perspective
por: Rahman, Md Mahbubar, et al.
Publicado: (2022)

Leveraging Tweets for Artificial Intelligence Driven Sentiment Analysis on the COVID-19 Pandemic
por: Alkhaldi, Nora A., et al.
Publicado: (2022)

Analysing sentiment change detection of Covid-19 tweets
por: Theocharopoulos, Panagiotis C., et al.
Publicado: (2023)

Social Networking Service, Patient-Generated Health Data, and Population Health Informatics: National Cross-sectional Study of Patterns and Implications of Leveraging Digital Technologies to Support Mental Health and Well-being
por: Ye, Jiancheng, et al.
Publicado: (2022)

A Proposed Sentiment Analysis Deep Learning Algorithm for Analyzing COVID-19 Tweets
por: Kaur, Harleen, et al.
Publicado: (2021)

A natural language processing approach for analyzing COVID-19 vaccination response in multi-language and geo-localized tweets
por: Canaparo, Marco, et al.
Publicado: (2023)

COVID-19 analytics: Towards the effect of vaccine brands through analyzing public sentiment of tweets
por: Shahriar, Khandaker Tayef, et al.
Publicado: (2022)

Aliro: an automated machine learning tool leveraging large language models
por: Choi, Hyunjun, et al.
Publicado: (2023)

The Painful Tweet: Text, Sentiment, and Community Structure Analyses of Tweets Pertaining to Pain
por: Tighe, Patrick J, et al.
Publicado: (2015)

Online Influence and Sentiment of Fitness Tweets: Analysis of Two Million Fitness Tweets
por: Vickey, Theodore, et al.
Publicado: (2017)

Data on sentiments and emotions of olympic-themed tweets
por: Vertalka, Joshua J., et al.
Publicado: (2019)

Sentimental study of CAA by location-based tweets
por: Vashisht, Geetika, et al.
Publicado: (2021)

Tweet sentiment quantification: An experimental re-evaluation
por: Moreo, Alejandro, et al.
Publicado: (2022)

A BERT Framework to Sentiment Analysis of Tweets
por: Bello, Abayomi, et al.
Publicado: (2023)

Geospatial analysis of misinformation in COVID-19 related tweets
por: Forati, Amir Masoud, et al.
Publicado: (2021)

RuSentiTweet: a sentiment analysis dataset of general domain tweets in Russian
por: Smetanin, Sergey
Publicado: (2022)

Tweets Classification on the Base of Sentiments for US Airline Companies
por: Rustam, Furqan, et al.
Publicado: (2019)

Knowledge-Based Tweet Classification for Disease Sentiment Monitoring
por: Ji, Xiang, et al.
Publicado: (2016)

Sentimental and spatial analysis of COVID-19 vaccines tweets
por: Umair, Areeba, et al.
Publicado: (2022)

Sentiment Analysis of Tweets on Menu Labeling Regulations in the US
por: Yang, Yuyi, et al.
Publicado: (2023)

Deep neural networks ensemble for detecting medication mentions in tweets
por: Weissenbacher, Davy, et al.
Publicado: (2019)

Sub-national longitudinal and geospatial analysis of COVID-19 tweets
por: Cuomo, Raphael E., et al.
Publicado: (2020)

Leveraging Devices, Data and Discovery for Smarter Healthcare in Japan
por: Sawa, Tomohiro
Publicado: (2011)

Sentiment Analysis of Health Care Tweets: Review of the Methods Used
por: Gohil, Sunir, et al.
Publicado: (2018)

Sentiment Analysis on Tweets about Diabetes: An Aspect-Level Approach
por: Salas-Zárate, María del Pilar, et al.
Publicado: (2017)

Sentiment analysis tracking of COVID-19 vaccine through tweets
por: Sarirete, Akila
Publicado: (2022)

A reliable sentiment analysis for classification of tweets in social networks
por: AminiMotlagh, Masoud, et al.
Publicado: (2022)

The geospatial data quality REST API for primary biodiversity data
por: Otegui, Javier, et al.
Publicado: (2016)

Sentiment Analysis of Shared Tweets on Global Warming on Twitter with Data Mining Methods: A Case Study on Turkish Language
por: Kirelli, Yasin, et al.
Publicado: (2020)

Studying Public Perception about Vaccination: A Sentiment Analysis of Tweets
por: Raghupathi, Viju, et al.
Publicado: (2020)

Using sentiment analysis to predict opinion inversion in Tweets of political communication
por: Matalon, Yogev, et al.
Publicado: (2021)

Making sense of tweets using sentiment analysis on closely related topics
por: Bhatnagar, Sarvesh, et al.
Publicado: (2021)

Sentimental Analysis of COVID-19 Tweets Using Deep Learning Models
por: Chintalapudi, Nalini, et al.
Publicado: (2021)

AraCust: a Saudi Telecom Tweets corpus for sentiment analysis
por: Almuqren, Latifah, et al.
Publicado: (2021)

Sentiment and emotion trends in nurses' tweets about the COVID‐19 pandemic
por: Xavier, Teenu, et al.
Publicado: (2022)

Using rule-based natural language processing to improve disease normalization in biomedical text
por: Kang, Ning, et al.
Publicado: (2013)

Natural language processing for abstraction of cancer treatment toxicities: accuracy versus human experts
por: Hong, Julian C, et al.
Publicado: (2020)

Natural language processing systems for pathology parsing in limited data environments with uncertainty estimation
por: Odisho, Anobel Y, et al.
Publicado: (2020)

Natural language processing for automated annotation of medication mentions in primary care visit conversations
por: Ganoe, Craig H, et al.
Publicado: (2021)

Identifying primary and recurrent cancers using a SAS-based natural language processing algorithm
por: Strauss, Justin A, et al.
Publicado: (2013)

Cannot write session to /tmp/vufind_sessions/sess_gkf6cmegc39gf20dft3pgdr006