Text mining approaches for dealing with the rapidly expanding literature on COVID-19

LL Wang, K Lo - Briefings in Bioinformatics, 2021 - academic.oup.com
… to support text mining applications over the COVID-19 … shared tasks that have been introduced
for COVID-19. We compile a … and open challenges for text mining the COVID-19 literature. …

Infodemia and COVID-19: a text mining analysis

W De Caro - European Journal of Public Health, 2020 - academic.oup.com
… In the light of above this study aims to analyze press coverage during the COVID-…
COVID-19 on Facebook and Instagram posting activity, regarding publications with word ‘Coronavirus’, …

Using text mining to glean insights from COVID-19 literature

BS Anderson - Journal of Information Science, 2023 - journals.sagepub.com
text clustering–based analysis of COVID-19 research articles. Owing to the proliferation of
published COVID… The study analyzes 83,264 abstracts from research articles related to COVID-…

[HTML][HTML] A critical analysis of COVID-19 research literature: Text mining approach

FD Zengul, AG Zengul, MJ Mugavero, N Oner… - Intelligence-based …, 2021 - Elsevier
… a text-mining approach as an alternative to navigating large volumes of COVID-19 literature.
… In our text mining analyses of NIH's COVID-19 Portfolio, we discovered two sets of eleven …

An overview of literature on COVID-19, MERS and SARS: Using text mining and latent Dirichlet allocation

X Cheng, Q Cao, SS Liao - Journal of Information Science, 2022 - journals.sagepub.com
… The first contribution of the study is to present an overview of coronavirus literature using
text mining for coronavirus-related research, offer a structured morphology of the existing …

Mining coronavirus (covid-19) posts in social media

N Karisani, P Karisani - arXiv preprint arXiv:2004.06778, 2020 - arxiv.org
… In none of the experiments we did any text pre-processing. Since there is a randomness in
… classification problem–detecting the positive reports of COVID19 from Twitter data. Since the …

[HTML][HTML] Use and validation of text mining and cluster algorithms to derive insights from corona virus disease-2019 (COVID-19) medical literature

S Reddy, R Bhaskar, S Padmanabhan… - Computer Methods and …, 2021 - Elsevier
… or text mining can help mine useful information and knowledge from large volumes of biomedical
literature. The objective of text mining … In this context, we offer an innovative text mining

The impact of the coronavirus pandemic on supply chains and their sustainability: a text mining approach

A Meyer, W Walter, S Seuring - Frontiers in sustainability, 2021 - frontiersin.org
… analyzing how text mining can provide insights on the impact of the coronavirus pandemic on
… A method applies text mining of general newspapers as well as SC and logistic newspaper …

A text mining implementation based on Twitter data to analyse information regarding corona virus in Indonesia

EE Pratama, RL Atmi - Journal of Computers for Society, 2020 - ejournal.upi.edu
… This approach is generally used to analyze data that is semi-structured such as text. Based
… to corona virus will be carried out based on tweets from Twitter using text mining methods. …

Research lines on the impact of the COVID-19 pandemic on business. A text mining analysis

P Carracedo, R Puertas, L Marti - Journal of Business Research, 2021 - Elsevier
… This paper proposes the use of text mining methodology to detect lines of research centred
around the coronavirus, and the results can be used to mark out policies to be implemented. …