[HTML][HTML] Social media based surveillance systems for healthcare using machine learning: a systematic review

A Gupta, R Katarya - Journal of biomedical informatics, 2020 - Elsevier
Background Real-time surveillance in the field of health informatics has emerged as a
growing domain of interest among worldwide researchers. Evolution in this field has helped …

Review of machine learning techniques for mosquito control in urban environments

A Joshi, C Miller - Ecological Informatics, 2021 - Elsevier
Abstract Machine learning (ML) techniques excel at forecasting, clustering, and classification
tasks, making them valuable for various aspects of mosquito control. In this literature review …

On the evaluation and combination of state-of-the-art features in Twitter sentiment analysis

J Carvalho, A Plastino - Artificial Intelligence Review, 2021 - Springer
Sentiment analysis of short informal texts, such as tweets, remains a challenging task due to
their particular characteristics. Much effort has been made in the literature of Twitter …

Citizen science: An information quality research frontier

R Lukyanenko, A Wiggins, HK Rosser - Information Systems Frontiers, 2020 - Springer
The rapid proliferation of online content producing and sharing technologies resulted in an
explosion of user-generated content (UGC), which now extends to scientific data. Citizen …

Not everything is as it seems: Digital technology affordance, pandemic control, and the mediating role of sociomaterial arrangements

L Mora, RKR Kummitha, G Esposito - Government Information Quarterly, 2021 - Elsevier
An overly favorable narrative has developed around the role played by digital technologies
in containing Covid-19, which oversimplifies the complexity of technology adoption. This …

Fog computing-based intelligent healthcare system for the detection and prevention of mosquito-borne diseases

V Vijayakumar, D Malathi… - Computers in Human …, 2019 - Elsevier
In recent years, fog computing emerges as a proactive solution for healthcare service as it
facilitates continuous monitoring of remote patient health and early detection of mosquito …

Sentiment analysis of public social media as a tool for health-related topics

F Arias, MZ Nunez, A Guerra-Adames… - IEEE …, 2022 - ieeexplore.ieee.org
For decades, researchers have experimented with the possibility that machines can equal
human linguistic capabilities. Recently, advances in the field of natural language processing …

An intelligent healthcare system for predicting and preventing dengue virus infection

SK Sood, V Sood, I Mahajan, Sahil - Computing, 2023 - Springer
Dengue is a mosquito-borne pandemic viral infection, which transmits to humans from
Female Aedes albopictis or Aedes agypti mosquitoes. It progressively deteriorates the …

An optical system to detect, surveil, and kill flying insect vectors of human and crop pathogens

JM Patt, A Makagon, B Norton, M Marvit… - Scientific Reports, 2024 - nature.com
Sustainable and effective means to control flying insect vectors are critically needed,
especially with widespread insecticide resistance and global climate change …

Early detection of seasonal outbreaks from twitter data using machine learning approaches

S Amin, MI Uddin, DH AlSaeed, A Khan, M Adnan - Complexity, 2021 - Wiley Online Library
Seasonal outbreaks have several different periods that occur primarily during winter in
temperate regions, while influenza may occur throughout the year in tropical regions …