ORCID Profile
0000-0003-2200-9703
Current Organisations
UNSW Sydney
,
CSIRO
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Publisher: ACM
Date: 12-06-2023
Publisher: Association for the Advancement of Artificial Intelligence (AAAI)
Date: 03-04-2019
Abstract: ‘Watch The Flu’ is a tool that monitors tweets posted in Australia for symptoms of influenza. The tool is a unique combination of two areas of artificial intelligence: natural language processing and time series monitoring, in order to assist public health surveillance. Using a real-time data pipeline, it deploys a web-based dashboard for visual analysis, and sends out emails to a set of users when an outbreak is detected. We expect that the tool will assist public health experts with their decision-making for disease outbreaks, by providing them insights from social media.
Publisher: Wiley
Date: 05-2020
DOI: 10.1002/ENG2.12152
Publisher: Association for Computational Linguistics
Date: 2019
DOI: 10.18653/V1/W19-5015
Publisher: Informa UK Limited
Date: 30-09-2019
Publisher: Association for Computing Machinery (ACM)
Date: 16-10-2019
DOI: 10.1145/3361141
Abstract: Epidemic intelligence deals with the detection of outbreaks using formal (such as hospital records) and informal sources (such as user-generated text on the web) of information. In this survey, we discuss approaches for epidemic intelligence that use textual datasets, referring to it as “text-based epidemic intelligence.” We view past work in terms of two broad categories: health mention classification (selecting relevant text from a large volume) and health event detection (predicting epidemic events from a collection of relevant text). The focus of our discussion is the underlying computational linguistic techniques in the two categories. The survey also provides details of the state of the art in annotation techniques, resources, and evaluation strategies for epidemic intelligence.
Publisher: Ovid Technologies (Wolters Kluwer Health)
Date: 2020
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Date: 2020
Publisher: Public Library of Science (PLoS)
Date: 17-03-2020
Publisher: ACM
Date: 20-04-2020
Location: Australia
No related grants have been discovered for Aditya Joshi.