Kaggle calls data scientists to action on COVID-19

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Kaggle, an internet group for knowledge scientists and a platform for knowledge science competitions, has unveiled a brand new and well timed bounty-paying problem: the COVID-19 Open Analysis Dataset Problem, or CORD-19.

CORD-19 asks AI and machine studying researchers to develop textual content and knowledge mining instruments to research a dataset comprising tens of hundreds of articles on virology and infectious illness. The aim is to assist present solutions for 10 duties, or traces of inquiry in regards to the illness.

The prize for every of the duties within the CORD-19 problem is $1,000, delivered as money or as a charitable donation to reseach and reduction efforts.

The world isn’t missing for analysis about COVID-19. Kaggle’s dataset accommodates “over 29,000 scholarly articles, together with over 13,000 with full textual content, about COVID-19, SARS-CoV-2, and releated coronaviruses,” in response to the problem introduction. However there’s little time to paw manually by means of these haystacks of analysis for the needles we’d like, so Kaggle is encouraging using machine studying methods like pure language processing to get related knowledge into the fitting fingers extra rapidly.

The CORD-19 duties revolve round frequent questions on COVID-19. Every of the high-level duties (e.g., What can we find out about COVID-19 threat elements?) contains numerous subtasks (e.g., What populations are extra inclined? What roles do smoking or pre-existing pulmonary illnesses play?).

Different COVID-19-related datasets are additionally accessible on Kaggle. These embrace a full RNA sequencing of the virus and particulars about earlier infectious illness outbreaks like Ebola and SARS.

Earlier Kaggle challenges associated to medical science featured tasks with longer and fewer pressing time frames, corresponding to devising better ways to screen for cervical cancer. Because the COVID-19 outbreak requires answers immediately, the Kaggle community is facing its first major test in real time.

Copyright © 2020 IDG Communications, Inc.

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