According to a brand new world-first research, carried out by Australia’s nationwide science company the CSIRO, AI could possibly predict when an individual will drop out of a web-based weight reduction program.
The analysis discovered that utilizing “machine learning” – a technique of “teaching” a pc to recognise patterns by coaching it on information containing examples – scientists can precisely predict “when a user is going to disengage” with their program.
The expertise, the CSIRO identified, may show notably useful because the nation’s charge of weight problems continues to soar.
A staggering 67 per cent of Aussies are overweight or obese, with eight per cent of all illnesses attributable partly to weight problems.
Research scientist with CSIRO’s Australian e-Health Research Centre and lead writer on the paper, Dr Aida Brankovic, stated machine studying may show invaluable in battling weight problems in the long term.
“Despite the growing application and adoption of technology in health interventions, one persistent challenge remains – engagement deterioration or non-usage attrition,” Brankovic stated.
“The successful machine learning model used in the study predicted disengagement from the program on a weekly basis, based on the user’s total activity on the platform, including weight entries from the weeks prior.
“With this data, digital well being interventions can turn into extra tailor-made, supportive and provide customers a larger likelihood of constructing long-term life-style adjustments.
“Importantly, the machine learning model used in this study can also be adjusted and applied to large cohorts of data in other online programs requiring engagement.”
Almost 60,000 folks had been surveyed within the analysis.
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Source: www.9news.com.au
