Amazon's algorithms boost vaccine misinformation, says study

News Karnataka

Amazon's algorithms boost vaccine misinformation, says study

Amazon's algorithms boost vaccine misinformation, says study

IANS   ¦    Jan 30, 2021 08:22:49 AM (IST)

Amazon\'s algorithms boost vaccine misinformation, says study-1

New York: Amid growing concern that e-commerce platforms are amplifying vaccine-misinformation, a new study by researchers at the University of Washington has found that Amazon hosts a large number of misinformative products belonging to categories such as books, ebooks, health, personal care and apparel.

The results led to a dataset of 4,997 Amazon products annotated for health misinformation, said the study published at preprint repository arXiv.org.

For the study, Prerna Juneja and Tanushree Mitra, both from The Information School at the University of Washington, conducted two-sets of algorithmic audits for vaccine misinformation on the search and recommendation algorithms of Amazon.

Their aim was to empirically determine the amount misinformation returned by its search and recommendation algorithm.

They also investigated whether personalisation due to user history plays any role in amplifying misinformation.

So, they did a systematic audit search-results belonging to vaccine-related search-queries without logging into the platform -- unpersonalised audits.

They found 10.47 per cent of search-results promote misinformative health products on the platform.

"We found that search results returned for many vaccine-related queries contain a large number of misinformative products leading to high misinformation bias," the researchers said.

Moreover, misinformative products are also ranked higher than debunking products, the results said.

Next, they analysed the effects of personalisation due to account-history, where history is built progressively by performing various real-world user-actions, such as clicking a product.

"Our study also suggests the presence of a filter-bubble effect in recommendations, where users performing actions on misinformative products are presented with more misinformation in their homepages, product page recommendations and pre-purchase recommendations," the researchers said.

The findings come amid criticism that Amazon has not been successful in properly regulating health-related products on the platform.

But in a recent blog post, Amazon said that during 2020, it reviewed almost 10,000 product listings and removed over two million products for violating its offensive or controversial guidelines, VentureBeat reported.






When it comes to entertainment, there are great options for each one of our readers. One option that we wanted to bring up is online casino entertainment and if you are interested feel free to check out casinoexpressindia.com, where you will find the best online casino sites and useful information. .