The Architecture Used at LinkedIn to Improve Feature Management in Machine Learning Models [Jesus Rodriguez@Medium]
The scale of the machine learning problems that an organization like LinkedIn deals with results incomprehensible for data scientists. Building an maintaining a single, effective...
How Do Product Attributes and Reviews Moderate the Impact of Recommender Systems Through Purchase Stages? [Dokyun Lee & Kartik Hosanagar]
An interesting study on the impact of recommender systems in e-Commerce. While, on average, views, conversion|views, and final conversion rates varied by 15.3%, 21.6%, and...
Google medical researchers humbled when AI screening tool falls short in real-life testing [Devin Coldeway @TechCrunch]
Google achieved great ‘theoretical accuracy’ on the detection of diabetic retinopathy. However, in the real-world their approach didn’t perform so well. While this is not...
Why Recommendations On Netflix, Amazon, Or WeChat Could Be More Influential Than You Think [Forbes]
“When’s the last time you saw a movie in a cinema? How about the last time you watched a movie on Netflix? If you’re like...
Recommender Systems May Increase Citations [Scholarly Kitchen]
Recommender systems that promote related articles across publisher platforms increase citations according to a new study. The paper, The Citation Advantage of Promoted Articles in...