Category Archives: Data Mining

Data Mining

When Machines Learn: Predictive Analytics

In 1983, when I was 13, I got my first personal computer. It was a Brazilian CP-500 (in the picture on the right). I was one of the first kids in my class to have a computer at home, and … Continue reading

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Watch-It-Next: A Contextual TV Recommendation System

Last week my colleague Raz Nissim presented our joint work at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), which was held at Porto, Portugal. This was part of a Yahoo … Continue reading

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Contextual Recommendations in Multi-User Devices

My last project at Yahoo! Labs was focused on Recommender Systems for TV shows. In the presentation below, Ronny Lempel (who was my manager at this project) discusses the challenges of producing personalized recommendations in multi-user devices. This is joint … Continue reading

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On Bubbles and the Value of Data

In a recent article at Newsweek, Daniel Lyons claims that: “Data, by itself, is worthless. Facebook is betting it can create software algorithms to extract value from that data—essentially to perform a kind of techno-alchemy and turn zillions of meaningless … Continue reading

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