Speaker "Jeff Palmucci" Details Back
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Name
Jeff Palmucci
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Company
Tripadvisor
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Designation
Director
Topic
Classification Using Crowdsourced Data at Scale
Abstract
Tripadvisor has on average 340 unique monthly visitors and 350 million reviews and opinions. We classify our millions of locations into hundreds of different categories using review text, votes collected from our users, and machine learning techniques. This talk will cover some interesting issues that arise when building large numbers of models using crowdsourced data and the solutions we have developed.