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Using Machine Learning to Build a Semantic Understanding of Mobile Apps

October 21, 2016
9:20 am - 9:40 am
GRB 330 A

Track: Artificial Intelligence
Type: Presentation
Level: Beginner/Intermediate

Play Genome’s purpose is to build a common sense semantic understanding of apps and games in order to improve app discovery. We use an ensemble approach to learn discreet facts about apps from developer provided descriptions, reviews, web pages, images, videos, etc. Deep neural networks, semi-supervised machine learning, and traditional NLP all contribute to our knowledgebase.


, Google, Inc