KDD 2019 | 150 successful Machine Learning models: 6 lessons learned at Booking.com

150 successful Machine Learning models: 6 lessons learned at Booking.com Booking.com is the world’s largest online travel agent where millions of guests find their accommodation and millions of accommodation providers list their properties including hotels, apartments, bed and breakfasts, guest houses, and more. During the last years we have applied Machine Learning to improve the experience of ou

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booking.comにおいて機械学習のプロダクション利用を通じて得られた知見がまとまっている。予測のレイテンシとコンバージョン率の関係とか調べていて最高っぽい。