Top Challenges from the first Practical Online Controlled Experiments Summit
作者: Somit GuptaRonny KohaviDiane TangYa Xu
刊名: ACM SIGKDD Explorations Newsletter, 2019, Vol.21 (1), pp.20-35
来源数据库: Association for Computing Machinery Journal
DOI: 10.1145/3331651.3331655
原始语种摘要: Online controlled experiments (OCEs), also known as A/B tests, have become ubiquitous in evaluating the impact of changes made to software products and services. While the concept of online controlled experiments is simple, there are many practical challenges in running OCEs at scale. To understand the top practical challenges in running OCEs at scale and encourage further academic and industrial exploration, representatives with experience in large-scale experimentation from thirteen different organizations (Airbnb, Amazon, Booking.com, Facebook, Google, LinkedIn, Lyft, Microsoft, Netflix, Twitter, Uber, Yandex, and Stanford University) were invited to the first Practical Online Controlled Experiments Summit. All thirteen organizations sent representatives. Together these organizations...
全文获取路径: ACM  (合作)
分享到:

×
关键词翻译
关键词翻译
  • first 第一
  • running 运转
  • papers 证件
  • industry 工业
  • products 制品
  • scale 度盘
  • provide 规定
  • December 十二月
  • become 成为
  • ubiquitous 同时普遍存在的