Industry-scale Knowledge Graphs: Lessons and Challenges
Natasha F. Noy, Yuqing Gao, Anshu N. Jain, Anant Narayanan, Alan Patterson, Jamie Taylor · Queue · 2019
This article looks at the knowledge graphs of five diverse tech companies, comparing the similarities and differences in their respective experiences of building and using the graphs, and discussing the challenges that all knowledge-driven enterprises face today. The collection of knowledge graphs discussed here covers the breadth of applications, from search, to product descriptions, to social networks.