Addressing Label Sparsity With Class-Level Common Sense for Google Maps

Addressing Label Sparsity With Class-Level Common Sense for Google Maps

Successful knowledge graphs (KGs) solved the historical knowledge acquisition bottleneck by supplanting the previous expert focus with a simple, crowd-friendly one: KG nodes represent popular people, places, organizations, etc., and the graph arcs represent common sense relations like affiliations,...

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Bibliographic Details
Main Authors: Chris Welty, Lora Aroyo, Flip Korn, Sara M. McCarthy, Shubin Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-03-01
Series:Frontiers in Artificial Intelligence
Subjects:
map
knowledge graph
crowdsourcing
class-level attributes
common sense
knowledge acquisition
Online Access:https://www.frontiersin.org/articles/10.3389/frai.2022.830299/full

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