Knowledge Tree
Relations (1)
related 2.00 — strongly supporting 3 facts
Amazon is the developer and primary user of the AutoKnow system, which it utilizes to build a large-scale retail product knowledge graph as described in [1] and [2]. Furthermore, AutoKnow is categorized as a closed-source toolset implemented by Amazon, as noted in [3].
Facts (3)
Sources
Construction of Knowledge Graphs: State and Challenges - arXiv arxiv.org 3 facts
claimThe pipeline or toolset implementations for NELL and AI-KG, as well as five of the seven toolsets analyzed (including Amazon's AutoKnow and Apple's SAGA), are closed-source.
referenceAutoKnow is a closed-source system used by Amazon to create a retail product knowledge graph by processing product catalogs and consumer shopping behavior logs using machine learning and distant supervision.
measurementIn an experimental execution, the AutoKnow system constructed a product graph at Amazon containing more than 30 million entities and 1 billion relations, assigned to 19,000 entity types and 1,000 relation types.