The Key to Solving Broken Data Analysis Telephone Across your Organization
May 10 | KGC 2023
•
29m
Tired of wondering why your critical business numbers don’t match? Overhead of propagating data knowledge in your organization getting you down? Hear from dbt Labs Director (Data & Community) Anna Filippova on how to apply a knowledge graph approach to managing data in an organization to help you 1) reduce decision making complexity, 2) minimize organizational inefficiencies and 3) empower more people in an organization to access and use data effectively. Using the example of the dbt Semantic Layer, the session will cover how to think about data like a structured graph (rather than a data swamp), why this will help you break down information silos in your organization, and practical advice for how your organization should evolve to embrace this transformation.
Up Next in May 10 | KGC 2023
-
Methods for Natural Language Search o...
Natural language search over a knowledge graph presents unique challenges as the entities of a knowledge graph differ in structure compared to traditional documents. In this talk, we discuss methods of implementing natural language search over entity space within a knowledge graph using such tech...
-
Learning Concept Embeddings with a Tr...
We present a novel approach for learning embeddings of concepts from knowledge bases expressed in the ALC description logic. They reflect the semantics in such a way that it is possible to compute an embedding of a complex concept from the embeddings of its parts by using appropriate neural const...
-
Leave no Thought Behind: Encoding Con...
Many industries store vast amounts of information as natural language. Current methods for composing this text into knowledge graphs parse a small set of relations from within a larger document. The author's specific diction is approximated by the vocabulary of the model. In domains where precise...