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What are Knowledge Graphs?

Science & Technology


Introduction

It's becoming clear that a semantic model is needed to describe certain processes. Semantic models for business are crucial, as they involve understanding where business rules are situated within an organization. Typically, business rules exist within applications, making them somewhat opaque and difficult to decipher. They can also be found in communication channels like Slack messages, on whiteboards, or even solely in the minds of employees. These rules are rarely explicitly declared and are almost never operationalized. Enter knowledge graphs. Knowledge graphs aim to transform implicit business knowledge into explicit, defining the semantics associated with the business.

Keywords

Semantic model, business rules, organization, applications, knowledge graphs, explicit knowledge, semantics

FAQ

  1. What are knowledge graphs? Knowledge graphs are tools designed to make implicit business knowledge explicit by defining the semantics associated with the business.

  2. Where do business rules typically reside within an organization? Business rules can be found within applications, communication channels like Slack, on whiteboards, or solely in the minds of employees.

  3. Why are semantic models for business important? Semantic models help in understanding and operationalizing business rules within an organization, making processes more transparent and efficient.