Why Knowledge Graphs May Fuel AI Development

Begin with a single use case, linking just a few data sets and reports, and add data and links to it organically so that it's a dynamic structure. Once you have a use case, identify the content you'll need and classify it according to a taxonomy. While you can refer to industry standard taxonomies for ideas, invest the time to make the taxonomy meaningful for your organization and understand how users organize their information. Buying taxonomies out of the box or contracting a consultant to do it for you is bound to lead to problems. The organizing structure becomes even more powerful -- an ontology -- when you use semantic indexing to replace users' own words with synonyms to better understand what they mean.