Blog Archives
Analyzing and Optimizing Content for the Semantic Layer
As I wrote in my previous post, Adding Context to Content in the Semantic Layer, the organizational challenge of effectively generating, managing, and distributing content can be addressed by integrating content into a semantic layer. The semantic layer enriches the … Continue reading
Synergizing Knowledge Graphs with Large Language Models (LLMs): A Path to Semantically Enhanced Intelligence
Why do Large Language Models (LLMs) sometimes produce unexpected or inaccurate results, often referred to as ‘hallucinations’? What challenges do organizations face when attempting to align the capabilities of LLMs with their specific business contexts? These pressing questions underscore the … Continue reading
Extending Taxonomies to Ontologies
Sometimes the words “taxonomy” and “ontology” are used interchangeably, and while they are closely related, they are not the same thing. They are both considered kinds of knowledge organization systems to support information and knowledge management. Yet there is often … Continue reading
Make Content Management Systems Work for You: Designing Your CMS to Deliver KM Solutions
The most common use case our clients report for implementing their Content Management System (CMS) is “we needed a place to store our documents.” When they come to Enterprise Knowledge (EK), they’ve begun to realize that storing content is one … Continue reading
Resolving Uniform Resource Identifiers (URIs)
Organizations that are getting started with the Resource Description Framework (RDF) often ask “Why do all of the entity identifiers look like URLs? Are they supposed to actually go somewhere?” This can be difficult to answer without taking the time to … Continue reading
Jumpstarting Your Semantic Solution Design with UML Diagrams
Where do I start? Whether it be a taxonomy, an ontology, or a knowledge graph, this is a common question that we get from clients when they are beginning their scoping journey. We get it. It is difficult to define … Continue reading
Optimizing Your Taxonomy in SharePoint Online: Search Filters
All too often, clients come to Enterprise Knowledge (EK) with the issue that “we cannot find anything in our SharePoint sites.” Because of its highly configurable nature, SharePoint can quickly become the wild west of your organization if it is … Continue reading
Three Pillars of Successful Data Catalog Adoption
Data catalogs function as a central library of information about content and data across an enterprise, making them a useful metadata management tool. They can aid organizations that struggle with poorly documented metadata, duplicated data work, and wasted time due … Continue reading
The Value of Data Catalogs for Data Scientists
Introduction After the Harvard Business Review called Data Scientist the sexiest job of the 21st century in 2012, much attention went into the interdisciplinary field of data science. Students and professionals were curious to know more about what data scientists … Continue reading
A Data Scientist Perspective on Knowledge Graphs (Part 1): the Data-Driven Challenge
Photographer: Johannes Plenio This series of articles is a data scientist, and data engineer, perspective on knowledge graphs, which is intended not only for other data scientists and engineers, the nerdy role in the office that no one truly understands; … Continue reading