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Tag: Knowledge Graph

The Semantic Exchange: Metadata Within the Semantic Layer

EK Team . July 1, 2025 . News

Enterprise Knowledge is pleased to introduce a new webinar series, The Semantic Exchange. This session is the third of a five part series where we invite fellow practitioners to tune in and hear more about work we’ve published from the … Continue reading

Posted in
Taxonomy & Ontology Design
Tagged as
AIknowledge graphKnowledge ManagementMetadatasemantic datasemantic layerTaxonomy Designuse case

The Semantic Exchange: What is Semantics and Why Does it Matter?

EK Team . June 26, 2025 . News

Enterprise Knowledge is pleased to introduce a new webinar series, The Semantic Exchange. This session is number two of a five part series where we invite fellow practitioners to tune in and hear more about work we’ve published from the … Continue reading

Posted in
Taxonomy & Ontology Design
Tagged as
knowledge graphKnowledge Managementsemantic dataTaxonomy Design

The Semantic Exchange: Why Your Taxonomy Needs SKOS Webinar

EK Team . June 18, 2025 . News

Enterprise Knowledge is pleased to introduce a new webinar series, The Semantic Exchange. We’re kicking off a five part series where we invite fellow practitioners to tune in and hear more about work we’ve published from the authors themselves. In … Continue reading

Posted in
Taxonomy & Ontology Design
Tagged as
knowledge graphKnowledge Managementsemantic web standardsSKOSTaxonomy Design

Graph Analytics in the Semantic Layer: Architectural Framework for Knowledge Intelligence

Fernando Aguilar Islas . June 17, 2025 . Blog

Introduction As enterprises accelerate AI adoption, the semantic layer has become essential for unifying siloed data and delivering actionable, contextualized insights. Graph analytics plays a pivotal role within this architecture, serving as the analytical engine that reveals patterns and relationships … Continue reading

Posted in
Artificial Intelligence Knowledge Graphs & Data Modeling
Tagged as
AIAnalytics Graphartificial intelligencegraph analyticsknowledge graphknowledge intelligencellmsLPGsemantic layer

Beyond Traditional Machine Learning: Unlocking the Power of Graph Machine Learning

Kaleb Schultz . June 12, 2025 . Blog

Traditional machine learning (ML) workflows have proven effective in a wide variety of use cases, from image classification to fraud detection. However, traditional ML leaves relationships between data points to be inferred by the model, which can limit its ability … Continue reading

Posted in
Artificial Intelligence Knowledge Graphs & Data Modeling
Tagged as
AIgraph analyticsgraph machine learningknowledge graphmachine learning

The Role of Taxonomy in Labeled Property Graphs (LPGs) & Graph Analytics

Annabel Lane . June 2, 2025 . Blog

Taxonomies play a critical role in deriving meaningful insights from data by providing structured classifications that help organize complex information. While their use is well-established in frameworks like the Resource Description Framework (RDF), their integration with Labeled Property Graphs (LPGs) … Continue reading

Posted in
Artificial Intelligence Knowledge Graphs & Data Modeling Taxonomy & Ontology Design
Tagged as
AIartificial intelligencegraph analyticsknowledge graphLPGsemantic layerTaxonomy

Enhancing Insurance Fraud Detection through Graph-Based Link Analysis

EK Team . May 21, 2025 . Case Study

A national agency overseeing insurance claims engaged EK to advise on developing and implementing graph-based analytics to support fraud detection. EK applied key concepts such as knowledge graphs, graph-based link analysis for detecting potentially suspicious behavior, and the underlying technology architecture required to instantiate a fully functional solution at the agency to address client challenges. Continue reading

Posted in
Knowledge Graphs & Data Modeling Technology Solutions
Tagged as
graph analyticsknowledge graphlink analysismachine learningRoadmaptechnology architecture

Women’s Health Foundation – Semantic Classification POC

EK Team . April 10, 2025 . Case Study

A humanitarian foundation focusing on women’s health faced a complex problem: determining the highest impact decision points in contraception adoption for specific markets and demographics. Two strategic objectives drove the initiative—first, understanding the multifaceted factors (from product attributes to social influences) that guide women’s contraceptive choices, and second, identifying actionable insights from disparate data sources. The key challenge was integrating internal survey response data with internal investment documents to answer nuanced competency questions such as, “What are the most frequently cited factors when considering a contraceptive method?” and “Which factors most strongly influence adoption or rejection?” This required a system that could not only ingest and organize heterogeneous data but also enable executives to visualize and act upon insights derived from complex cross-document analyses. Continue reading

Posted in
Artificial Intelligence Data Management Services Knowledge Graphs & Data Modeling
Tagged as
AI solutionsAI Strategyenterprise knowledge graphknowledge graphOntologyRoadmapSearchsemantic rag

Cutting Through the Noise: An Introduction to RDF & LPG Graphs

Ben Kass . April 9, 2025 . White Paper

Graph is good. From capturing business understanding to support standardization and data analytics to informing more accurate LLM results through Graph-RAG, knowledge graphs are an important component of how modern businesses translate data and content into actionable knowledge and information. … Continue reading

Posted in
Knowledge Graphs & Data Modeling Knowledge Management Strategy & Design
Tagged as
knowledge graphLPGRDFuse case

What are the Different Types of Graphs? The Most Common Misconceptions and Understanding Their Applications

Lulit Tesfaye . March 14, 2025 . Blog

Over 80% of enterprise data remains unstructured, and with the rise of artificial intelligence (AI), traditional relational databases are becoming less effective at capturing the richness of organizational knowledge assets, institutional knowledge, and interconnected data. In modern enterprise data solutions, … Continue reading

Posted in
Knowledge Graphs & Data Modeling
Tagged as
knowledge graphknowledge intelligence
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