Keeping humans in the loop: A human-centric Knowledge Graph Conference

Reading time: 5 minutes

KGC 2025 recape

 

We’ve attended The Knowledge Graph Conference (KGC) numerous times and yet we’re always delighted to find that each year brings a refreshing perspective to a long-standing yet quickly-evolving industry. In this article, our Community Growth Manager, Larry Swanson, shares his report of this year’s KGC, specifically noting two talks that underscored the human-centric theme that recurred throughout the conference. Keep reading for his takeaways!

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We invite you to join our knowledge graph & AI community

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Smarter digital twins with metaphactory

 

Discover the Knowledge Graph & AI Hub, a global community for knowledge graph and AI enthusiasts, researchers and professionals—organized by metaphacts. 

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Smarter Digital Twins with metaphactory: AI, Knowledge Graphs and Asset Administration Shell for Industry 4.0

Reading time: approx. 10 minutes

Smarter digital twins with metaphactory

Discover how the Asset Administration Shell (AAS) and metaphactory transform industrial data exchange. This post explores how knowledge graphs and AI enhance AAS for interoperable digital twins and compliance with regulations like the Digital Product Passport (DPP).

 

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Transparent federation with FedX - Solving challenges with new optimization techniques

Reading time: approx. 10 - 12 minutes

Federation with FedX

Discover how transparent federation in metaphactory enables a unified view across distributed knowledge graphs, addressing challenges like data silos and compliance. Principal Engineer Andreas Schwarte discusses its evolution, optimization and real-world applications.

 

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Building an Enterprise Information Architecture from the top-down or bottom-up

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Enterprise Information Architecture metaphactory customer success stories

In this article written for The Knowledge Graph Conference, we explore the two typical approaches for implementing an EIA and offer recommendations for how you can ensure a smooth transformation of your data environment. Keep reading!

 

This post has also been published on The Knowledge Graph Conference blog.

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The future of information systems: Converging hybrid AI and enterprise modeling

Reading time: approx. 20 minutes

Enterprise Information Architecture metaphactory customer success stories

In this blog post, we recap a panel discussion from the HybridAIMS 2024 conference, which explores the impact the potential convergence of hybrid artificial intelligence and enterprise modeling could have on information systems.

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Identifying causal relationships with knowledge graphs and large language models

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Enterprise Information Architecture metaphactory customer success stories

In this article, we’ll discuss how LLMs and Symbolic AI drive precise, comprehensive and contextualized Causal Relationship Search and how it works in the Dimensions Knowledge Graph.

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Enterprise Information Architecture success stories from leading global organizations

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Enterprise Information Architecture metaphactory customer success stories

From disconnected data silos to a unified, knowledge-centric organization—discover how two multinational organizations reshaped their data culture with a semantic model-driven Enterprise Information Architecture.

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Efficient and high-performance operation of semantic models in Enterprise Information Architecture

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high efficiency of semantic models in EIA

In this guest post, Michael Schäfer, IT architect and Division Lead Multicloud & Modern Work at Netlution dives into how semantic knowledge models enable efficient data collection, organization, and utilization to drive business success, as well as important considerations when assessing the IT operating model for an EIA solution.

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Leveraging Knowledge Graphs at Scania and TRATON: A Revolution in Data Management

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Leveraging Knowledge Graphs at Scania and TRATON

In this guest blog post, Tanuja Gupta, Manager: Knowledge Graphs and Explainable AI at MAN and previously Solutions Architect and Knowledge Graph Ambassador at Scania (both part of TRATON GROUP), explains how knowledge graphs have helped Scania—a world-leading provider of transport solutions— and TRATON GROUP—one of the world’s largest commercial vehicle manufacturers—overcome data challenges and create a more connected, consumable, and actionable data environment across the enterprise and its sister brands.

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BIBFRAME dilemmas for libraries: Challenges and opportunities

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BIBFRAME workshop 2024

In this article, Richard Wallis, a distinguished Linked Data and Semantic Web expert and thought leader, shares insights from the recent BIBFRAME Workshop in Europe where he presented a novel knowledge graph-powered solution created for a major national library. He also explores the common challenges that libraries currently face and the opportunities that technologies like linked data and knowledge graphs can offer for managing and connecting massive data volumes, as well as improving the experience for library users.

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A guide to ontology governance in metaphactory

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Ontology governance in metaphactory

In this blog post, we’ll explore the importance of establishing policies and frameworks that govern the creation and management of ontologies within your organization. We also look at how metaphactory’s ontology management helps to facilitate proper governance.

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Revolutionizing HR Recruiting with Knowledge Graphs and LLMs: Introducing Zenia Graph's HR Recruiting Accelerator

Reading time: approx. 7 minutes

Revolutionizing HR Recruiting

Traditional HR recruiting often feels like searching for a needle in a haystack. Companies are inundated with resumes, and candidates are overwhelmed by the sheer number of job listings. Time-consuming manual processes, coupled with the challenge of finding the perfect candidate-job match, hinder efficiency and lead to suboptimal hiring decisions and missed opportunities. To revolutionize this critical function, Zenia Graph co-founders, Aurelije Zovko and Nina Zovko introduce their HR Recruiting Accelerator, a cutting-edge solution powered by the synergy of knowledge graphs and large language models.

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How a semantic model can elevate your enterprise information architecture

Reading time: approx. 11 minutes

Why our enterprise information architecture needs a semantic model

If your organization doesn’t already have an enterprise information architecture in place—it should, and if you do have one, it should be based on a semantic model. In this article, we’ll explain what an “enterprise information architecture” is and how it can support your enterprise with decision intelligence, knowledge democratization and enterprise-wide optimization.

 

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Breathing new life into old drugs: The promise of drug repositioning

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Breathing New Life into Old Drugs: The Promise of Drug Repositioning

In the ever-evolving world of pharmaceuticals, an intriguing strategy has gained traction: drug repositioning. Also known as drug repurposing, reprofiling, redirecting, or switching— this approach involves finding new uses for existing medications. While it comes with its own set of challenges, drug repositioning offers several advantages, including a potential solution to the current slowdown in new drug discovery.

 

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How to approach semantic modeling: Perspectives from a metaphacts friend

Reading time: approx. 7 minutes

How to approach semantic modeling

In this blog post, guest author Veronika Heimsbakk, knowledge graph lead at Capgemini, shares her approach to creating semantic knowledge models for clients. Read this guide to learn how she works together with clients to build semantic knowledge models from the ground up and discover practices you can apply to your own semantic modeling initiatives.

 

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How to create a knowledge graph application with metaphactory and Amazon Neptune

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How to create a knowledge graph application with metaphactory and Amazon Neptune

This article is a follow-up in a series where we show how you can use metaphactory to build an end-user application using its dynamic model-driven components, driven by SPARQL queries. It originally appeared on the Amazon AWS blog and was republished and edited with permission from our partners at Amazon AWS.

 

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Exploring app-building in metaphactory with the metaphacts Nobel Prize assets bundle

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App-building in metaphactory using Nobel Prize assets

 

In this blog post, we discuss the metaphacts Nobel Prize App, where you can explore information and gain deeper insights into the awards, prize winners and uncover any relations between them — all while experiencing the full range of app-building capabilities metaphactory has to offer.

  

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How BKW Energie resolved smart meter choke points with a knowledge graph

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BKW use case of knowledge graphs

 

This blog post is a recap of a presentation held at the 2023 Knowledge Graph Symposium about BKW Energie's smart meter operations, the data challenges they experienced and how knowledge graphs supported this complex use case.

 

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Using knowledge graph-based LLM for relation & event detection

Reading time: approx. 9-10 minutes

The Superpowers of Ontotext’s Relation and Event Detector

This post originally appeared on the Ontotext website and is republished and edited with the permission of our partners at Ontotext. In this blog post, we explore Ontotext’s latest knowledge graph-powered solution that works with LLMs to transform raw news content into actionable data for events impact assessment and risk and opportunity detection. 

 

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