Learning material

Watch this talk on named entity resolution for enterprise knowledge graphs for better data accuracy
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KGC 2024: Entity-Resolved Knowledge Graphs

Please enjoy this talk “Entity-Resolved Knowledge Graphs,” from the Knowledge Graph Conference 2024 given by Paco Nathan, Principal DevRel Engineer at Senzing (also known as the “Gandalf of Graph Technology”). Talk description: Knowledge graphs have spiked recently in popular use, for example in retrieval augmented generation (RAG) methods used to mitigate hallucination in LLMs. Graphs…

Watch this talk on using a unified knowledge graph model to enforce multi-level data loss prevention
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KGC 2024: Dowsing for Data: A Unified Knowledge Model for Data Loss Prevention

Please enjoy this talk “Dowsing for Data: A Unified Knowledge Model for Data Loss Prevention,” from the Knowledge Graph Conference 2024 given by Michael Miller and Zach Tretter from Northrop Grumman.   Talk description: A scalable knowledge protection strategy is critical to an organization’s security and success. Companies safeguard sensitive metrics, intellectual property, and information regulated…

Watch this talk on how the knowledge graphs and an ontology were used to create a trading card game
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KGC 2024: Creating a Trading Card Game using Knowledge Graphs

Please enjoy this talk “Creating a Trading Card Game using Knowledge Graphs,” from the Knowledge Graph Conference 2024 given by Soaib Rashid, Co-Founder and CEO at The Tetraverse Company.   Talk description: Tetraverse Trading Card Game (TCG) is a unique blend of strategy and captivating artwork that sets it apart in the competitive trading card game…

Watch this talk on using a graph query engine to investigate data across multiple graph databases
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KGC 2024: Composite Queries for Multi-Domain Knowledge

Please enjoy this talk “Composite Queries for Multidomain Knowledge: Span Multiple Graphs without Blending Data,” from the Knowledge Graph Conference 2024 given by David Hughes,  Director of Engineering & AI at Graphable (now at Enterprise Knowledge).    Talk description: In the rapidly evolving landscape of data management, the ability to effectively handle diverse concerns such…

Watch this talk on massive-scale graph analytics using novel graph algorithms in the Arachne framework Watch this talk on massive-scale graph analytics using novel graph algorithms in the Arachne framework
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KGC 2024 Session: Arachne: An Open Source Framework for Graph Analytics

Please enjoy this talk “Arachne: An Open Source Framework for Graph Analytics,” from the Knowledge Graph Conference 2024 given by David A. Bader, PhD, Distinguished Professor of Data Science at the New Jersey Institute of Technology (NJIT).      Talk description: A real-world challenge in data science is to develop interactive methods for quickly analyzing…

Watch this workshop on how to throw knowledge graph workshops by Veronika Heimsbakk at KGC 2024
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KGC 2024 Session: A Workshop on Throwing KG Workshops

Please enjoy this presentation “A Workshop on Throwing Workshops” from the Knowledge Graph Conference 2024 given by Veronika Heimsbakk, Knowledge Graph Lead at Capgemini.    Workshop description: Welcome to an inspirational and creative meta-workshop on how to throw workshops! We will go hands-on, experience and learn first-hand how we can build successful workshops on outreaching…

Learn two approaches for building an enterprise information architecture and the trade-offs for each
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Building an Enterprise Information Architecture: Top-Down or Bottom-Up, Which Is Better?

metaphacts is a Gold Sponsor of the Knowledge Graph Conference 2025. Get your ticket today or learn more about sponsorship opportunities. *** Executing any type of enterprise-wide change can seem intimidating due to the processes involved and the need for alignment among various stakeholders and departments. 

Watch this talk on leveraging the knowledge inside your code base using knowledge graph technology
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KGC 2023: The Knowledge in Your Code

Please enjoy this talk “The Knowledge in Your Code,” from the Knowledge Graph Conference 2023 given by Stephen Goldbaum, Executive Director & Distinguished Engineer at Morgan Stanley.  Talk description: Business application developers put a wealth of business knowledge into their code. Too often, aside from executing, that information is left untapped for knowledge engineering purposes. …

Watch this talk on building a healthcare and life sciences knowledge graph using LLMs & graph databases
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KGC 2023: Building a Healthcare & Life Sciences Knowledge Graph

Please enjoy this talk “Building a Healthcare & Life Sciences Knowledge Graph with Synthea & ChatGPT,” from the Knowledge Graph Conference 2023 given by Dr. Jans Aasman, CEO of Franz Inc. Talk description: Jans Aasman introduces a plug-and-play healthcare knowledge graph for hospitals, showcasing how large language models like ChatGPT can automatically answer questions and…

Watch this talk on how UBS is building a connected data catalog for employees using knowledge graph
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KGC 2023: UBS Knowledge Graph: Building a Connected Data Catalog

Please enjoy this talk “UBS Knowledge Graph: Building a Connected Data Catalog,” from the Knowledge Graph Conference 2023 given by Gregor Wobbe, Head of Data Architecture at UBS. Talk description: UBS is building a new firm-wide data platform that will empower every employee to harness AI, data, and analytics to gain valuable insights for its…

Watch this talk on using knowledge graphs and FAIR data standards to improve pharmaceutical research
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KGC 2023: Building FAIR Solutions & Knowledge Graphs for Pharmaceutical Research

Please enjoy this talk “Building FAIR Solutions & Knowledge Graphs for Research in a Large Pharmaceutical Organization,” from the Knowledge Graph Conference 2023 given by John Apathy, Chief Solutions Officer at XponentL Data. Talk description: John Apathy’s keynote at the Knowledge Graph Conference 2023 addresses challenges faced by healthcare and pharmaceutical companies due to inadequate…

Watch this talk on enterprise content discovery using semantic recommender systems across industries
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KGC 2023: Semantic Recommendation Engines Case Studies

Please enjoy this talk “Semantic Recommendation Engines Case Studies: Bringing Enterprise Information Discovery to the 21st Century,” from the Knowledge Graph Conference 2023 given by Sara Duane and Sara Nash, Senior and Principal Consultants, respectively, at Enterprise Knowledge LLC.   Talk description: Content personalization and recommendation engines are pervasive in today’s society. They power some…

Watch this talk on using knowledge graphs in a recommendation engine while respecting data privacy
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KGC 2023: Knowledge Graph-Driven Recommendations

Please enjoy this talk “Knowledge Graph-Driven Recommendations,” from the Knowledge Graph Conference 2023 given by Katariina Kari, Lead Ontologist at Inter IKEA Systems. Talk description: The IKEA Knowledge Graph includes information about complementary products, their benefits, and some safety precautions that customers should know. This information is captured on a general level and allows IKEA…

Watch this panel discussion from KGC 2022 on the state of graph data science and knowledge graphs
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KGC 2022 Panel: Graph Data Science & Knowledge Graphs

Please enjoy this panel discussion “Graph Data Science & Knowledge Graphs,” from the KGC 2022 moderated by Dr. François Scharffe, Co-Founder of the Knowledge Graph Conference. Panel participants: Participating in the discussion was Dr. Alicia Frame, Neo4j; Dr. Jay Yu, TigerGraph; Dr. Souripriya Das, Oracle; Dr. Giuseppe Futia, GraphAware. The discussion was moderated by Dr….

Watch this panel discussion from KGC 2022 on the state of knowledge graph architecture in the industry
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KGC 2022 Panel: Knowledge Graph Architecture: Where Are We & Where Are We Going?

Please enjoy this panel discussion “Knowledge Graph Architecture: Where Are We & Where Are We Going?” from the Knowledge Graph Conference 2022 shared by Sara Nash, Juan Sequeda, and Gregor Wobbe.    Panel discussion summary: The panelists discussed the following topics: The state of knowledge graph architecture today Where should we be going? Lessons learned…

Watch this talk on graph neural network (GNN) design do’s and don’ts by Danai Koutra from Univ of Michigan
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2022 Talk: Beyond Homophily In Graph Neural Networks (GNNs)

Please enjoy this talk “Beyond Homophily in Graph Neural Networks (GNNs),” from the Knowledge Graph Conference 2024 given by Danai Koutra, Professor at the University of Michigan.  Talk description: In this talk, the University of Michigan’s Professor Danai Koutra presents her group’s research on identifying effective graph neural network (GNN) designs and introduces a new…

Watch this KGC 2022 talk on how all graph analytics can be reduced to four pairs of abstractions
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KGC 2022 Talk: A Taxonomy of Graph Analytics

Please enjoy this talk “A Taxonomy of Graph Analytics,” from the Knowledge Graph Conference 2022 given by Harry Powell, Head of Industry Solutions at TigerGraph as part of KGC’s graph data science series.  asdf Talk description: In his presentation, “A Taxonomy Of Graph Analytics,” Powell shares a taxonomy of graph data analytics that reduces…

Watch this talk on building a knowledge graph for customer 360 in the fintech / financial services space
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KGC 2022 Talk: How to Build a Customer 360 Knowledge Graph for FinTech

Please enjoy this talk “How To Build A Customer 360 Knowledge Graph for FinTech,” from the Knowledge Graph Conference 2022 given by Amit Jere, Vice President, and by Gautam Gupta, Group Manager, both at Intuit.   Talk description: This KGC 2022 sessions describes the journey of Jere and Gupta to build a Customer 360 financial…

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