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KGC 2023: Knowledge Graph-Driven Recommendations

François Scharffe, Co-Founder of the Knowledge Graph ConferenceByFrançois Scharffe

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 to drive customer-facing recommendations very efficiently. Also, KG-driven recommendations mean IKEA can offer meaningful content to customers who have not opted-in to share their personal data.

Technical topics covered: 

  • Ontologies
  • Recommender Systems
  • Data Privacy
  • Resource Description Framework (RDF)
  • Semantic Web

 

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François Scharffe, Co-Founder of the Knowledge Graph Conference

Further Reading

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

François Scharffe, Co-Founder of the Knowledge Graph ConferenceByFrançois Scharffe

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 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)

François Scharffe, Co-Founder of the Knowledge Graph ConferenceByFrançois Scharffe

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 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

François Scharffe, Co-Founder of the Knowledge Graph ConferenceByFrançois Scharffe

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…

Image of Michael Atkin
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5 Questions with Michael Atkin

François Scharffe, Co-Founder of the Knowledge Graph ConferenceByFrançois Scharffe

1. Tell us about yourself. I have a strange and sordid history. I’ve been an analyst and advocate for data management since 1985. I started with publishers–the owners of intellectual property–as they discovered concepts associated with the principles of data management. After publishing, I concentrated my efforts on the financial industry, learning how data goes…

Read all the news in the knowledge graph industry in this fortnightly roundup for January 17th, 2025

Fortnightly Knowledge Graph News Roundup [17 January 2025]

Bryce Merkl Sasaki, Blog Editor at Knowledge Graph ConferenceByBryce Merkl Sasaki

Welcome back to another fortnightly news roundup from around the knowledge graph industry for the week ending on January 17th, 2025. 2025 Predictions, Articles, & Hot Takes Tony Seale – the Knowledge Graph Guy – shares his predictions for knowledge graphs in 2025 [LinkedIn] Michael Iantosca has only one, bold prediction for 2025 [LinkedIn]   Jay…

Watch this talk on using knowledge graphs to ensure compliance and data privacy using metadata
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KGC 2024 Session: Unlocking the Power of Knowledge Graphs in Data Isolation

François Scharffe, Co-Founder of the Knowledge Graph ConferenceByFrançois Scharffe

Please enjoy this talk “Unlocking the Power of Knowledge Graphs in Data Isolation,” from the Knowledge Graph Conference 2024 given by Richard Beatch, Semantic Modeling Executive Director, and by Matthew Rawlings, Data Strategy & Head of Product, both from JPMorganChase.     Talk description: Many industries are regulated to varying degrees. Regulations frequently impact how…