Knowledge Graph Insights
Larry Swanson
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Recent Episodes
Lulit Tesfaye: Semantic Architectures for the AI Era – Episode 52
Lulit Tesfaye Generative AI has prompted a flurry of experimentation in enterprises, resulting in a parade of failed pilots, unproven PoCs, and unrealized return on investment. Lulit Tesfaye helps…
Giancarlo Guizzardi: Ontology, Semantics, and Explainable AI – Episode 51
Giancarlo Guizzardi For nearly three decades, Giancarlo Guizzardi has researched and advanced the field of semantics and the practice of ontology and conceptual modeling. His work on the Unified…
Ora Lassila and Adrian Gschwend: RDF 1.2 Working Group Update – Episode 50
Ora Lassila and Adrian Gschwend Even as RDF has become ubiquitous in enterprises and across the web, its awkward handling of reification — the ability to refer to other statements in a graph — has…
Daniel Davis: Grounding Generative AI with Context Graphs – Episode 49
Daniel Davis Long before Foundation Capital published their "trillion dollar opportunity" article about them, Daniel Davis had been building a platform for context graphs. Daniel's work in complex…
Veronika Heimsbakk: Connecting Data Engineering and Knowledge Architecture – Episode 48
Veronika Heimsbakk With interest in knowledge graphs growing by the day, Veronika Heimsbakk is busier than ever with her efforts to connect the data engineering, information architecture, and…
Joe Reis: Fighting “Context” and Other Tech-Industry Hype – Episode 47
Joe Reis When Gartner declared 2026 "The Year of Context," Joe Reis leapt into action, immediately writing a good-natured satirical article about "context products," "context lakes," and the…
Robert Sanderson: Building Yale’s Cultural Heritage Knowledge Graph – Episode 46
Robert Sanderson Yale University manages huge collections of precious cultural heritage artifacts housed in multiple museums, libraries, and other collections. Using knowledge graph and ontology…
Max Gärber: Agentic AI Built on a Knowledge Graph Foundation – Episode 45
Max Gärber The promise of agentic AI is being realized in systems like the Service Copilot that Zeiss microscopes provides for its field service engineers. The system integrates technical…
Quentin Reul: Solving Business Problems with Neuro-Symbolic AI – Episode 44
Quentin Reul The complementary nature of knowledge graphs and LLMs has become clear, and long-time knowledge engineering professionals like Quentin Reul now routinely combine them in hybrid…
Jim Hendler: Scaling AI and Knowledge with the Semantic Web – Episode 43
Jim Hendler As the World Wide Web emerged in the late 1990s, AI experts like Jim Hendler spotted an opportunity to imbue in the new medium, in a scale-able way, knowledge about the information on…
Brad Bolliger: Pragmatic Semantic Modeling for Government Data – Episode 42
Brad Bolliger Brad Bolliger entered the knowledge graph space via enterprise software system design and data analytics. That background informs their pragmatic and strategic approach to the use of…
Tara Raafat: Human-Centered Knowledge Graph and Metadata Leadership – Episode 41
Tara Raafat At Bloomberg, Tara Raafat applies her extensive ontology, knowledge graph, and management expertise to create a solid semantic and technical foundation for the enterprise's…
Alexandre Bertails: The Netflix Unified Data Architecture – Episode 40
Alexandre Bertails At Netflix, Alexandre Bertails and his team have adopted the RDF standard to capture the meaning in their content in a consistent way and generate consistent representations of it…
Torrey Podmajersky: Aligning Language and Meaning in Complex Systems – Episode 39
Torrey Podmajersky Torrey Podmajersky is uniquely well-prepared to help digital teams align on language and meaning. Her father's interest in philosophy led her to an early intellectual journey…
Casey Hart: The Philosophical Foundations of Ontology Practice – Episode 38
Casey Hart Ontology engineering has its roots in the idea of ontology as defined by classical philosophers. Casey Hart sees many other connections between professional ontology practice and the…
Chris Mungall: Collaborative Knowledge Graphs in the Life Sciences – Episode 37
Chris Mungall Capturing knowledge in the life sciences is a huge undertaking. The scope of the field extends from the atomic level up to planetary-scale ecosystems, and a wide variety of disciplines…
Emeka Okoye: Exploring the Semantic Web with the Model Context Protocol – Episode 36
Emeka Okoye Semantic technologies permit powerful connections across a variety of linked data resources across the web. Until recently, developers had to learn the RDF language to discover and use…
Tom Plasterer: The Origins of FAIR Data Practices – Episode 35
Tom Plasterer Shortly after the semantic web was introduced, the demand for discoverable and shareable data arose in both research and industry. Tom Plasterer was instrumental in the early…
Mara Inglezakis Owens: A People-Loving Enterprise Architect – Episode 34
Mara Inglezakis Owens Mara Inglezakis Owens brings a human-centered focus to her work as an enterprise architect at a major US airline. Drawing on her background in the humanities and her pragmatic…
Frank van Harmelen: Hybrid Human-Machine Intelligence for the AI Age – Episode 33
Frank van Harmelen Much of the conversation around AI architectures lately is about neuro-symbolic systems that combine neural-network learning tech like LLMs and symbolic AI like knowledge…
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Knowledge Graph Insights has published 51 episodes since July 2024, covering topics in Business, Management.
Knowledge Graph Insights is currently highly active with new episodes every 2 weeks. Average episode length is 33m.
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