APQC Podcasts
Practical, Tactical Steps for Building Knowledge Graphs with Sara Nash
Jul 27, 2022
Sara Nash, a Senior Consultant at Enterprise Knowledge, shares her expertise on building knowledge graphs for effective knowledge management. She explains the critical steps, starting from identifying clear use cases to defining schemas and organizing data. Nash emphasizes the importance of collaboration to overcome challenges, such as siloed teams and the need for quality data. The discussion also highlights how knowledge graphs can personalize learning experiences, particularly in the healthcare sector, showcasing their transformative potential.
16:13
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Quick takeaways
- Establishing a clear use case is essential for successfully building a knowledge graph that meets specific user needs and addresses inefficiencies.
- Focusing on small, iterative developments while ensuring quality content can significantly enhance the success of knowledge graph initiatives across organizations.
Deep dives
Understanding Knowledge Graphs
Knowledge graphs are structures that represent information as interconnected concepts, providing intuitive access to data. A notable example is Google's knowledge panel, which displays key details about a searched topic, such as a movie, including its director and related actors. This format highlights the relationships between various entities, allowing users to explore connections in a meaningful way. Knowledge graphs serve not only to organize information but also to power various applications like recommendation systems and chatbots.
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