CDO Matters Podcast CDO Matters Ep. 65 | Demystifying Knowledge Graphs
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Dec 13, 2024 In this engaging discussion, Sumit Pal, an ex-Gartner analyst and Strategic Technology Director at Ontotext, dives deep into knowledge graphs and their growing significance in the data landscape. He explains how these graphs enhance data relationships and reasoning, setting the stage for improved AI operations. Sumit highlights their critical role in uncovering insights, particularly in sectors like finance for fraud detection. He also unpacks the synergy between knowledge graphs and AI, showcasing their transformative potential in data management and integration.
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Knowledge Graph Enhancement
- Knowledge graphs enhance graphs with semantic metadata, enabling reasoning and inferencing.
- They combine data and metadata, unlike traditional databases, which store them separately.
Graphs in Daily Life
- Social media, GPS, cell phone tower handovers, and the internet all utilize graph data structures.
- Knowledge graphs add a semantic layer on top of these graphs.
Search Engine Knowledge Graphs
- Google Search and Bing use knowledge graphs to provide contextual information alongside search results.
- When searching for "Albert Einstein", related information appears due to knowledge graphs.