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28 May 2025

Knowledge graph analytics (Glossary)

Artificial intelligence Automation Big data and smart data Digital transformation AI Glossary

Knowledge graph analytics is particularly at home in the areas of big data and smart data, artificial intelligence and digital transformation. The term describes methods and tools that are used to filter and analyse information from so-called knowledge graphs.

A knowledge graph represents information as a large, interconnected network. Nodes represent individual terms or objects, and edges show their relationships to each other. Knowledge graph analytics helps companies to analyse these many connections, identify patterns and make connections visible that remain hidden in traditional databases.

An illustrative example: an online shop uses knowledge graph analytics to understand how products, customer interests and reviews are related. This enables it to make better product recommendations because the analytics also recognise indirect relationships - for example between similar products or customer groups.

Knowledge graph analytics offers a clear advantage, particularly when processing large volumes of data. Companies gain deeper insights and can make more informed decisions. Knowledge graph analytics is therefore a modern tool for extracting new knowledge for your own business from large, complex data sets.

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Sanjay Sauldie

Sanjay Sauldie is a digital strategist, speaker and developer of the transruption toolkit, which companies can use to make their digital transformation measurable, human and sustainable. With kiROI - the AI-based approach to value creation in the digital age - he helps self-employed people and companies to integrate artificial intelligence into their processes in a practical way. With his outstanding marketing strategy iROI, he has already led countless companies to greater visibility and thus more profits. He combines digital innovation with disruptive thinking models for a sustainable business strategy. He studied mathematics and computer science at the University of Cologne, completed a Master of Science in Digital Disruption at the University of Salford (UK) and a Design Thinking programme at MIT/EMERITUS Singapore. As a multiple award-winning expert - including the Golden Web Award and the Innovation Award of the Initiative Mittelstand - he advises SMEs and corporations. His motto: "Digitalisation is not an end in itself - it must serve people."

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