Knowledge maps

Knowledge Maps visually structure complex data: AI-driven systems (e.g., Open Knowledge Maps) transform linear search results into clustered, interactive topic overviews.

Knowledge Maps are dynamic visualization tools that structure and share complex information, moving past inefficient, linear data lists. The non-profit Open Knowledge Maps (OKMaps) platform, a prime example, uses AI to process document metadata and generate clustered, interactive overviews of scientific literature. This system instantly maps up to 100 journal articles from sources like PubMed and BASE, grouping them by similarity into distinct sub-topics (e.g., 'digital literacy'). This approach drastically improves discoverability, providing an at-a-glance picture of a research field and reducing information overload for users.

https://openknowledgemaps.org/