mlsanityData to 7 Oct 2026

Sources of Change for Modern Knowledge Organization Systems

arXiv 1611.00217 ↗First posted 1 Nov 2016cs.DLcited by 1

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Abstract (arXiv)

Knowledge Organization Systems (e.g. taxonomies and ontologies) continue to contribute benefits in the design of information systems by providing a shared conceptual underpinning for developers, users, and automated systems. However, the standard mechanisms for the management of KOSs changes are inadequate for systems built on top of thousands of data sources or with the involvement of hundreds of individuals. In this work, we review standard sources of change for KOSs (e.g. institutional shifts; standards cycles; cultural and political; distribution, etc) and then proceed to catalog new sources of change for KOSs ranging from massively cooperative development to always-on automated extraction systems. Finally, we reflect on what this means for the design and management of KOSs.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). First posted on arXiv 1 Nov 2016.

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