mlsanityData to 14 Oct 2026

Tractable Diversity: Scalable Multiperspective Ontology Management via Standpoint EL

arXiv 2302.13187 ↗First posted 25 Feb 2023cs.AIcited by 6

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Abstract (arXiv)

The tractability of the lightweight description logic EL has allowed for the construction of large and widely used ontologies that support semantic interoperability. However, comprehensive domains with a broad user base are often at odds with strong axiomatisations otherwise useful for inferencing, since these are usually context-dependent and subject to diverging perspectives. In this paper we introduce Standpoint EL, a multi-modal extension of EL that allows for the integrated representation of domain knowledge relative to diverse, possibly conflicting standpoints (or contexts), which can be hierarchically organised and put in relation to each other. We establish that Standpoint EL still exhibits EL's favourable PTime standard reasoning, whereas introducing additional features like empty standpoints, rigid roles, and nominals makes standard reasoning tasks intractable.

Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). Builds on 2 of its 47 references that are in the map. First posted on arXiv 25 Feb 2023.

Builds on

2 of 47 references.

References · 2

  1. 2022How to Agree to Disagree: Managing Ontological Perspectives using Standpoint Logiccited by 9
  2. 2015Column-Oriented Datalog Materialization for Large Knowledge Graphs (Extended Technical Report)cited by 8

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2023: 1; 2024: 2; 2025: 2; 2026: 1.

6 papers.