Abstract

Knowledge organization systems (KOS) can use different types of hierarchical relations: broader generic (BTG), broader partitive (BTP), and broader instantial (BTI). The latest ISO standard on thesauri (ISO 25964) has formalized these relations in a corresponding OWL ontology (De Smedt et al., ISO 25964 part 1: thesauri for information retrieval: RDF/OWL vocabulary, extension of SKOS and SKOS-XL. http://purl.org/iso25964/skos-thes, 2013) and expressed them as properties: broaderGeneric, broaderPartitive, and broaderInstantial, respectively. These relations are used in actual thesaurus data. The compositionality of these types of hierarchical relations has not been investigated systematically yet. They all contribute to the general broader (BT) thesaurus relation and its transitive generalization broader transitive defined in the SKOS model for representing KOS. But specialized relationship types cannot be arbitrarily combined to produce new statements that have the same semantic precision, leading to cases where inference of broader transitive relationships may be misleading. We define Extended properties (BTGE, BTPE, BTIE) and analyze which compositions of the original one-step properties and the Extended properties are appropriate. This enables providing the new properties with valuable semantics usable, e.g., for fine-grained information retrieval purposes. In addition, we relax some of the constraints assigned to the ISO properties, namely the fact that hierarchical relationships apply to SKOS concepts only. This allows us to apply them to the Getty Art and Architecture Thesaurus (AAT), where they are also used for non-concepts (facets, hierarchy names, guide terms). In this paper, we present extensive examples derived from the recent publication of AAT as linked open data.

Highlights

  • One of the most important relations in knowledge organization systems (KOS) are the hierarchical relations

  • The SKOS model for publishing KOS as semantic web resources [1] has formalized it as the skos:broader property

  • The main argument of our paper lies in the compositional semantics that we identify for BTG, BTP and broader instantial (BTI) and we believe our findings can be adapted to thesauri that follow models different from AAT, especially ones that adhere more strictly to the hierarchical constructs defined by ISO 25964

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Summary

Introduction

One of the most important relations in knowledge organization systems (KOS) are the hierarchical relations. We reiterate their definition below, with examples from the Getty vocabularies: the Art and Architecture Thesaurus (AAT), the Union List of Artist Names (ULAN) and the Thesaurus of Geographic Names (TGN) [3]: The latest ISO standard on thesauri ISO 25964 [4] has formalized these relations: its domain model includes a field HierarchicalRelationship.role. The Getty vocabulary program (GVP) thesauri (AAT, TGN, ULAN) have been published as linked open data. This raised the issue of which properties to reuse from these efforts, and which formal semantics are really suited for the data at hand in the Getty vocabularies [9, Sect. This raised the issue of which properties to reuse from these efforts, and which formal semantics are really suited for the data at hand in the Getty vocabularies [9, Sect. 2.3 Subject Hierarchy]

Hierarchical relations in Getty thesauri
The problem
Analysis of compositionality
Results
Query expansion in information retrieval
Beyond chain inferences
Disjoint children
Inferring ISO 25964 and SKOS relations in AAT
Conclusions
Full Text
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