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The Semantic Reference Data Modelling Method: Creating Understandable, Reusable and Sustainable Semantic Data Models Cover

The Semantic Reference Data Modelling Method: Creating Understandable, Reusable and Sustainable Semantic Data Models

Open Access
|Mar 2025

Figures & Tables

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Listing 1

Codeblock representing different ways to assign a name to an artwork using CIDOC-CRM. Prefixes used are listed on prefix.cc.

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Figure 1

Overview of basic documentation structure.

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Figure 2

Relationship between reference entities, semantic reference data models and ontological scope. The analysis of a domain of discourse elicits a set of reference entities which reflect the documentation needs. Each reference entity is then described using one or more reference data models.

Table 1

Semantic Reference Data Model Metadata Specifications.

ATTRIBUTE NAMEFIELD DESCRIPTIONEXAMPLE
IdentifierA unique, stable identifier to identify the field across usage contexts.fie_92_Coordinates
System NameA developer-friendly name for the field to be used in data modelling/mapping contexts.wkt_coordinates
UI NameA user-friendly name for the field to be used in user interface. Naming conventions may change to reflect intended interpretation of the field as employed within a specific reference model as distinct from another.Coordinates
DescriptionA user friendly prose description of the intended use/function of the field.This field is used to indicate the coordinates of the documented geographic place.
Ontological ScopeAn ontological class that provides the maximal ontological scope for the field according to its defined function. Whenever the field is to be employed in a reference model, the ontological scope of the model must match or fall within the ontological scope of the field (i.e., the scope of the field must be equal to or wider than the reference entity captured in the reference model).crm:E53_Place
Semantic PathEdge and node representation of a defined semantic path syntax representing the meaning of the field in the target ontology. Uses a more readily human-readable notation form for class and property abbreviations.E53 → P168 → geosparql:wkt
RDF EncodingAn RDF representation of the Semantic Path using Turtle Syntax.<https://ex.org/place/fie_75_1> a crm:E53_Place; crm:P168_place_is_defined_by“”^^geosparql:wkt.
Expected Value TypeThe kind of data value the field expects (e.g.: string, integer, date, concept, collection, reference model, URI)Well-known text (WKT)
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Figure 3

The process of creation of the Semantic Reference Data Models follows a series of iterative steps, shared by domain experts and knowledge engineers, to determine the relevant reference entities. Following this process, each entity is collaboratively examined to identify and determine the more comprehensive and reusable ontological patterns for describing it.

Table 2

Data Sources and Access Points. Source: https://docs.swissartresearch.net/et/persons/.

ACRONYMSOURCE NAMEMAINTAINED BY
AgrelonAgrelon, an Agent Relationship OntologyDeutsche Nationalbibliothek
SIKARTDictionary of Art in SwitzerlandSIK-ISEA
MARC 21Marc 21 – Bibliography Heading FieldsLibrary of Congress
VIAFVirtual International Authority FileOCLC
ULANUnion List of Artist NamesGetty
Schema.orgSchema.orgSchema.org
CDWACategories for the Description of Works of ArtGetty
CCOCataloging Cultural ObjectsCCO Commons
VRA CoreVisual Resources Association core categoriesVisual Resources Association
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Figure 4

Interconnection between fields and SRDMs. A field (example: artwork_90_material) can be interlinked with multiple SRDMs or with only one (Pattern artwork_91_technique).

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Figure 5

Example of the cluster of properties grouped under the category ’Existence’ within the SRDM of a Person.

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Listing 2

Turtle representation of the semantic paths used for the documentation of a birthplace and birthdate. Prefixes used are listed on prefix.cc.

DOI: https://doi.org/10.5334/johd.282 | Journal eISSN: 2059-481X
Language: English
Submitted on: Nov 14, 2024
Accepted on: Jan 20, 2025
Published on: Mar 12, 2025
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 George Bruseker, Nicola Carboni, Matthew Fielding, Denitsa Nenova, Thomas Hänsli, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.