The NFDI4DS ontology (nfdi4dso) is an ontology describing various resources all resources (datasets, data providers, persons, projects and other entities) within the domain of NFDI4DataScience. nfdi4dso is a module that builds upon the NFDIcore Ontology (https://ise-fizkarlsruhe.github.io/nfdicore/2.0.0/) and maintains alignment with the Basic Formal Ontology (BFO).
The vision of NFDI4DataScience (NFDI4DS) is to support all steps of the complex and interdisciplinary research data lifecycle in Data Science and Artificial Intelligence. Towards this goal, the NFDI4DS Ontology (nfdi4dso) is created. nfdi4dso is a module that builds upon the NFDIcore Ontology (https://ise-fizkarlsruhe.github.io/nfdicore/2.0.0/) and maintains alignment with the Basic Formal Ontology (BFO), schema.org, the FaBiO ontology, and the Conference Ontology.
Current development is managed via GitHub. Feel free to give feedback, contribute, or raise issues.
basic | <http://prismstandard.org/namespaces/basic/2.0/> |
bibo | <http://purl.org/ontology/bibo/> |
cono | <https://w3id.org/scholarlydata/ontology/conference-ontology.owl#> |
fabio | <http://purl.org/spar/fabio/> |
foaf | <http://xmlns.com/foaf/0.1/> |
nfdi4dso | <https://nfdi.fiz-karlsruhe.de/nfdi4dso/> |
nfdicore | <https://nfdi.fiz-karlsruhe.de/ontology/> |
obo | <http://purl.obolibrary.org/obo/> |
owl | <http://www.w3.org/2002/07/owl#> |
rdf | <http://www.w3.org/1999/02/22-rdf-syntax-ns#> |
rdfs | <http://www.w3.org/2000/01/rdf-schema#> |
schema | <http://schema.org/> |
schema1 | <https://schema.org/> |
skos | <http://www.w3.org/2004/02/skos/core#> |
swrl | <http://www.w3.org/2003/11/swrl#> |
swrla | <http://swrl.stanford.edu/ontologies/3.3/swrla.owl#> |
swrlb | <http://www.w3.org/2003/11/swrlb#> |
terms | <http://purl.org/dc/terms/> |
time | <http://www.w3.org/2006/time#> |
vann | <http://purl.org/vocab/vann/> |
xml | <http://www.w3.org/XML/1998/namespace> |
xsd | <http://www.w3.org/2001/XMLSchema#> |
This ontology has the following classes and properties.
In nfdi4dso, new agents, i.e., nfdi4dso:WorkingGroup and nfdi4dso:Persona, are introduced on top of the agents that are already available in NFDICore ontolgy. In addition, different roles such as nfdi4dso:SpokespersonRole and nfdi4dso:TaskAreaLeadRole are added.
Some of the time ontology classes and properties can be used to provide more expressivity for roles. For instance the following example diagram shows how time:instance and time:proper interval classes can be used.
In order to enable direct connections beween some classes, properties such as nfdi4dso:lead and nfdi4dso:spokesperson are created. Note that these properties may lack some expressivity. It is recommended to employ the modeling proposed by BFO (i.e., using roles) in cases where more detailed semantics are required to describe the relationships.
To maintain consistency, as in nfdicore ontology, we establish nfdi4dso properties like nfdi4dso:lead as shortcuts using SWRL rules.
In addition to the agents and roles mentioned above, in nfdi4dso ontology, more classes which are sub-classes of nfdicore:Event, nfdicore:Resource, and bfo:Process, and so on are also included.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/AcademicDiscipline
An academic discipline, a research field or domain of an entity, e.g. a domain of a data portal or a field of study of a person.
Architecture, Art History, Musicology, Media Studies, Performing Arts
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/AcademicEvent
An event which is for example a conference or conference-like event, and all the sub-events of those which are about the topic or theme of the conference, such as talks or panels.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Agent
An independent continuant that acts autonomously and is entrusted with the authority to represent, negotiate, or act on behalf of another agent.
A class that represents entities that are capable of autonomous actions, decision-making, or interaction within a given environment, e.g. persons or organizations.
Torsten Schrade, Linnaea Söhn, Academy of Sciences and Literature Mainz
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/BecomingAMember
A planned process of becomming a member of a group.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/City
A place that refers to a densely populated urban area.
A city or a town where the thing is located.
Berlin, Hannover, Kyiv
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/CoSpokespersonRole
A role inhering in a person that is realized when the person is a co-spokesperson of a Consortium.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Collection
A material entity that represents a collection of material entities intended to be understood together as a whole.
A tangible collection of valuables published or curated by an organization or a person.
A collection of arts displayed at the museum
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Conference
A conference event.
ISWC-2024
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Consortium
An organisation that consists of multiple independent groups and individuals, who join together to collaborate on a specific goal.
A consortium of autonomous organizations collaborating towards a shared goal, operating within the framework of an agreement.
NFDI4Culture, NFDI-MatWerk, DataPLANT.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/ConsortiumMember
An organization that has a specific role, responsibilities or contributions within the consortium framework.
A consortium member refers to an individual organization that has a specific role, responsibilities or contributions within the consortium framework.
Museums of City Cologne is a member of NFDI4Culture consortium.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/ConsortiumMemberRole
A role inhering in an organization that is realized when the organsation is a member of a consortium.
A role inhering in an organization that is realized when the organsation is a member of a consortium.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Consulting&Funding
A service that contributes to providing expert guidance in broad range of topics, including securing funding and navigating the application process for research projects.
Services that aim at providing expert advice, guidance, and support to agents, particular with securing funding opportunities for their efforts. This may include providing individual support for a broad range of research data and software concerns to scholars, institutions and data providers, assistance in identifying suitable funding sources, crafting grant proposals, and navigating the application process.
Flex Funds, NFDI4Culture Helpdesk
IRI: https://nfdi.fiz-karlsruhe.de/ontology/ContactPointRole
A role inhering in an agent that is realized when the agent is a contact point of a resource or a project.
A role inhering in an agent that is realized when the agent is a contact point of a resource or a project.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Contacting
A planned process in which the contact information of an entity is provided.
A planned process in which the contact information of an entity is provided.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Contributing
A planned process of contibuting or providing information to an endeavor.
The contibution or provision of information to an endeavor.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/ContributorRole
A role inhering in an agent that is realized when the agent is a contact point of an entity.
A role inhering in an agent that is realized when the agent is a contact point of an entity.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/ControlledVocabulary
Semantic expressivity that refers to a standardized set of terms and descriptors used to index and retrieve information systematically.
A standardized set of terms and descriptors used to index and retrieve information systematically.
the Union List of Artist Names (ULAN), the Cultural Objects Name Authority (CONA)
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Country
A place that refers to a defined geographical area distinguished by its territorial boundaries, governance structure, and sovereignty.
A country where the thing is located.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/CreativeWork
An information content entity that refers to a manifestation of someone's creative effort.
A creative work refers to a digital intellectual or artistic resource, e.g. a dataset, metadata, a guideline, a software and other materials offering relevant information or instructions within their specific domains.
TRANSRAZ Data Model, NFDI4Culture Knowledge Graph, Guide for digital collection management at art museums, NFDI4Culture SPARQL Endpoint, Registry for Tools & Services, RADAR4Culture service, etc.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/DataPortal
A website that serves as a centralized platform for accessing, managing, and sharing datasets, information, or resources related to a specific topic, theme, or domain.
An online platform that provides access to datasets.
Bach digital, KultSam, MusiXplora
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Dataset
A creative work that refers to a structured collection of data, organized typically for a specific goal such as analysis, research, or reference.
Structured information about a resource provided by an organization or a person.
Fotothek Bibliotheca Hertziana Max-Planck-Institut für Kunstgeschichte 320px static derivates research dataset (https://doi.org/10.17617/3.SVH2BT)
IRI: http://purl.obolibrary.org/obo/OBI_0002110
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/EducationalFunction
Educational function is "One of four basic kinds of uses of social communication listed by Schramm from the perspective of the individual, in which the normative objectives are for the sender to teach and for the receiver to learn. He distinguishes this from a purely informational function. From the perspective of society, Schramm argues that this function is analogous to the function of socialization. See also media functions; personal functions."
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/EvaluationMetric
A quantitative measure used to assess the performance and effectiveness of a statistical or machine learning model
Precision, recall, F1-score, and BLEU
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Event
An occurent that represents an occurence or happening that unfolds in time.
A class that represents entities that occur or unfold in time, typically characterized by a specific happening or occurrence with temporal properties. Events encompass a wide range of occurrences, including but not limited to happenings, incidents, activities, or processes.
conferences, wars, strikes, celebrations, accidents, workshops, meetings, or any other specific incident or happening.
IRI: http://schema.org/EventAttendanceModeEnumeration
An EventAttendanceMode is one of potentially several modes of organising an event, relating to whether it is online or offline. E.g., Hybrid.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/FAIRDataPriniciple
A principle aiming to enhance the management of data, ultimately fostering transparency, collaboration, and innovation in research and beyond.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/FederalState
A place that refers to a geographical territory forming part of a country.
A federal state where the thing is located.
Sachsen, Berlin
IRI: https://nfdi.fiz-karlsruhe.de/ontology/FundingOrganizationRole
A role inhering in an organization that is realized when the organization serves as a funder to endevaours, e.g. projects.
A role inhering in an organization that is realized when the organization serves as a funder to endevaours, e.g. projects.
IRI: http://purl.obolibrary.org/obo/GAZ_00000448
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Glossary
Semantic expressivity that refers to a list of terms and their definitions within a specific domain or academic discipline.
A compilation of terms and their definitions within a specific domain or academic discipline.
ICOM Museum Glossary
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Hackathon
An event where individuals or teams come together to engage in rapid and collaborative engineering over a relatively short period of time.
An event where individuals or teams come together to engage in rapid and collaborative engineering over a relatively short period of time.
BioHackathon Germany
IRI: http://purl.obolibrary.org/obo/IAO_0000025
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Information&Documentation
A service that contributes to organizing and managing research data.
Services related to organizing, cataloging, and managing research data and information. This includes developing metadata schemas, creating data dictionaries, establishing standardized data formats, and ensuring data quality and integrity
Registry for Tools & Services, Culture Information Portal
IRI: http://www.w3.org/2006/time#Instant
IRI: http://www.w3.org/2006/time#Interval
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/JournalArticle
A report that is published in a jornal.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Leading
A planned process in which the leader information of an entity is provided.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Learning&Teaching
A service that contributes to educating agents on research data management.
Services that aim to support agents in developing essential skills and competencies related to research data management. This includes organizing training workshops, webinars, and educational resources, providing personalized consultations, mentoring programs, and community engagement initiatives.
Educational Resource Finder
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Lecture
An academic event which is intented to deliver instruction on a specific topic, most commonly to an audience of university students.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/License
An information content entity that refers to a legal instrument (usually by way of contract law, with or without printed material) governing the use or redistribution of the resource containing the licence.
A document that provides legal guidelines for the use of a resource, e.g. a software.
cc-by-3, Digital Peer Publishing Lizenz
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Linkage&Enrichment
A service that contributes to integrating research data with external sources and data enrichment.
Services that focus on enhancing research data by integrating it with external datasets, vocabularies, and ontologies. This involves establishing interoperability frameworks, data integration pipelines, and semantic enrichment techniques to connect disparate datasets and enable cross-disciplinary research.
Culture Knowledge Graph, Semantic Kompakkt, Wikibase4Research
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/LODRating
A rating of data based on 1) its availability on the Web under an open license, (2) being in the form of structured data, (3) being in a non-proprietary file format, (4) using URIs as its identifiers, (5) including links to other data sources.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/MeasureContributorRole
A role inhering in an agent that is realized when the agent is a contributor of a measure defined in a Consortium.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/MeasureLeadRole
A role inhering in an agent that is realized when the agent is a leader of a measure defined in a Consortium.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/MediaType
A directive information entity that describes a media type a bearer has.
A digital resource format or physical medium.
doc, avi, mpeg, epub, txt, MIME-type, record, cassette, VHS, LaserDiscs, CD, DVD, Blu-ray color lithograph, text book
IRI: https://nfdi.fiz-karlsruhe.de/ontology/MIME-Type
A media type that serves as a standardized identifier for specifying the nature and format of data.
The MIME-type template of the resource (see https://www.iana.org/assignments/media-types/media-types.xhtml)
https://www.iana.org/assignments/media-types/application/dicom, https://www.iana.org/assignments/media-types/video/mp4, https://www.iana.org/assignments/media-types/text/n3
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/NewsArticle
A work consisting of an announcement or statement of recent or current events of new data
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Ontology
Semantic expressivity that refers to a semantic framework that represents knowledge about a domain, including concepts, entities, properties, and relationships, in a structured and machine-understandable manner.
A semantic framework that represents knowledge about a domain, including concepts, entities, properties, and relationships, in a structured and formalized manner, enabling machine-understandable reasoning and inference.
CIDOC-CRM, BFO, nfdicore
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Organization
An agent that refers to a group of individuals, which structures and coordinates the activities of individuals or groups toward achieving common goal within a defined framework.
An organization of some kind, e.g. research organization or business organization
University Library in Leipzig, Museums of City Cologne
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/OrganizedEvent
Any kind of organised event having a start and an end date.
conferences, workshops, lectures, or any other planned event.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/PageRange
The range of pages indicating where a publication appears in a proceeding
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Participation&Collaboration
A service that contributes to fostering interdisciplinary collaboration and community engagement within the research community.
Services that focus on fostering interdisciplinary collaboration, knowledge exchange, and community engagement within the research ecosystem. This includes organizing networking events, collaborative projects, and virtual platforms for researchers to connect, share ideas, and collaborate on common research challenges.
Forum for Data Standards and Data Quality, Expert Forum for sustainable Software Development in NFDI4Culture, Linked Open Data Working Group
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Person
An agent that represents a single human individual.
A resource that represents a single person.
Harald Sack, Tabea Tietz, Sasha Bruns, Etienne Posthumus
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Persona
A persona is a fictional character, which is created based upon a research to represent a group of users that might use a service, product, site, or brand in a similar way
Alex https://www.nfdi4datascience.de/community/requirements-elicitation/personas/
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/PersonaDescription
A description of a persona
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/PersonaDomainKnowledgeLevel
The domain knowledge skill level a persona possesses
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/PersonaEthicalOrLegalSkillLevel
The ethical legal skill level a persona possesses
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/PersonaOccupationRole
A role inhering in a persona that is realized when the persona participates in a Project.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/PersonaProblemDescription
A description of a problem defined by a Persona
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/PersonaSoftSkillLevel
The soft skill level a persona possesses
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/PersonaTask
A task that is a persona wants to be addressed
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/PersonaTechnicalSkillLevel
The technical skill level a persona possesses
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/PersonaWishDescription
A description of a wish defined by a Persona
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Place
A site that refers to geographical locations, such as cities, countries, landmarks, and natural environments.
A spatial region, e.g. country, city or district.
Hessen, Berlin, Schweiz
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Proceedings
The collection of proceedings of an academic event.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/ProgrammingLanguage
A technological means that is used for implementing software.
A formal language used for implementing a software.
Java, Ruby, C++, Perl, PHP
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Project
A planned process of a scientific or business endeavor that aims to conclude an investigation or to answer a research question.
A scientific or business endeavor that aims to conclude an investigation or to answer a research question.
Freischütz digital, Corpus Vitrearum Medii Aevi
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Publication
A creative work that is the output of a publishing process.
A published scholarly work that reports on ongoing activity about or within a resource, e.g. a dataset.
MusiXplora: Visual analysis of a musicological encyclopedia, Textkategorien in kompositorischen Werkstattdokumenten
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Publication&Dissemination
A service that contributes to sharing and publication of research findings.
Services that aim at facilitating the sharing and dissemination of research findings and outputs with wider audiences. This includes supporting agents in preparing resources for publication, production, publishing, sprint services, etc.
NextGen Books
IRI: https://nfdi.fiz-karlsruhe.de/ontology/PublisherRole
A role inhering in an agent that is realized when the bearer participates in the publishing of the document.
A role inhering in an agent that is realized when the bearer participates in the publishing of the document.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Resource
An information content entity that refers to digital creative works and services, and is utilized to organize the resources of NFDI.
The most generic kind of a resource and may be associated with any kind of digital creative work, e.g. datasets, collections, metadata; offered products and services, e.g. data portals, data curation, data digitization.
IRI: http://www.ebi.ac.uk/swo/SWO_0000002
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/ScienceSlam
A scientific talk where scientists present their own scientific research work in a given time frame in front of a non-expert audience.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/SemanticExpressivity
A quality of a resource that defines the degree of expressivity in the semantic representation of a resource.
The class represents the degree of expressivity in the semantic representation of a resource, such as an ontology, taxonomy, or glossary. It specifies the extent to which the resource captures and conveys the meaning, relationships, and semantics of concepts within a knowledge domain.
controlled vocabulary, ontology, taxonomy
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Service
An information content entity that refers to offerings provided by individuals or organizations to facilitate and contribute to the specific goals.
Services are resources offered by organizations or people to support and contribute to the predefined goals of a project. Services may encompass a diverse range of contributions such as data curation, specialized expertise, skill and various other forms of support.
Data curation for HeiDATA, Expertise for the development and application of LIDO
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Software
A creative work that comprises a set of instructions, programs, or algorithms designed to perform specific tasks or functions on a computer or other electronic devices.
A computer software provided by an organization or a person.
Edirom, Muscat
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Specification
A creative work that defines the requirements, characteristics, or standards for the design, implementation, or operation of a system, product, or process.
A set of requirements, guidelines, standards contributed by an organization or a person.
Guidelines, technical specifications, design specifications
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/SpokespersonRole
A role inhering in a person that is realized when the person is a spokesperson of a Consortium.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Standard
A specification that establishes a set of guidelines, criteria, or norms recognized and adopted by internationational community.
An international standard and norm that can be used to evaluate or create a resource.
ISO 15511, DINI-Zertifikat
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Storage&Preservation
A service that contributes to long-term archiving and data integrity through secure storage and preservation strategies.
Services that focus on the long-term archiving and preservation of research data and digital assets. This involves providing secure storage infrastructures, backup solutions, and preservation strategies to prevent data loss over time.
RADAR4Culture, Curated Repository List
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/SubTask
One of the divided tasks of a certain shared task.
Task 1: DBLP-QUAD — Knowledge Graph Question Answering over DBLP https://kgqa.github.io/scholarly-QALD-challenge/2023/
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/SummerSchool
An intensive summer educational program with a focus on specialized topics within a particular field or discipline to offer participants the opportunity to deepen their knowledge, develop new skills, and engage with experts and peers in the field.
International Semantic Web Summer School 2024 (ISWS) https://2024.semanticwebschool.org/
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/TaskArea
A task area (TA) defined in NFDI4DS project addressing one or more issues.
Task Area 1 DS and AI - Community and Training, Task Area 2 (Research Knowledge Graphs)
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/TaskAreaContributorRole
A role inhering in an agent that is realized when the agent is a contributor of a task area defined in a Consortium.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/TaskAreaLeadRole
A role inhering in an agent that is realized when the agent is a lead of a task area defined in a Consortium.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/TaskAreaMeasure
a task area measure that is defined as part of a given project task area
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Taxonomy
Semantic expressivity that refers to a hierarchical classification system that organizes concepts into a tree-like structure.
A hierarchical classification system that organizes concepts into a tree-like structure based on their shared characteristics and relationships.
Linnaean Taxonomy, Iconclass
IRI: https://nfdi.fiz-karlsruhe.de/ontology/TechnologicalMeans
A plan specification that refers to technology employed for the creation, management, utilization, or control of a resource.
A technology, e.g. a web application or a programming framework used in a resource.
Groovy on Grails, Angular
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Thesaurus
A controlled vocabulary organized hierarchically and provided with associative relationships, such as synonyms, broader terms, and narrower terms.
A hierarchical controlled vocabulary enriched with associative relationships, including synonyms, broader terms, and narrower terms.
Getty Art & Architecture Thesaurus, UNESCO Thesaurus for cultural and scientific documentation
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Tutorial
A tutorial event.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/Website
A creative work that represents a collection of interconnected web pages, multimedia content, and digital resources accessible via the World Wide Web.
A collection of webpages contributed by an organization or a person.
https:\/\/opac.rism.info
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/WorkingGroup
A group of individuals who are members of one or more task areas in NFDI4DS project with a focus on workin together to address a specific topic
Metadata WG
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/WorkingGroupContactPointRole
A role inhering in an agent that is realized when the agent is a contact point of a working group defined in a Consortium.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/WorkingGroupMemberRole
A role inhering in an agent that is realized when the agent is a member of a working group defined in a Consortium.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Workshop
A workshop event.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/affiliation
a relation between a person and an organization.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/appearsAt
A relation between a publication and a page range which indicates where the publication appears in a proceeding using the minimum and maximum page numbers
IRI: https://nfdi.fiz-karlsruhe.de/ontology/bestPractice
The property is a relationship between a resource and the specified best practice.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/bestPracticeOf
inverse of property "best practice"
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/coLocatedWith
A relationship between an event and a conference indicating that the event is happening together at the same place as the conference.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/coSpokesperson
A relationship between a consortium and its co-spokesperson
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/coSpokespersonOf
IRI: https://nfdi.fiz-karlsruhe.de/ontology/contactPoint
The property is a relationship between a resource and a contact point.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/contactPointOf
inverse of property "contact point"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/contributor
The property related a resource to a person or an organization responsible for making contributions to a resource.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/contributorOf
inverse of property "contributor"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/country
The property relates a city or a state to a country where it is located.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/countryOf
inverse of property "country"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/dataset
The property is a relation between a resource and a data set.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/datasetOf
inverse of property "data set"
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/doiOf
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/domainKnowledgeLevel
The level of domain knowledge the persona possesses
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/domainknowledgeLevelOf
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/establishedBy
The property is a relation between a working group and a project
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/ethicalOrLegalSkillLevel
The level of Ethical or Legal skills the persona possesses
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/ethicalOrLegalSkillLevelOf
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/evaluationDataset
a relation between a sharedtask or subtask and a dataset
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/evaluationMetric
a relation between a shared task or a subtask and its evaluation metric
IRI: https://schema.org/eventAttendanceMode
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/eventContactPoint
a relation between an event and its contact point
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/eventOrganizer
a relation between an event and its organizer
IRI: https://nfdi.fiz-karlsruhe.de/ontology/exportFormat
The property relates a resource to the format available for the export of a resource.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/exportFormatOf
inverse of property "export format"
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/fairStatus
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/fairStatusOf
a relation between a LOD Rating and a dataset.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/federalState
The property relates a city to a federal state where it is located.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/federalStateOf
inverse of property "federal state"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/fundingOrganization
The property relates a project to the organization that provided funding for it.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/fundingOrganizationOf
inverse of property "funding organization"
IRI: http://www.w3.org/2006/time#hasBeginning
IRI: http://prismstandard.org/namespaces/basic/2.0/doi
IRI: http://www.w3.org/2006/time#hasEnd
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/hasNext
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/hasORCID
The Open Researcher and Contributor ID of the person
IRI: http://purl.org/spar/fabio/hasPlaceOfPublication
IRI: http://purl.org/spar/fabio/hasPublicationYear
IRI: http://www.w3.org/2006/time#hasTime
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/isAssociatedWith
An academic event a given proceedings publication is associated with
IRI: http://schema.org/keywords
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/lead
a relation between a measure or a task area and its lead.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/leadOf
IRI: https://nfdi.fiz-karlsruhe.de/ontology/license
The property is a relationship between a resource and a license file.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/licenseOf
inverse of property "license"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/location
The property is a relationship between a thing and a place its located at.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/locationOf
inverse of property "location"
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/lodStatus
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/lodStatusOf
a relation between a FAIR Data Principle and a dataset.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/mediaType
The property relates a resource to its data format.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/mediaTypeOf
inverse of property "media type"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/member
The property is a relationship between a consortium and an organization that is a member of the consortium.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/memberOf
The property is a relationship between an organization and a consortium it belongs to.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/orcidOf
IRI: https://nfdi.fiz-karlsruhe.de/ontology/parentOrganization
The property is a parental relationship between organizations.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/part
The generic property is a relationship between a thing and its part.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/partOf
The generic property is a relationship between a thing and a thing in which it is physically or logically included.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/participant
The property is a relationship between a project and an agent that participates in the project.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/participantOf
inverse of property "prticipant"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/partnerOrganization
The property is a partner relationship between organizations. The property is symmetric.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/personaDescription
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/personaDescriptionOf
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/personaProblem
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/personaProblemOf
IRI: https://nfdi.fiz-karlsruhe.de/ontology/programmingLanguage
The property links software to a programming language its written in.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/programmingLanguageOf
inverse of property "programming language"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/publisher
The property is a relationship between a resource and an organization or a person responsible for publishing it.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/publisherOf
inverse of property "publisher"
IRI: http://purl.obolibrary.org/obo/RO_0001015
IRI: https://nfdi.fiz-karlsruhe.de/ontology/representedCollection
The property is a relationship between a dataset and a collection it represents.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/representedCollectionOf
inverse of property "represented collection"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/semanticExpressivity
The property relates a resource to its semantic expressivity spectrum.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/semanticExpressivityOf
inverse of property "semantic expressivity"
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/softSkill
The level of soft skills the persona possesses
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/softSkillOf
IRI: https://nfdi.fiz-karlsruhe.de/ontology/software
The property is a relationship between a resource and a software it uses.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/softwareOf
inverse of property "sofware"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/sparqlEndpoint
The property relates a data resource to its SPARQL Endpoint.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/sparqlEndpointOf
inverse of property "sparql endpoint"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/specification
The property is a relationship between a resource and the international standard or norm.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/specificationOf
inverse of property "specification"
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/spokesperson
A relationship between a consortium and its spokesperson
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/spokespersonOf
IRI: https://nfdi.fiz-karlsruhe.de/ontology/standard
The property relates a resource to the standard it relies on.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/standardOf
inverse of property "standard"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/subjectArea
The property establishes a connection between a resource, an agent, or a project, and the academic discipline, subject area, or domain within which they operate.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/subjectAreaOf
inverse of property "subject area"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/subsidiaryOrganization
inverse of "parent organization"
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/taskAreaOrMeasureContributor
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/technicalSkillLevel
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/technicalSkillLevelOf
IRI: https://nfdi.fiz-karlsruhe.de/ontology/technology
The property is a relationship between a resource and a technology it uses.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/technologyOf
inverse of property "technology"
IRI: https://nfdi.fiz-karlsruhe.de/ontology/url
The property is a relationship between a thing and a url associated with the thing.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/urlOf
inverse of property "url"
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/workingGroupContactPoint
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/workingGroupMember
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/availableAt
The property takes as a value a url where the news article is available
IRI: https://nfdi.fiz-karlsruhe.de/ontology/birthDate
The property refers to the date on which a person was born.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/deathDate
The property refers to the date on which a person passed away.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/dissolutionDate
The property refers to the date on which the organization ceased to exist or was formally dissolved.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/emailAddress
The property relates an agent to their email address.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/endDate
The property refers to the moment in time when an event ends.
IRI: https://nfdi.fiz-karlsruhe.de/ontology/fileExtension
An identifier for a file format (e.g. txt for a text file) used as a suffix to the file name, don't use dot at start.
mp4
ttl
txt
xml
IRI: http://xmlns.com/foaf/0.1/firstName
IRI: https://nfdi.fiz-karlsruhe.de/ontology/foundationDate
The property refers to the specific date on which the organization was officially established or founded.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/hasAbstract
The abstract of a publication
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/hasRank
The rank of an author of a document
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/hasSequenceIdentifier
The sequence of a journal issue or journal volume.
IRI: http://xmlns.com/foaf/0.1/lastName
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/longDescription
The detailed content of the news
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/maximum
The page number indicating the last page of a document in a proceeding
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/minimum
The page number indicating the first page of a document in a proceeding
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/shortDescription
The short description of the content of the news
IRI: https://nfdi.fiz-karlsruhe.de/ontology/startDate
The property refers to the moment in time when an event begins.
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/zipcode
IRI: http://purl.org/dc/terms/abstract
IRI: http://purl.org/dc/terms/bibliographicCitation
IRI: http://purl.org/dc/terms/created
IRI: http://purl.org/dc/terms/creator
IRI: http://www.w3.org/2004/02/skos/core#definition
IRI: http://www.w3.org/2004/02/skos/core#exactMatch
IRI: http://www.w3.org/2004/02/skos/core#example
IRI: http://rdfs.org/ns/void#feature
IRI: http://purl.org/dc/terms/format
IRI: http://purl.org/dc/terms/hasVersion
IRI: http://purl.obolibrary.org/obo/IAO_0000115
IRI: http://purl.obolibrary.org/obo/IAO_0000119
IRI: http://swrl.stanford.edu/ontologies/3.3/swrla.owl#isRuleEnabled
IRI: http://www.w3.org/2000/01/rdf-schema#label
IRI: http://purl.org/dc/terms/license
IRI: http://schema.org/logo
IRI: https://nfdi.fiz-karlsruhe.de/ontology/acronym
IRI: http://purl.org/vocab/vann/preferredNamespacePrefix
IRI: http://purl.org/vocab/vann/preferredNamespaceUri
IRI: http://purl.org/ontology/bibo/status
IRI: https://w3id.org/mod#status
IRI: http://purl.org/dc/terms/title
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Accessible
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Findable
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Interoperable
IRI: http://schema.org/MixedEventAttendanceMode
IRI: http://schema.org/OfflineEventAttendanceMode
IRI: http://schema.org/OnlineEventAttendanceMode
IRI: https://nfdi.fiz-karlsruhe.de/nfdi4dso/Reusable
person c(?) , consortium c(?) , leading c(?) , co-spokesperson role c(?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000087 op(?,?) , B F O 0000054 op(?,?) -> co-spokesperson op(?,?)
agent c(?) , project c(?) , contact point role c(?) , R O 0000087 op(?,?) , R O 0000056 op(?,?) , B F O 0000054 op(?,?) -> contact point of op(?,?)
agent c(?) , resource c(?) , contacting c(?) , contact point role c(?) , R O 0000087 op(?,?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , B F O 0000054 op(?,?) -> contact point of op(?,?)
agent c(?) , resource c(?) , contributing c(?) , contributor role c(?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000087 op(?,?) , B F O 0000054 op(?,?) -> contributor of op(?,?)
organization c(?) , project c(?) , funding organization role c(?) , R O 0000087 op(?,?) , B F O 0000054 op(?,?) , R O 0000056 op(?,?) -> funding organization op(?,?)
person c(?) , consortium member c(?) , task area measure c(?) , contributing c(?) , measure lead role c(?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000087 op(?,?) , R O 0000087 op(?,?) , B F O 0000054 op(?,?) -> task area or measure contributor op(?,?) , task area or measure contributor op(?,?)
person c(?) , consortium member c(?) , task area measure c(?) , leading c(?) , measure lead role c(?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000087 op(?,?) , R O 0000087 op(?,?) , B F O 0000054 op(?,?) -> lead op(?,?) , lead op(?,?)
agent c(?) , resource c(?) , I A O 0000444 c(?) , publisher role c(?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000087 op(?,?) , B F O 0000054 op(?,?) -> publisher of op(?,?)
person c(?) , consortium c(?) , leading c(?) , spokesperson role c(?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000087 op(?,?) , B F O 0000054 op(?,?) -> spokesperson op(?,?)
person c(?) , consortium member c(?) , task area c(?) , contributing c(?) , task area lead role c(?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000087 op(?,?) , R O 0000087 op(?,?) , B F O 0000054 op(?,?) -> task area or measure contributor op(?,?) , task area or measure contributor op(?,?)
person c(?) , consortium member c(?) , task area c(?) , leading c(?) , task area lead role c(?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000087 op(?,?) , R O 0000087 op(?,?) , B F O 0000054 op(?,?) -> lead op(?,?) , lead op(?,?)
person c(?) , consortium member c(?) , working group c(?) , task area measure c(?) , contacting c(?) , working group contact point role c(?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000087 op(?,?) , R O 0000087 op(?,?) , B F O 0000054 op(?,?) -> working group contact point op(?,?) , working group contact point op(?,?)
person c(?) , consortium member c(?) , working group c(?) , task area measure c(?) , becoming a member c(?) , working group member role c(?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000056 op(?,?) , R O 0000087 op(?,?) , R O 0000087 op(?,?) , B F O 0000054 op(?,?) -> working group member op(?,?) , working group member op(?,?)
The authors would like to thank Silvio Peroni for developing LODE, a Live OWL Documentation Environment, which is used for representing the Cross Referencing Section of this document and Daniel Garijo for developing Widoco, the program used to create the template used in this documentation.
A quality of an entity that specifies the subject area, domain or academic discipline of an entity.