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OOPS! (OntOlogy Pitfall Scanner!) helps you to detect some of the most common pitfalls appearing when developing ontologies.

To try it, enter a URI or paste an OWL document into the text field above. A list of pitfalls and the elements of your ontology where they appear will be displayed.

Scanner by URI:

Example: http://oops.linkeddata.es/example/swc_2009-05-09.rdf


Scanner by direct input:

Uncheck this checkbox if you don't want us to keep a copy of your ontology.

Evaluation results

It is obvious that not all the pitfalls are equally important; their impact in the ontology will depend on multiple factors. For this reason, each pitfall has an importance level attached indicating how important it is. We have identified three levels:

  • Critical Critical : It is crucial to correct the pitfall. Otherwise, it could affect the ontology consistency, reasoning, applicability, etc.
  • Important Important : Though not critical for ontology function, it is important to correct this type of pitfall.
  • Minor Minor : It is not really a problem, but by correcting it we will make the ontology nicer.

Results for P04: Creating unconnected ontology elements. 7 cases | Minor Minor

Ontology elements (classes, object properties and datatype properties) are created isolated, with no relation to the rest of the ontology.

• This pitfall appears in the following elements:
http://purl.org/vocommons/voaf#Vocabulary
http://meta.icos-cp.eu/ontologies/cpmeta/WebpageSpecifyingThing
http://purl.org/dc/terms/FileFormat
http://meta.icos-cp.eu/ontologies/cpmeta/DataObjectSpecifyingThing
http://www.w3.org/ns/sosa/ObservableProperty
http://www.opengis.net/ont/geosparql#SpatialObject
http://meta.icos-cp.eu/ontologies/cpmeta/AncillaryDatum

Results for P08: Missing annotations. 92 cases | Minor Minor

This pitfall consists in creating an ontology element and failing to provide human readable annotations attached to it. Consequently, ontology elements lack annotation properties that label them (e.g. rdfs:label, lemon:LexicalEntry, skos:prefLabel or skos:altLabel) or that define them (e.g. rdfs:comment or dc:description). This pitfall is related to the guidelines provided in [5].

• The following elements have no rdfs:label defined:
http://meta.icos-cp.eu/ontologies/cpmeta/StaticObject
http://meta.icos-cp.eu/ontologies/cpmeta/SimpleDataObject
http://meta.icos-cp.eu/ontologies/cpmeta/ObjectFormat
http://purl.org/vocommons/voaf#Vocabulary
http://purl.org/dc/terms/LicenseDocument
http://meta.icos-cp.eu/ontologies/cpmeta/Station
http://www.w3.org/ns/ssn/Deployment
http://www.w3.org/ns/prov#Activity
http://meta.icos-cp.eu/ontologies/cpmeta/LatLonBox
http://meta.icos-cp.eu/ontologies/cpmeta/Funding
http://meta.icos-cp.eu/ontologies/cpmeta/DocumentObject
http://meta.icos-cp.eu/ontologies/cpmeta/Site
http://meta.icos-cp.eu/ontologies/cpmeta/Funder
http://meta.icos-cp.eu/ontologies/cpmeta/Person
http://meta.icos-cp.eu/ontologies/cpmeta/VariableInfo
http://meta.icos-cp.eu/ontologies/cpmeta/Organization
http://meta.icos-cp.eu/ontologies/cpmeta/DataProduction
http://www.w3.org/ns/prov#Agent
http://meta.icos-cp.eu/ontologies/cpmeta/ValueFormat
http://meta.icos-cp.eu/ontologies/cpmeta/DataObjectSpecifyingThing
http://meta.icos-cp.eu/ontologies/cpmeta/StringVocabulary
http://www.opengis.net/ont/geosparql#Geometry
http://meta.icos-cp.eu/ontologies/cpmeta/ObjectEncoding
http://meta.icos-cp.eu/ontologies/cpmeta/SpatialDataObject
http://purl.org/dc/terms/FileFormat
http://www.opengis.net/ont/geosparql#SpatialObject
http://meta.icos-cp.eu/ontologies/cpmeta/AncillaryDatum
http://www.w3.org/2004/02/skos/core#Concept
http://www.w3.org/ns/sosa/ObservableProperty
http://meta.icos-cp.eu/ontologies/cpmeta/Instrument
http://www.w3.org/ns/sosa/Sensor
http://meta.icos-cp.eu/ontologies/cpmeta/Project
http://meta.icos-cp.eu/ontologies/cpmeta/DataObject
http://meta.icos-cp.eu/ontologies/cpmeta/Collection
http://www.opengis.net/ont/geosparql#Feature
http://meta.icos-cp.eu/ontologies/cpmeta/DataAcquisition
http://www.w3.org/ns/prov#Entity
http://meta.icos-cp.eu/ontologies/cpmeta/Role
http://meta.icos-cp.eu/ontologies/cpmeta/WebpageSpecifyingThing
http://meta.icos-cp.eu/ontologies/cpmeta/DataSubmission
http://meta.icos-cp.eu/ontologies/cpmeta/hasActualVariable
http://meta.icos-cp.eu/ontologies/cpmeta/wasPerformedWith
http://www.w3.org/ns/prov#atLocation
http://meta.icos-cp.eu/ontologies/cpmeta/hasLinkbox
http://meta.icos-cp.eu/ontologies/cpmeta/hasWebpageElements
http://meta.icos-cp.eu/ontologies/cpmeta/isNextVersionOf
http://meta.icos-cp.eu/ontologies/cpmeta/hasInstrumentOwner
http://meta.icos-cp.eu/ontologies/cpmeta/wasParticipatedInBy
http://meta.icos-cp.eu/ontologies/cpmeta/hasSamplingPoint
http://meta.icos-cp.eu/ontologies/cpmeta/wasHostedBy
http://meta.icos-cp.eu/ontologies/cpmeta/hasVendor
http://purl.org/dc/terms/creator
http://www.w3.org/ns/prov#wasGeneratedBy
http://www.w3.org/ns/prov#hadPrimarySource
http://meta.icos-cp.eu/ontologies/cpmeta/wasPerformedBy
http://www.opengis.net/ont/geosparql#hasGeometry
http://meta.icos-cp.eu/ontologies/cpmeta/hasInstrumentComponent
http://www.w3.org/ns/prov#wasRevisionOf
http://purl.org/dc/terms/hasPart
http://meta.icos-cp.eu/ontologies/cpmeta/hasAtcId
http://meta.icos-cp.eu/ontologies/cpmeta/hasTcId
http://meta.icos-cp.eu/ontologies/cpmeta/hasSizeInBytes
http://meta.icos-cp.eu/ontologies/cpmeta/hasEtcId
http://meta.icos-cp.eu/ontologies/cpmeta/hasSkipPidMintingPolicy
http://meta.icos-cp.eu/ontologies/cpmeta/hasMaxValue
http://meta.icos-cp.eu/ontologies/cpmeta/hasStringId
http://meta.icos-cp.eu/ontologies/cpmeta/isRegexColumn
http://meta.icos-cp.eu/ontologies/cpmeta/hasSkipStoragePolicy
http://meta.icos-cp.eu/ontologies/cpmeta/hasActualColumnNames
http://meta.icos-cp.eu/ontologies/cpmeta/hasKeyword
http://meta.icos-cp.eu/ontologies/cpmeta/hasStationSpecificParam
http://meta.icos-cp.eu/ontologies/cpmeta/hasMinValue
http://meta.icos-cp.eu/ontologies/cpmeta/hasHideFromSearchPolicy
http://meta.icos-cp.eu/ontologies/cpmeta/isOptionalVariable
http://www.opengis.net/ont/geosparql#hasSerialization
http://meta.icos-cp.eu/ontologies/cpmeta/fundingInfoProp
http://meta.icos-cp.eu/ontologies/cpmeta/latlongs
http://meta.icos-cp.eu/ontologies/cpmeta/containsString
http://meta.icos-cp.eu/ontologies/cpmeta/hasOtcId
http://meta.icos-cp.eu/ontologies/cpmeta/isRegexVariable
http://purl.org/dc/terms/bibliographicCitation
http://meta.icos-cp.eu/ontologies/cpmeta/hasTemporalResolution
http://meta.icos-cp.eu/ontologies/cpmeta/hasPolicy
http://meta.icos-cp.eu/ontologies/cpmeta/isOptionalColumn
http://meta.icos-cp.eu/ontologies/cpmeta/hasCitationString
http://meta.icos-cp.eu/ontologies/cpmeta/hasDoi
http://meta.icos-cp.eu/ontologies/cpmeta/hasSamplingHeight
http://meta.icos-cp.eu/ontologies/cpmeta/hasKeywords
http://purl.org/dc/terms/title
http://schema.org/image
http://meta.icos-cp.eu/ontologies/cpmeta/hasGoodFlagValue
http://meta.icos-cp.eu/ontologies/cpmeta/hasVariableName

Results for P11: Missing domain or range in properties. 27 cases | Important Important

Object and/or datatype properties without domain or range (or none of them) are included in the ontology.

• This pitfall appears in the following elements:
http://purl.org/dc/terms/hasPart
http://www.w3.org/2004/02/skos/core#broader
http://meta.icos-cp.eu/ontologies/cpmeta/wasPerformedBy
http://purl.org/dc/terms/creator
http://meta.icos-cp.eu/ontologies/cpmeta/wasHostedBy
http://purl.org/dc/terms/format
http://www.w3.org/ns/ssn/hasSubSystem
http://meta.icos-cp.eu/ontologies/cpmeta/wasParticipatedInBy
http://www.w3.org/ns/prov#atLocation
http://www.w3.org/ns/ssn/hasDeployment
http://www.w3.org/ns/ssn/forProperty
http://meta.icos-cp.eu/ontologies/cpmeta/wasPerformedWith
http://schema.org/image
http://purl.org/dc/terms/title
http://purl.org/dc/terms/bibliographicCitation
http://meta.icos-cp.eu/ontologies/cpmeta/hasOtcId
http://purl.org/dc/terms/date
http://purl.org/dc/terms/description
http://meta.icos-cp.eu/ontologies/cpmeta/latlongs
http://meta.icos-cp.eu/ontologies/cpmeta/fundingInfoProp
http://meta.icos-cp.eu/ontologies/cpmeta/hasHideFromSearchPolicy
http://meta.icos-cp.eu/ontologies/cpmeta/hasSkipStoragePolicy
http://purl.org/dc/terms/dateSubmitted
http://meta.icos-cp.eu/ontologies/cpmeta/hasStringId
http://meta.icos-cp.eu/ontologies/cpmeta/hasSkipPidMintingPolicy
http://meta.icos-cp.eu/ontologies/cpmeta/hasEtcId
http://meta.icos-cp.eu/ontologies/cpmeta/hasAtcId

Tip: Solving this pitfall may lead to new results for other pitfalls and suggestions. We encourage you to solve all cases when needed and see what else you can get from OOPS!

Results for P13: Inverse relationships not explicitly declared. 59 cases | Minor Minor

This pitfall appears when any relationship (except for those that are defined as symmetric properties using owl:SymmetricProperty) does not have an inverse relationship (owl:inverseOf) defined within the ontology.

• OOPS! has the following suggestions for the relationships without inverse:
http://www.w3.org/ns/prov#hadPrimarySource could be inverse of http://www.w3.org/ns/prov#wasRevisionOf

• Sorry, OOPS! has no suggestions for the following relationships without inverse:
http://meta.icos-cp.eu/ontologies/cpmeta/belongsToTheNetworkOf
http://meta.icos-cp.eu/ontologies/cpmeta/operatesOn
http://meta.icos-cp.eu/ontologies/cpmeta/hasActualVariable
http://meta.icos-cp.eu/ontologies/cpmeta/hasValueType
http://meta.icos-cp.eu/ontologies/cpmeta/wasPerformedWith
http://meta.icos-cp.eu/ontologies/cpmeta/hasAncillaryObjectValue
http://www.w3.org/ns/ssn/forProperty
http://www.w3.org/ns/ssn/hasDeployment
http://meta.icos-cp.eu/ontologies/cpmeta/hasFunder
http://meta.icos-cp.eu/ontologies/cpmeta/wasAcquiredBy
http://meta.icos-cp.eu/ontologies/cpmeta/atOrganization
http://meta.icos-cp.eu/ontologies/cpmeta/hasObjectSpec
http://www.w3.org/ns/prov#atLocation
http://meta.icos-cp.eu/ontologies/cpmeta/hasLinkbox
http://meta.icos-cp.eu/ontologies/cpmeta/hasAssociatedProject
http://meta.icos-cp.eu/ontologies/cpmeta/locatedAt
http://meta.icos-cp.eu/ontologies/cpmeta/hasWebpageElements
http://meta.icos-cp.eu/ontologies/cpmeta/containsDataset
http://meta.icos-cp.eu/ontologies/cpmeta/isNextVersionOf
http://meta.icos-cp.eu/ontologies/cpmeta/hasInstrumentOwner
http://meta.icos-cp.eu/ontologies/cpmeta/wasParticipatedInBy
http://www.w3.org/ns/ssn/hasSubSystem
http://purl.org/dc/terms/format
http://meta.icos-cp.eu/ontologies/cpmeta/hasMembership
http://meta.icos-cp.eu/ontologies/cpmeta/hasSamplingPoint
http://meta.icos-cp.eu/ontologies/cpmeta/wasProducedBy
http://meta.icos-cp.eu/ontologies/cpmeta/impliesDefaultLicence
http://meta.icos-cp.eu/ontologies/cpmeta/hasSpatialCoverage
http://meta.icos-cp.eu/ontologies/cpmeta/hasQuantityKind
http://meta.icos-cp.eu/ontologies/cpmeta/hasResponsibleOrganization
http://meta.icos-cp.eu/ontologies/cpmeta/hasEncoding
http://meta.icos-cp.eu/ontologies/cpmeta/hasValueFormat
http://meta.icos-cp.eu/ontologies/cpmeta/hasColumn
http://meta.icos-cp.eu/ontologies/cpmeta/hasClimateZone
http://meta.icos-cp.eu/ontologies/cpmeta/hasFunding
http://meta.icos-cp.eu/ontologies/cpmeta/wasHostedBy
http://meta.icos-cp.eu/ontologies/cpmeta/hasSpecificDatasetType
http://www.w3.org/ns/prov#wasAssociatedWith
http://meta.icos-cp.eu/ontologies/cpmeta/hasEcosystemType
http://meta.icos-cp.eu/ontologies/cpmeta/hasFormat
http://meta.icos-cp.eu/ontologies/cpmeta/isQualityFlagFor
http://meta.icos-cp.eu/ontologies/cpmeta/hasVendor
http://meta.icos-cp.eu/ontologies/cpmeta/hasVariable
http://meta.icos-cp.eu/ontologies/cpmeta/hasDocumentationObject
http://meta.icos-cp.eu/ontologies/cpmeta/hasDataTheme
http://purl.org/dc/terms/creator
http://meta.icos-cp.eu/ontologies/cpmeta/hasRole
http://www.w3.org/ns/prov#wasGeneratedBy
http://meta.icos-cp.eu/ontologies/cpmeta/hasAncillaryEntry
http://meta.icos-cp.eu/ontologies/cpmeta/broaderEcosystem
http://meta.icos-cp.eu/ontologies/cpmeta/wasPerformedBy
http://meta.icos-cp.eu/ontologies/cpmeta/wasPerformedAt
http://www.opengis.net/ont/geosparql#hasGeometry
http://meta.icos-cp.eu/ontologies/cpmeta/wasSubmittedBy
http://meta.icos-cp.eu/ontologies/cpmeta/hasInstrumentComponent
http://www.w3.org/2004/02/skos/core#broader
http://purl.org/dc/terms/hasPart

Results for P24: Using recursive definitions. 3 cases | Important Important

An ontology element (a class, an object property or a datatype property) is used in its own definition. Some examples of this would be: (a) the definition of a class as the enumeration of several classes including itself; (b) the appearance of a class within its owl:equivalentClass or rdfs:subClassOf axioms; (c) the appearance of an object property in its rdfs:domain or range rdfs:range definitions; or (d) the appearance of a datatype property in its rdfs:domain definition.

• This pitfall appears in the following elements:
http://meta.icos-cp.eu/ontologies/cpmeta/Collection
http://meta.icos-cp.eu/ontologies/cpmeta/DataObject
http://meta.icos-cp.eu/ontologies/cpmeta/DocumentObject

Results for P39: Ambiguous namespace. ontology* | Critical Critical

This pitfall consists in declaring neither the ontology URI nor the xml:base namespace. If this is the case, the ontology namespace is matched to the file location. This situation is not desirable, as the location of a file might change while the ontology should remain stable, as proposed in [12].

*This pitfall applies to the ontology in general instead of specific elements.

Results for P40: Namespace hijacking. 1 case | Critical Critical

It refers to reusing or referring to terms from another namespace that are not defined in such namespace. This is an undesirable situation as no information can be retrieved when looking up those undefined terms. This pitfall is related to the Linked Data publishing guidelines provided in [11]: "Only define new terms in a namespace that you control" and to the guidelines provided in [5].

• This pitfall appears in the following elements:
http://creativecommons.org/ns#license

• For detecting this pitfall we rely on TripleChecker. See more results at TripleChecker website. Up to now this pitfall is only available for the "Scanner by URI" option.

SUGGESTION: symmetric or transitive object properties. 5 cases

The domain and range axioms are equal for each of the following object properties. Could they be symmetric or transitive?
http://meta.icos-cp.eu/ontologies/cpmeta/isNextVersionOf
http://meta.icos-cp.eu/ontologies/cpmeta/isQualityFlagFor
http://www.w3.org/ns/prov#hadPrimarySource
http://meta.icos-cp.eu/ontologies/cpmeta/broaderEcosystem
http://www.w3.org/ns/prov#wasRevisionOf


According to the highest importance level of pitfall found in your ontology the conformace bagde suggested is "Critical pitfalls" (see below). You can use the following HTML code to insert the badge within your ontology documentation:


Critical pitfalls were found
<p>
<a href="http://oops.linkeddata.es"><img
	src="http://oops.linkeddata.es/resource/image/oops_critical.png"
	alt="Critical pitfalls were found" height="69.6" width="100" /></a>
</p>


References:

  • [1] Aguado-De Cea, G., Montiel-Ponsoda, E., Poveda-Villalón, M., and Giraldo-Pasmin, O.X. (2015). Lexicalizing Ontologies: The issues behind the labels. In Multimodal communication in the 21st century: Professional and academic challenges. 33rd Conference of the Spanish Association of Applied Linguistics (AESLA), XXXIII AESLA.
  • [2] Noy, N. F., McGuinness, D. L., et al. (2001). Ontology development 101: A guide to creating your first ontology.
  • [3] Gómez-Pérez, A. (1999). Evaluation of Taxonomic Knowledge in Ontologies and Knowledge Bases. Proceedings of the Banff Knowledge Acquisition for Knowledge-Based Systems Workshop. Alberta, Canada.
  • [4] Montiel-Ponsoda, E., Vila Suero, D., Villazón-Terrazas, B., Dunsire, G., Escolano Rodríguez, E., Gómez-Pérez, A. (2011). Style guidelines for naming and labeling ontologies in the multilingual web.
  • [5] Vrandecic, D. (2010). Ontology Evaluation. PhD thesis.
  • [6] Gómez-Pérez, A. (2004). Ontology evaluation. In Handbook on ontologies, pages 251-273. Springer.
  • [7] Rector, A., Drummond, N., Horridge, M., Rogers, J., Knublauch, H., Stevens, R., Wang, H., and Wroe, C. (2004). Owl pizzas: Practical experience of teaching owl-dl: Common errors & common patterns. In Engineering Knowledge in the Age of the Semantic Web, pages 63-81. Springer.
  • [8] Hogan, A., Harth, A., Passant, A., Decker, S., and Polleres, A. (2010). Weaving the pedantic web. In Proceedings of the WWW2010 Workshop on Linked Data on the Web, LDOW 2010, Raleigh, USA, April 27, 2010.
  • [9] Archer, P., Goedertier, S., and Loutas, N. (2012). D7. 1.3-study on persistent URIs, with identification of best practices and recommendations on the topic for the Mss and the EC. PwC EU Services.
  • [10] Bernes-Lee Tim. (2006). “Linked Data - Design issues”. http://www.w3.org/DesignIssues/LinkedData.html
  • [11] Heath, T. and Bizer, C. (2011). Linked Data: Evolving the Web into a Global Data Space. Morgan & Claypool, 1st edition.
  • [12] Vatant, B. (2012). Is your linked data vocabulary 5-star?. http://bvatant.blogspot.fr/2012/02/is-your-linked-data-vocabulary-5-star_9588.html

How to cite OOPS!

Poveda-Villalón, María, Asunción Gómez-Pérez, and Mari Carmen Suárez-Figueroa. "OOPS!(Ontology Pitfall Scanner!): An on-line tool for ontology evaluation." International Journal on Semantic Web and Information Systems (IJSWIS) 10.2 (2014): 7-34.


BibTex:


@article{poveda2014oops,
 title={{OOPS! (OntOlogy Pitfall Scanner!): An On-line Tool for Ontology Evaluation}},
 author={Poveda-Villal{\'o}n, Mar{\'i}a and G{\'o}mez-P{\'e}rez, Asunci{\'o}n and Su{\'a}rez-Figueroa, Mari Carmen},
 journal={International Journal on Semantic Web and Information Systems (IJSWIS)},
 volume={10},
 number={2},
 pages={7--34},
 year={2014},
 publisher={IGI Global}
}

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