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- Multimedia_Web_Ontology_Language abstract "Machine interpretation of documents and services in Semantic Web environment is primarily enabled by (a) the capability to mark documents, document segments and services with semantic tags and (b) the ability to establish contextual relations between the tags with a domain model, which is formally represented as ontology. Human beings use natural languages to communicate an abstract view of the world. Natural language constructs are symbolic representations of human experience and are close to the conceptual model that Semantic Web technologies deal with. Thus, Natural language constructs have been naturally used to represent the ontology elements. This makes it convenient to apply Semantic Web technologies in the domain of textual information. In contrast, multimedia documents are perceptual recording of human experience. An attempt to use a conceptual model to interpret the perceptual records gets severely impaired by the semantic gap that exists between the perceptual media features and the conceptual world. Notably, the concepts have their roots in perceptual experience of human beings and the apparent disconnect between the conceptual and the perceptual world is rather artificial. The key to semantic processing of multimedia data lies in harmonizing the seemingly isolated conceptual and the perceptual worlds. Representation of the Domain knowledge needs to be extended to enable perceptual modeling, over and above conceptual modeling that is presently supported. The perceptual model of a domain primarily comprises observable media properties of the concepts. Such perceptual models are useful for semantic interpretation of media documents, just as the conceptual models help in the semantic interpretation of textual documents.Multimedia Ontology language (M-OWL) is an ontology representation language that enables such perceptual modeling. It assumes a causal model of the world, where observable media features are caused by underlying concepts. In MOWL, it is possible to associate different types of media features in different media format and at different levels of abstraction with the concepts in a closed domain. The associations are probabilistic in nature to account for inherent uncertainties in observation of media patterns. The spatial and temporal relations between the media properties characterizing a concept (or, event) can also be expressed using MOWL. Often the concepts in a domain inherit the media properties of some related concepts, such as a historic monument inheriting the color and texture properties of its building material. It is possible to reason with the media properties of the concepts in a domain to derive an Observation Model for a concept. Finally, MOWL supports an abductive reasoning framework using Bayesian networks, that is robust against imperfect observations of media data.".
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- Multimedia_Web_Ontology_Language wikiPageExternalLink citation.cfm?id=2069280.
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- Multimedia_Web_Ontology_Language wikiPageExternalLink articleDetails.jsp?tp=&arnumber=6690686&queryText%3DAn+ontology+based+personalized+garment+recommendation+system.
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- Multimedia_Web_Ontology_Language wikiPageExternalLink citation.cfm?id=1460676.1460686&coll=ACM&dl=ACM&CFID=90432420&CFTOKEN=38407543.
- Multimedia_Web_Ontology_Language wikiPageExternalLink Ontology_specification_and_integration_for_multimedia_applications.
- Multimedia_Web_Ontology_Language wikiPageExternalLink wi.
- Multimedia_Web_Ontology_Language wikiPageExternalLink iib_vol14no1_article3.pdf.
- Multimedia_Web_Ontology_Language wikiPageExternalLink ~premi05.
- Multimedia_Web_Ontology_Language wikiPageExternalLink event.
- Multimedia_Web_Ontology_Language wikiPageID "11988917".
- Multimedia_Web_Ontology_Language wikiPageRevisionID "605253061".
- Multimedia_Web_Ontology_Language hasPhotoCollection Multimedia_Web_Ontology_Language.
- Multimedia_Web_Ontology_Language subject Category:Multimedia.
- Multimedia_Web_Ontology_Language subject Category:Ontology_languages.
- Multimedia_Web_Ontology_Language subject Category:Semantic_Web.
- Multimedia_Web_Ontology_Language type Abstraction100002137.
- Multimedia_Web_Ontology_Language type Communication100033020.
- Multimedia_Web_Ontology_Language type Language106282651.
- Multimedia_Web_Ontology_Language type OntologyLanguages.
- Multimedia_Web_Ontology_Language comment "Machine interpretation of documents and services in Semantic Web environment is primarily enabled by (a) the capability to mark documents, document segments and services with semantic tags and (b) the ability to establish contextual relations between the tags with a domain model, which is formally represented as ontology. Human beings use natural languages to communicate an abstract view of the world.".
- Multimedia_Web_Ontology_Language label "Multimedia Web Ontology Language".
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- Multimedia_Web_Ontology_Language sameAs Q6934786.
- Multimedia_Web_Ontology_Language sameAs Q6934786.
- Multimedia_Web_Ontology_Language sameAs Multimedia_Web_Ontology_Language.
- Multimedia_Web_Ontology_Language wasDerivedFrom Multimedia_Web_Ontology_Language?oldid=605253061.
- Multimedia_Web_Ontology_Language isPrimaryTopicOf Multimedia_Web_Ontology_Language.