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Chaotic nature and large size of unstructured big-data gathered in this way, and semantic barriers for understanding and classifying the content are among other difficulties which challenge efficiency and effectiveness of such methods.
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The lack of semantic metadata is becoming a barrier for the in-depth study and wide application.
An important tool in breaking down this barrier is the Semantic Web.
Semantic interoperability requires unambiguous semantics.
To overcome these barriers, this paper proposes a hybrid semantic-augmented MAS (OMAS), consisting of a Service Management Agent, a Configuration Agent, a Member Management Agent, a Process-Driven Module and a Semantic-Enhanced Module.
From a situation of rapid change and influx of new technologies we can assume that technological problems are to be solved; there are now other issues related to semantic, organizational, legal and political interoperability that are the barriers.
Still, Graph Search's greatest barrier to usage is unfamiliarity with pecking in semantic queries like "Cafes in San Francisco visited by friends of friends".
The development and application of appropriate semantic web technologies, (for example, a food allergen ontology) could help to overcome these barriers and promote the development of more advanced analytic capabilities.
The test for the nutrition and physical exercise part has been created following the same semantic structure: "I am certain that I can do xx, even if yy (barrier)" [ 83].
The main barriers to the implementation of teleradiology service crossing organisational or state borders are technical and semantic interoperability and legal issues.
Is this semantic quibbling?
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com