Semantic Technology for Enterprise Architects

The Semantic Enterprise

Part 3 in the Enterprise-scale Semantic Systems Series

The interests of enterprise architects and semantic technologists do not align. An enterprise architect has the viewpoint of the enterprise and its full breadth of IT requirements, from security to access to content and maintainability (all of which needs to be justified to non-IT managers). The semantic technologist tends to view his entire world through the lens of semantic technologies.

If one is a resident within the semantic technology community, more often than not today’s assessment is that semantics have yet to be successful.Overall Enterprise-scale Semantic Architecture If the deployment somehow does not have semantic technologies front and center, then it is largely invisible. The fact that semantic technologies are the core enablers from initiatives ranging from Siri to Pandora to Google and recommendation engines is not embraced and credited: the semantic contribution is hidden.

If one is an enterprise architect, the primacy of whether semantic technologies are in play or not is a non-issue. There are many piece parts to be fulfilled; the system and overall architecture are the concern, not any individual component. The architecture must be broken apart, with the assessment of the suitability of any individual component not based solely on its standalone capabilities, but also as part of an inter-operating whole.

Semantic technology has generally not penetrated well into the enterprise (though it sometimes has in some of the consumer plays as noted above) because its advocates (and, therefore, deployers) have not understood its role. Sometimes semantic technologies are visible, but, more often than not, they are not. The natural role of semantic technologies is in content and schema mediation, functions which reside generally at the repository level and not that of the user.

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