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Semantics\sqcap Scalability\models\bot? Are Semantics and Scalability Incompatible?

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So called “Semantic Technologies” are rapidly becoming mainstream technologies, with RDF and OWL now being deployed in diverse application domains, and with major technology vendors starting to augment their existing systems accordingly. This is, however, only the first step for Semantic Web research; we need to demonstrate that the Semantic Technologies we are developing can (be made to) exhibit robust scalability if deployments in large scale applications are to be successful. In this talk I will review the evolution of Semantic Technologies to date, and show how research ideas from logic based knowledge representation developed into a mainstream technology. I will then go on to examine the scalability challenges arising from deployment in large scale applications, and discuss ongoing research aimed at addressing them.

This talk is part of the Microsoft Research Machine Learning and Perception Seminars series.

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