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Full-Text Articles in Physical Sciences and Mathematics
On The Road To Intelligent Web Applications, Hisham Assal, Kym J. Pohl, Jens G. Pohl
On The Road To Intelligent Web Applications, Hisham Assal, Kym J. Pohl, Jens G. Pohl
Collaborative Agent Design (CAD) Research Center
Increasing access to data sources on the Internet offers expanding opportunities for equipping intelligent applications with the content they require whether broad in scope or rich in detail. Although typically originating within the web in a semi-structured form, with the use of inference-based translation and analysis mechanisms such content can be transformed into useful information and ultimately into actionable knowledge. Service-Oriented Architecture (SOA) offers a platform for accessing the web as invocable resources and effectively incorporating multiple sources of data and capabilities on the Internet into enterprise applications. Adding inference capabilities to SOA-based applications not only aids in the translation …
A Reasonable Semantic Web, Pascal Hitzler, Frank Van Harmelen
A Reasonable Semantic Web, Pascal Hitzler, Frank Van Harmelen
Computer Science and Engineering Faculty Publications
The realization of Semantic Web reasoning is central to substantiating the Semantic Web vision. However, current mainstream research on this topic faces serious challenges, which forces us to question established lines of research and to rethink the underlying approaches. We argue that reasoning for the Semantic Web should be understood as "shared inference," which is not necessarily based on deductive methods. Model-theoretic semantics (and sound and complete reasoning based on it) functions as a gold standard, but applications dealing with large-scale and noisy data usually cannot afford the required runtimes. Approximate methods, including deductive ones, but also approaches based on …
Semantic Web – Interoperability, Usability, Applicability, Pascal Hitzler, Krzysztof Janowicz
Semantic Web – Interoperability, Usability, Applicability, Pascal Hitzler, Krzysztof Janowicz
Computer Science and Engineering Faculty Publications
No abstract provided.