Semantic-based web service discovery and chaining for building an Arctic spatial data infrastructure
Increasing interests in a global environment and climate change have led to studies focused on the changes in the multinational Arctic region. To facilitate Arctic research, a spatial data infrastructure (SDI), where Arctic data, information, and services are shared and integrated in a seamless mann...
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Veröffentlicht in: | Computers & geosciences 2011-11, Vol.37 (11), p.1752-1762 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Increasing interests in a global environment and climate change have led to studies focused on the changes in the multinational Arctic region. To facilitate Arctic research, a spatial data infrastructure (SDI), where Arctic data, information, and services are shared and integrated in a seamless manner, particularly in light of today's climate change scenarios, is urgently needed. In this paper, we utilize the knowledge-based approach and the spatial web portal technology to prototype an Arctic SDI (ASDI) by proposing (1) a hybrid approach for efficient service discovery from distributed web catalogs and the dynamic Internet; (2) a domain knowledge base to model the latent semantic relationships among scientific data and services; and (3) an intelligent logic reasoning mechanism for (semi-)automatic service selection and chaining. A study of the influence of solid water dynamics to the bio-habitat of the Arctic region is used as an example to demonstrate the prototype.
► A hybrid approach for efficient web service discovery from distributed catalogs. ► A knowledge base for modeling semantic relationships among data and services. ► An intelligent mechanism for (semi-)automatic service selection and chaining. |
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ISSN: | 0098-3004 1873-7803 |
DOI: | 10.1016/j.cageo.2011.06.024 |