TY - JOUR
T1 - Semantic-based web service discovery and chaining for building an Arctic spatial data infrastructure
AU - Li, W.
AU - Yang, C.
AU - Nebert, D.
AU - Raskin, R.
AU - Houser, P.
AU - Wu, H.
AU - Li, Z.
PY - 2011/11
Y1 - 2011/11
N2 - 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.
AB - 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.
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U2 - 10.1016/j.cageo.2011.06.024
DO - 10.1016/j.cageo.2011.06.024
M3 - Article
AN - SCOPUS:80055005388
SN - 0098-3004
VL - 37
SP - 1752
EP - 1762
JO - Computers and Geosciences
JF - Computers and Geosciences
IS - 11
ER -