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Semantic Web-based Intelligent Geospatial Web Services by Peng Yue

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Published by Springer New York, Imprint: Springer in New York, NY .
Written in English

Subjects:

  • Computer Imaging, Vision, Pattern Recognition and Graphics,
  • Information systems,
  • Computer Systems Organization and Communication Networks,
  • Information Systems and Communication Service,
  • Computer network architectures,
  • Computer vision,
  • Artificial Intelligence (incl. Robotics),
  • Geographical Information Systems/Cartography,
  • Geographic information systems,
  • Artificial intelligence,
  • Computer science

Book details:

About the Edition

By introducing Semantic Web technologies into geospatial Web services, this book addresses the semantic description of geospatial data and standards-based Web services, discovery of geospatial data and services, and generation of composite services. Semantic descriptions for geospatial data, services, and geoprocessing service chains are structured, organized, and registered in geospatial catalogue services. The ontology-based approach helps to improve the recall and precision of data and services discovery. Semantics-enabled metadata tracking and satisfaction allows analysts to focus on the generation of a geospatial process model rather than spending large amounts of time in data preparation. “DataType”-driven service composition and path planning can help to automate a range of knowledge discovery processes in a limited geospatial domain. Process planning facilitates the construction of complex services and models for geocomputation. A three-phase procedure to cover the lifecycle of service chaining and to identify the roles of the methods involved is proposed. It includes process modeling, process model instantiation, and workflow execution. The approach is implemented in a prototype system with use cases to demonstrate applicability. The objective of the research is to develop the key technologies for an intelligent geospatial knowledge system based on Web services to automate the data discovery and data preprocessing steps in the distributed Web service environment, to automate a range of knowledge discovery processes in a limited geospatial domain, using the automated construction and execution of service chains, and to facilitate the construction of complex services and models for geocomputation.

Edition Notes

Statementby Peng Yue
SeriesSpringerBriefs in Computer Science
ContributionsSpringerLink (Online service)
Classifications
LC ClassificationsQA75.5-76.95
The Physical Object
Format[electronic resource] /
PaginationVIII, 111 p. 42 illus.
Number of Pages111
ID Numbers
Open LibraryOL27087037M
ISBN 109781461468097

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