CI-Miner: semantically enhancing scientific processes
| Autor: | Aída Gándara, Leonardo Salayandia, Ann Q. Gates, Paulo Pinheiro da Silva |
|---|---|
| Rok vydání: | 2009 |
| Předmět: |
Knowledge management
Process (engineering) business.industry Computer science Scale (chemistry) Realization (linguistics) Earth and Planetary Sciences(all) 02 engineering and technology Data science Field (computer science) Data sharing Cyberinfrastructure Action (philosophy) 020204 information systems 0202 electrical engineering electronic engineering information engineering Ontology General Earth and Planetary Sciences 020201 artificial intelligence & image processing business |
| Zdroj: | Earth Science Informatics. 2:249-269 |
| ISSN: | 1865-0481 1865-0473 |
| DOI: | 10.1007/s12145-009-0038-3 |
| Popis: | The realization of an international cyberinfrastructure of shared resources to overcome time and space limitations is challenging scientists to rethink how to document their processes. Many known scientific process requirements that would normally be considered impossible to implement a few years ago are close to becoming a reality for scientists, such as large scale integration and data reuse, data sharing across distinct scientific domains, comprehensive support for explaining process results, and full search capability for scientific products across domains. This article introduces the CI-Miner approach that can be used to aggregate knowledge about scientific processes and their products through the use of semantic annotations. The article shows how this aggregated knowledge is used to benefit scientists during the development of their research activities. The discussion is grounded on lessons learned through the use of CI-Miner to semantically annotate scientific processes in the areas of geo-sciences, environmental sciences and solar physics: A use case in the field of geo-science illustrates the CI-Miner approach in action. |
| Databáze: | OpenAIRE |
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