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- W1983298051 abstract "ABSTRACT A new application framework for virtual observatory (VO) is designed for discovering unknown knowledgefrom thousands of astronomical catalogs which have already released and are accessible through VO services.The framework consist of two new technologies to seamlessly associate data queried from SkyNode supporteddatabases with data mining(DM) algorithms, which either come from third-party software or are developeddirectly above the framework. The rst one is a high level programming language, called Job Description Lan-guage (JDL), for describing jobs for data accessing and numerical computation based on web services. Thesecond technology is a computation component standard with both local and web service invocation interface,which is named as CompuCell. It is a universal solution for integrating arbitrary third-party DM software intothe framework so as to invoke them directly in JDL program. We implement a prototype with a JDL supportedportal and achieve clustering algorithm in CompuCell components. We combine a series of data mining proce-dures with a data access procedure by pr ogramming in JDL on the portal. A scie ntic research, which recognizesOB associations from 2MASS catalog, is treated as a demonstration for the prototype. It conrms the feasibilityof the application framework.Keywords: Architecture, Virtual Obser vatory, Data Mining, Web S ervice, Grid, Integration" @default.
- W1983298051 created "2016-06-24" @default.
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- W1983298051 date "2006-06-14" @default.
- W1983298051 modified "2023-10-16" @default.
- W1983298051 title "An astronomical data mining application framework for virtual observatory" @default.
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- W1983298051 doi "https://doi.org/10.1117/12.670139" @default.
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