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Data-mining Based Expert Platform for the Spectral Inspection

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arxiv 1406.3766 v1 pith:R2OYU32Q submitted 2014-06-14 astro-ph.IM

Data-mining Based Expert Platform for the Spectral Inspection

Hai-Jun Tian , Yang Tu , Yan-Xia Zhang , Yong-Heng Zhao , Guo-Hong Lei , Bo-Liang He , Chen-Zhou Cui , Xue-Lei Chen This is my paper
classification astro-ph.IM
keywords platformdata-mininglayerspectraexpertexpertsinspectlarge
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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We propose and preliminarily implement a data-mining based platform to assist experts to inspect the increasing amount of spectra with low signal to noise ratio (SNR) generated by large sky surveys. The platform includes three layers: data-mining layer, data-node layer and expert layer. It is similar to the GalaxyZoo project and VO-compatible. The preliminary experiment suggests that this platform can play an effective role in managing the spectra and assisting the experts to inspect a large number of spectra with low SNR.

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