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arxiv: 1406.3766 · v1 · submitted 2014-06-14 · 🌌 astro-ph.IM

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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
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classification 🌌 astro-ph.IM
keywords platformdata-mininglayerspectraexpertexpertsinspectlarge
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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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