Data-mining Based Expert Platform for the Spectral Inspection
  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. 
Hai-Jun Tian, Yang Tu, Yan-Xia Zhang, Yong-Heng Zhao, Guo-Hong Lei,   Bo-Liang He, Chen-Zhou Cui, Xue-Lei Chen
astro-ph.IM