Data-mining Based Expert Platform for the Spectral Inspection
Abstract
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 it is 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.
- Publication:
-
Statistical Challenges in 21st Century Cosmology
- Pub Date:
- May 2014
- DOI:
- 10.1017/S1743921314013453
- arXiv:
- arXiv:1406.3766
- Bibcode:
- 2014IAUS..306..292T
- Keywords:
-
- techniques: photometric;
- methods: data analysis;
- catalogs;
- Astrophysics - Instrumentation and Methods for Astrophysics
- E-Print:
- techniques: photometric, methods: data analysis, catalogs