SIMBAD references

2023MNRAS.522.2584B - Mon. Not. R. Astron. Soc., 522, 2584-2600 (2023/June-3)

Radio galaxy zoo EMU: towards a semantic radio galaxy morphology taxonomy.

BOWLES M., TANG H., VARDOULAKI E., ALEXANDER E.L., LUO Y., RUDNICK L., WALMSLEY M., PORTER F., SCAIFE A.M.M., SLIJEPCEVIC I.V., ADAMS E.A.K., DRABENT A., DUGDALE T., GURKAN G., HOPKINS A.M., JIMENEZ-ANDRADE E.F., LEAHY D.A., NORRIS R.P., RAHMAN S.F.U., OUYANG X., SEGAL G., SHABALA S.S. and WONG O.I.

Abstract (from CDS):

We present a novel natural language processing (NLP) approach to deriving plain English descriptors for science cases otherwise restricted by obfuscating technical terminology. We address the limitations of common radio galaxy morphology classifications by applying this approach. We experimentally derive a set of semantic tags for the Radio Galaxy Zoo EMU (Evolutionary Map of the Universe) project and the wider astronomical community. We collect 8486 plain English annotations of radio galaxy morphology, from which we derive a taxonomy of tags. The tags are plain English. The result is an extensible framework, which is more flexible, more easily communicated, and more sensitive to rare feature combinations, which are indescribable using the current framework of radio astronomy classifications.

Abstract Copyright: © 2023 The Author(s). Published by Oxford University Press on behalf of Royal Astronomical Society.

Journal keyword(s): standards - methods: statistical - catalogues - galaxies: statistics - radio continuum: galaxies

Status at CDS : All or part of tables of objects could be ingested in SIMBAD with priority 2.

Simbad objects: 5

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