Radio galaxy zoo EMU: Towards a semantic radio galaxy morphology taxonomy
نویسندگان
چکیده
We present a novel natural language processing (NLP) approach to deriving plain English descriptors for science cases otherwise restricted by obfuscating technical terminology. address the limitations of common radio galaxy morphology classifications applying this approach. experimentally derive set semantic tags Radio Galaxy Zoo EMU (Evolutionary Map Universe) project and wider astronomical community. collect 8,486 annotations morphology, from which we taxonomy tags. The are English. result is an extensible framework more flexible, easily communicated, sensitive rare feature combinations indescribable using current astronomy classifications.
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ژورنال
عنوان ژورنال: Monthly Notices of the Royal Astronomical Society
سال: 2023
ISSN: ['0035-8711', '1365-8711', '1365-2966']
DOI: https://doi.org/10.1093/mnras/stad1021