Data

Radio Galaxy Zoo: #Tagging Radio Subjects using Text

The University of Western Australia
Chen, Dawei ; Kerai, Vinay ; Alger, Matthew J. ; Wong, O. Ivy ; Ong, Cheng Soon
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ctx_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rfr_id=info%3Asid%2FANDS&rft_id=info:doi10.5281/zenodo.7783667&rft.title=Radio Galaxy Zoo: #Tagging Radio Subjects using Text&rft.identifier=10.5281/zenodo.7783667&rft.publisher=Zenodo&rft.description=RadioTalk is a platform that enabled citizen scientists of the Radio Galaxy Zoo (RGZ) project to provide additional descriptions of the radio subjects they were observing. This dataset contains a wealth of auxiliary information in the form of tags and comments which are especially valuable for extended radio sources. Our work is the first to explore this dataset, and for the first time, we combine text and image features to automatically classify radio galaxies using a machine learning approach. Text annotations are rare but valuable sources of information for the classification of astronomical sources.&rft.creator=Chen, Dawei &rft.creator=Kerai, Vinay &rft.creator=Alger, Matthew J. &rft.creator=Wong, O. Ivy &rft.creator=Ong, Cheng Soon &rft.date=2023&rft.type=dataset&rft.language=English Access the data
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RadioTalk is a platform that enabled citizen scientists of the Radio Galaxy Zoo (RGZ) project to provide additional descriptions of the radio subjects they were observing. This dataset contains a wealth of auxiliary information in the form of tags and comments which are especially valuable for extended radio sources. Our work is the first to explore this dataset, and for the first time, we combine text and image features to automatically classify radio galaxies using a machine learning approach. Text annotations are rare but valuable sources of information for the classification of astronomical sources.

Notes

External Organisations
Australian National University; The University of Western Australia; CSIRO - Space and Astronomy; CSIRO - Data 61
Associated Persons
Dawei Chen (Creator); Vinay Kerai (Creator); Matthew J. Alger (Creator); Cheng Soon Ong (Creator)

Issued: 2023-03-30

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Identifiers
ACN 633 798 857