Topics, Concepts, and Measurement: A Crowdsourced Procedure for Validating Topics as Measures
Topics, Concepts, and Measurement: A Crowdsourced Procedure for Validating Topics as Measures
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Publisher
New York, USA: Cambridge University Press
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Language
English
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Publisher
New York, USA: Cambridge University Press
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Contents
Topic models, as developed in computer science, are effective tools for exploring and summarizing large document collections. When applied in social science research, however, they are commonly used for measurement, a task that requires careful validation to ensure that the model outputs actually capture the desired concept of interest. In this pap...
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Topics, Concepts, and Measurement: A Crowdsourced Procedure for Validating Topics as Measures
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TN_cdi_proquest_journals_2711749561
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2711749561
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ISSN
1047-1987
E-ISSN
1476-4989
DOI
10.1017/pan.2021.33
