Introducing an automated subject classifier
Classification, Automatic indexing, Thesauri, Library automation, Technological change
The library community understands the value of controlled vocabularies in enhancing resource discovery. There is however ongoing tension between that value and the cost of maintaining and applying specialist vocabularies. This paper presents the outcomes of a 2014-15 trial of automated subject indexing at the Australian Council for Educational Research. The integration of a machine learning classification tool has resulted in streamlined workflows and increased use of machine-readable data. Insights were gained into the decisions human indexers make in using a controlled vocabulary, and into the importance of quality abstracts and metadata.
Mitchell, Pru; Grimston, Tine; and Parkes, Robert, "Introducing an automated subject classifier" (2016).
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This work is licensed under a Creative Commons Attribution-Noncommercial 4.0 License
Copyright 2016 Australian Council for Educational Research. This work is licensed under a Creative Commons Attribution-NonCommercial License.
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