Automated metadata annotation: What is and is not possible with machine learning

نویسندگان

چکیده

ABSTRACT Automated metadata annotation is only as good training dataset, or rules that are available for the domain. It's important to learn what type of data content a pre-trained machine learning algorithm has been trained on understand its limitations and potential biases. Consider readily train an algorithm—what's popular what's available. However, scholarly historical often not in consumable, homogenized, interoperable formats at large volume required learning. There exceptions such science medicine, where large, well documented collections This paper presents current state automated cultural heritage research data, discusses challenges identified from use cases, proposes solutions.

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ژورنال

عنوان ژورنال: Data intelligence

سال: 2023

ISSN: ['2096-7004', '2641-435X']

DOI: https://doi.org/10.1162/dint_a_00162