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Bias, diversity, and challenges to fairness in classification and automated text analysis. From libraries to AI and back
Libraries are increasingly relying on computational methods, including methods from Artificial Intelligence (AI).
Political representation bias in DBpedia and Wikidata as a challenge for downstream processing
We describe a case study of the relative over- or under-representation of Belgian political parties between 1990 and 2020 in the English-language DBpedia, the Dutch-language DBpedia, and Wikidata, and highlight the many decisions needed with regard to the design of this data analysis and the assumptions behind it, as well as implications from the results.
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