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The purpose of this study is to apply a set of ethical criteria to compare the level of bias of six online databases produced by two major art museums, identifying the most biased and the least biased databases. [...] For most variables the online system database is more balanced and ethical than the API dataset and Wikidata item collection of ...
In a subsequent study, the same researchers compared about 4,000 Wikipedia articles related to U.S. politics (written by an online community) with the corresponding articles in Encyclopædia Britannica (written by experts) using similar methods as their 2010 study to measure "slant" (Democratic vs. Republican) and to quantify the degree of bias ...
For the first part, images were retrieved from Google Search results for 3,495 social categories drawn from WordNet, a canonical database of categories in the English language. These categories include occupations—such as doctor, lawyer and carpenter—and generic social roles, such as neighbour, friend and colleague.
As with research examining other kinds of bias (like gender, language or geography), studying political bias involves the non-trivial problem of defining a "neutral" baseline against which to compare Wikipedia's content. For example, in a series of earlier papers that (among other results) found Wikipedia to be "more slanted towards Democratic ...
Articles listed here may need more work than usual to approach a neutral point of view. For articles that are currently unbalanced, see NPOV dispute instead. Articles on this list should be checked from time to time to monitor developments in the presentation of the issues. Use the "related changes" link to quickly review changes to these articles.
[10] [11] This systemic bias in editor demographic results in cultural bias, gender bias, and lack of information about the Global South. [12] [13] There are two broad types of bias, which are implicit (when a topic is omitted) and explicit (when a certain POV is supported in an article or by references). [10]
Wikipedia strives for a neutral point of view, both in terms of the articles that are created and the content, perspectives and sources within those articles.However, the encyclopedia fails in this goal because of systemic bias created by the editing community's narrow social and cultural demographic.
Sometimes, you will come across a Wikipedia article that seems to have a serious point-of-view problem. It reads as a biased diatribe against the subject of the article. Or perhaps it reads as a biased diatribe in favor of the subject and against critics. Either way, you want it changed.