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Source bias is the tendency to select information sources to support a confirmation bias or negativity bias on a particular set of beliefs or values. [1] Source bias plays an important role in generating echo chambers .
Sentiment analysis (also known as opinion mining or emotion AI) is the use of natural language processing, text analysis, computational linguistics, and biometrics to systematically identify, extract, quantify, and study affective states and subjective information.
Common sources of bias include political, financial, religious, philosophical, or other beliefs. Although a source may be biased, it may be reliable in the specific context. When dealing with a potentially biased source, editors should consider whether the source meets the normal requirements for reliable sources, such as editorial control, a ...
Egocentric bias is the tendency to rely too heavily on one's own perspective and/or have a different perception of oneself relative to others. [34] The following are forms of egocentric bias: Bias blind spot, the tendency to see oneself as less biased than other people, or to be able to identify more cognitive biases in others than in oneself. [35]
However, biased sources are not inherently disallowed based on bias alone, although other aspects of the source may make it invalid. A neutral point of view should be achieved by balancing the bias in sources based on the weight of the opinion in reliable sources and not by excluding sources that do not conform to the editor's point of view.
Common method bias occurs when the same method or instrument is used to collect data from multiple sources, which can lead to an over-representation of certain factors. Common source bias occurs when the information or data collected is influenced by a single source, such as a single individual, group, or organisation.
Narrative bias, also known as narrative information bias, is a cognitive bias that skews perceptions towards information contained in individual narratives, as compared to complex data or other forms of information.
Fact-checking can be conducted before or after the text or content is published or otherwise disseminated. Internal fact-checking is such checking done in-house by the publisher to prevent inaccurate content from being published; when the text is analyzed by a third party, the process is called external fact-checking .