Use technical means to identify network racism remarks
February 25, 2022 08:02 Source: "China Social Sciences" February 25, 2022 Issue 2355 Author: Liu Chang/Compilation

  bet365 Play online games A new study display,The social media platform should rely on the resources and influence it owns,Effectively identify racist speech in the network。

February 17,The official website of the University of Michigan introduced a study of the school's associate professor Libby Hemphill, an associate professor of the School bet365 best casino games of Information.。This research examines the difference between white supremacy and ordinary remarks、Social media identify the difficulty of whitening in the supremacy of whites、Whether the white supremeist and how to avoid platform detection,And provide suggestions on how to improve automated identification methods for racist speech。

Researchers use machine learning algorithms、Dynamic theme modeling and other methods,Analyze the data of mainstream social media platforms and extremist social media platforms,Found several features of white people's supreme remarks。First,Frequent bet365 best casino games use of color nouns (such as "white") refers to the race/population of different skin colors。2,Use "white" with other words (such as "power") with other words that will not be marked with the detection system。third,The use of uncivilized language is less than common levels of social media,in order to avoid a detection mechanism based on "offensive language"。Fourth,Performance on the mainstream platform and extremism platform。fifth,The news and complaints published in the years have been consistent for many years。sixth,Describes Jews with racial vocabulary bet365 live casino games instead of religious vocabulary。

Researchers said,In view of the above characteristics and more advanced computer technology、The increasingly abundant data,White supremacy is recognizable。but,The social media platform still has great defects in this regard,It is difficult to distinguish the language of racist speech and language universal but low -harmful remarks。Researchers provide several suggestions for the platform: perform their own rules; create a detection model with data using extremist websites; find specific language signs;,Reduce the attention Bet365 lotto review of uncivilized language; training arbiters and algorithms,Make them realize that white supremacy is dangerous。

  (Liu Chang/Compilation

Editor in charge: Changchang
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