Bengaluru: The prevalence of hate speech<\/a> and violent content<\/a> dropped on Facebook<\/a> during the December quarter, according to the social network’s latest community standards enforcement report. 流行的改善主要是由于改变Facebook为减少问题在新闻Feed内容,副总统(完整性)家伙罗森说。乐动扑克 班加罗尔:的患病率仇恨言论和暴力内容掉在脸谱网12月的季度,根据社交网络社区的最新标准执行报告。
The company said hate speech prevalence dropped from 0.10-0.11% to 0.07-0.08% — or seven to eight views of hate speech for every 10,000 views of content. The prevalence of violent and graphic content also dropped from 0.07% to 0.05% and adult nudity content dropped from 0.05-0.06% to 0.03-0.04%, it added.
Guy Rosen, vice president-integrity at Facebook, said the improvement in prevalence is mainly due to changes the company made for reducing problematic content in News Feed.
According to him, each post is ranked by processes that take into account a combination of integrity signals, such as how likely a piece of content is to violate Facebook’s policies, as well as signals the company receives from people, such as from surveys or actions they take on the platform like hiding or reporting posts.
\"Improving how we use these signals helps tailor News Feed to each individual’s preferences, and also reduces the number of times we display posts that later may be determined to violate our policies,\" Rosen said.
Facebook said its proactive rate, the percentage of content it took action on before a user reported it, improved in certain problem areas, most notably bullying and harassment. Proactive rate for bullying and harassment went from 26% in the July-September period to 49% in the October-December period on Facebook, and 55% to 80% on Instagram.
Improvements in Facebook’s Artificial Intelligence algorithm in areas where nuance and context are essential — such as hate speech or bullying and harassment — helped the company scale its efforts in keeping people safe.
\"This year, we plan to share additional metrics on Instagram and add new policy categories on Facebook. We’re also working to make our enforcement data easier for people to understand by making these reports more interactive,\" Rosen said.
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Facebook说,仇恨言论,暴力内容在2020年Oct-Dec下降
该公司表示仇恨言论患病率从-0.11%至0.10降到-0.08%至0.07——或者七到八视图每10000仇恨言论的视图的内容。暴力和图形内容的患病率也从0.07%下降到0.05%,成人裸体内容从0.05 - -0.06%下降到0.03 - -0.04%,它补充说。
)副president-integrity Facebook表示,改善患病率的变化主要是由于该公司为减少问题在新闻提要的内容。乐动扑克
“改善我们如何使用这些信号有助于新闻Feed适应每个人的喜好,同时也减少了我们稍后显示帖子的次数可乐动扑克能决定违反了我们的政策,”罗森说。
Facebook表示,其主动率、内容的百分比在用户报告之前采取行动,改善在某些问题,尤其是欺凌和骚扰。欺凌和骚扰主动率从26%到49%当季10在Facebook上,并在Instagram 55%到80%。
Facebook的人工智能算法的改善地区细微差别和上下文是必不可少的,比如仇恨言论或欺凌和骚扰——帮助公司规模努力保证人们的安全。
“今年,我们计划分享Instagram附加指标和添加新政策类别在Facebook上。我们也努力使我们的执法数据更容易让人们理解通过这些报告更多的互动,”罗森说。
Bengaluru: The prevalence of hate speech<\/a> and violent content<\/a> dropped on Facebook<\/a> during the December quarter, according to the social network’s latest community standards enforcement report.
The company said hate speech prevalence dropped from 0.10-0.11% to 0.07-0.08% — or seven to eight views of hate speech for every 10,000 views of content. The prevalence of violent and graphic content also dropped from 0.07% to 0.05% and adult nudity content dropped from 0.05-0.06% to 0.03-0.04%, it added.
Guy Rosen, vice president-integrity at Facebook, said the improvement in prevalence is mainly due to changes the company made for reducing problematic content in News Feed.
According to him, each post is ranked by processes that take into account a combination of integrity signals, such as how likely a piece of content is to violate Facebook’s policies, as well as signals the company receives from people, such as from surveys or actions they take on the platform like hiding or reporting posts.
\"Improving how we use these signals helps tailor News Feed to each individual’s preferences, and also reduces the number of times we display posts that later may be determined to violate our policies,\" Rosen said.
Facebook said its proactive rate, the percentage of content it took action on before a user reported it, improved in certain problem areas, most notably bullying and harassment. Proactive rate for bullying and harassment went from 26% in the July-September period to 49% in the October-December period on Facebook, and 55% to 80% on Instagram.
Improvements in Facebook’s Artificial Intelligence algorithm in areas where nuance and context are essential — such as hate speech or bullying and harassment — helped the company scale its efforts in keeping people safe.
\"This year, we plan to share additional metrics on Instagram and add new policy categories on Facebook. We’re also working to make our enforcement data easier for people to understand by making these reports more interactive,\" Rosen said.
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