有毒评论与维基百科志愿编辑活动减少有关
Ivan Smirnov1, Camelia Oprea2, Markus Strohmaier3,4,5
1Graduate Research School, University of Technology Sydney, 15 Broadway, Sydney 2007, Australia.
PNAS nexus
|December 7, 2023
概括
维基百科上的有毒言论显著减少了编辑活动,并增加了他们离开该项目的可能性. 缓解毒性对于这个协作百科全书的成功至关重要.
科学领域:
- 计算社会科学 计算社会科学
- 数字通信研究 数字通信研究
- 信息科学 信息科学 信息科学
背景情况:
- 维基百科是一个非常成功的大规模合作项目,依靠志愿编辑.
- 像维基百科这样的开放协作平台的成功可能会受到有毒言论的重大影响.
- 了解毒性的影响对于保持编辑参与和项目健康至关重要.
研究的目的:
- 分析有毒评论对维基百科编辑行为的影响.
- 量化毒性对编辑活动和记忆的影响.
- 为维基百科项目建模毒性的更广泛影响.
主要方法:
- 分析了来自六个主要维基百科语言版本的用户讨论页面的5700万条评论.
- 检查编辑活动和离开数据与暴露于有毒言论的关系.
- 使用基于代理的模型来模拟平台上的毒性影响.
主要成果:
- 有毒评论始终与编辑活动的短期减少有关 (每个用户活跃的0.5-2天).
- 毒性与编辑永久离开维基百科项目的风险明显高.
- 毒性的累积效应可能导致大量的生产力损失,并阻碍整体项目的进展.
结论:
- 有毒言论对维基百科的可持续性和生产力构成重大威胁.
- 对有毒言论的缓解策略对于保护协作平台至关重要.
- 解决毒性对于确保维基百科和类似在线社区的持续成功和增长至关重要.
相关概念视频
Toxic Reactions: Overview
982
When toxic substances penetrate the human body, they disseminate to various tissues, undergoing metabolic changes. This process yields reactive metabolites that may covalently bind with specific target molecules, resulting in toxicity.
Toxicity falls into two primary categories: local and systemic.
Local toxicity appears at the exposure site, such as protein denaturation caused by caustic substances.
In contrast, systemic toxicity requires the toxic agent's absorption and distribution,...
Toxicity falls into two primary categories: local and systemic.
Local toxicity appears at the exposure site, such as protein denaturation caused by caustic substances.
In contrast, systemic toxicity requires the toxic agent's absorption and distribution,...
982
Types of Toxins
1.7K
Humans continually engage with an environment rich in potentially harmful chemicals. These are introduced to our bodies through inhalation, ingestion, or skin contact. These chemicals exist in various forms, such as air and environmental pollutants, agricultural chemicals, organic solvents, and heavy metals.
Air pollutants, primarily gases, pose significant threats to respiratory health, leading to conditions like hypoxia, lung cancer, and in extreme cases, death.
Environmental pollutants like...
Air pollutants, primarily gases, pose significant threats to respiratory health, leading to conditions like hypoxia, lung cancer, and in extreme cases, death.
Environmental pollutants like...
1.7K
Enhanced Elimination of Poison
521
Poison can be effectively removed from the gastrointestinal (GI) tract through various decontamination procedures.
Antidotes serve a crucial role in counteracting the effects of poison by inhibiting enzymes responsible for producing harmful drug metabolites. In some cases, these toxic metabolites can be neutralized by endogenous cosubstrates, which are maintained at specific concentrations to prevent interaction with cellular macromolecules and subsequent cell death.
Renal excretion is the...
Antidotes serve a crucial role in counteracting the effects of poison by inhibiting enzymes responsible for producing harmful drug metabolites. In some cases, these toxic metabolites can be neutralized by endogenous cosubstrates, which are maintained at specific concentrations to prevent interaction with cellular macromolecules and subsequent cell death.
Renal excretion is the...
521
Anticholinesterase Agents: Poisoning and Treatment
877
Anticholinesterases, also known as cholinesterase inhibitors, work by blocking the breakdown of acetylcholine, leading to its accumulation in the synaptic cleft. This accumulation indirectly enhances both muscarinic and nicotinic actions. These agents are classified as reversible or irreversible based on their mechanism of action.
Irreversible agents form a strong bond with the cholinesterase enzyme, making it inactive. The breakdown of the phosphorylated enzyme is...
Irreversible agents form a strong bond with the cholinesterase enzyme, making it inactive. The breakdown of the phosphorylated enzyme is...
877
Threats to Biodiversity
22.3K
There have been five major extinction events throughout geological history, resulting in the elimination of biodiversity, followed by a rebound of species that adapted to the new conditions. In the current geological epoch, the Holocene, there is a sixth extinction event in progress. This mass extinction has been attributed to human activities and is thus provisionally called the Anthropocene. In 2019 the human population reached 7.7 billion people and is projected to comprise 10 billion by...
22.3K
Bioremediation
18.6K
Bioremediation is the use of prokaryotes, fungi, or plants to remove pollutants from the environment. This process has been used to remove harmful toxins in groundwater as a byproduct of agricultural run-off and also to clean up oil spills.
18.6K


