分析方法改善决策标准方法在管理数字社交道的分析方法
Solomiia Fedushko1,2, Kateryna Molodetska3, Yuriy Syerov1
1Social Communication and Information Activity Department, Lviv Polytechnic National University, 79000, Lviv, Ukraine.
Heliyon
|June 22, 2023
概括
本研究介绍了一种决策方法,用于管理数字社区,优化有效性并最大限度地降低有害内容和对抗性沟通的风险. 该方法增强了在线社交网络中的管理者决策.
科学领域:
- 社会科学 社会科学 社会科学
- 信息科学 信息科学 信息科学
- 计算机科学 计算机科学
背景情况:
- 社交媒体上的数字社区促进了互动,但面临着敌对沟通和有害内容的挑战.
- 有害内容的传播对这些在线空间内的用户信息安全构成风险.
- 有效管理数字社区对于减轻负面在线互动至关重要.
研究的目的:
- 提出和评估一种决策方法,用于在不确定性和对抗性行为中管理数字社区.
- 优化社区管理的有效性,同时尽量减少有害内容带来的潜在危险.
- 解决数字社交道中信息安全的挑战.
主要方法:
- 在完全不确定性,对抗性行为和部分不确定性条件下,分析数字社区管理中的信息情况.
- 应用决策标准,包括沃尔德,萨维奇和赫维茨标准.
- 在Facebook的在线社区中实施和测试拟议的方法.
主要成果:
- 拟议的技术明显提高了数字社区经理做出的决策的有效性和有效性.
- 该研究证实了该方法在预防社区冲突的不利后果和减轻信息安全风险方面的实用性.
- 该研究验证了在不确定的和敌对的在线环境中应用决策策略的有效性.
结论:
- 开发的方法为数字社区经理提供了一个有价值的工具,帮助他们做出明智的决策.
- 有效的社区管理策略对于应对在线互动和混合战争的复杂性至关重要.
- 这些发现有助于更好地了解在社交媒体和信息安全的背景下管理数字社区.
相关概念视频
01:14Decision Making: Traditional Method
4.1K
The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic using the sample data, and interpreting these values.
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
4.1K
01:20Decision Making
150
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Automatic decision-making is fast, intuitive, and relies on gut feelings...
150
01:09Decision Making: P-value Method
5.5K
The process of hypothesis testing based on the P-value method includes calculating the P- value using the sample data and interpreting it.
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
5.5K
01:21Manipulation and Analysis
45
GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
45
01:37Reason and Intuition
6.5K
The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
6.5K
01:15Methods of Documentation VI: Case Management Model
600
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
For example, a patient with a chronic...
600