解构视觉数据新闻中的隐含信念:数据背后的不稳定含义作为真理和设计的洞察力
IEEE transactions on visualization and computer graphics
|November 19, 2025
概括
这项研究解构了视觉数据新闻,揭示了客观性/主观性和人文主义/机制之间的内在紧张关系. 这些信念是由社会力量塑造的,而不是孤立的,影响数据讲故事的成功.
科学领域:
- 定性研究方法的方法.
- 在数据可视化中的批判理论应用.
- 信息设计的社会技术分析.
背景情况:
- 视觉数据新闻将新闻实践与数据可视化相结合.
- 现有的研究往往忽略了隐含的,往往矛盾的信念,这些信念是该领域的基础.
- 了解这些信念对于推进数据讲故事和可视化研究至关重要.
研究的目的:
- 用批判理论来解构视觉数据新闻中的隐含信念.
- 探索视觉数据新闻中使用的语言中意义的不稳定性.
- 通过检查基础假设,重新定义视觉数据讲故事中的"成功".
主要方法:
- 与17位国际视觉数据记者进行的定性访谈研究.
- 从文学批评应用解构方法来分析采访数据.
- 遗传学分析以在历史和社会框架内对已识别的信仰进行背景分析.
主要成果:
- 确定了两种对立的隐含信念:客观性与主观性,以及人文主义与机制.
- 证明这些信仰受到外部社会力量和历史范式转变的影响.
- 在视觉数据新闻中挑战了自我封闭信念的概念.
结论:
- 像解构和家谱这样的关键理论为分析视觉数据新闻提供了有价值的框架.
- 在视觉数据讲故事中重新定义"成功"需要承认和理解这些隐含的信念.
- 多样化可视化研究成果需要检查围绕数据化和数据可视化的社会技术问题.
相关概念视频
Attitudes
32.7K
Attitude is our evaluation of a person, an idea, or an object. We have attitudes for many things ranging from products that we might pick up in the supermarket to people around the world to political policies. Typically, attitudes are favorable or unfavorable: positive or negative (Eagly & Chaiken, 1993). And, they have three components: an affective component (feelings), a behavioral component (the effect of the attitude on behavior), and a cognitive component (belief and knowledge;...
32.7K
Stereotypes, Prejudice, and Discrimination
94.8K
Humans are very diverse and although we share many similarities, we also have many differences. The social groups we belong to help form our identities (Tajfel, 1974). These differences may be difficult for some people to reconcile, which may lead to prejudice toward people who are different. Prejudice is a negative attitude and feeling toward an individual based solely on one’s membership in a particular social group (Allport, 1954; Brown, 2010). Prejudice is common against people who...
94.8K
Structuralism
3.1K
Structuralism, an early psychological theory developed by Wilhelm Wundt and his student Edward Bradford Titchener, sought to dissect the human mind into its most fundamental components. Wundt's groundbreaking work in his laboratory set the stage for Titchener to define structuralism's goal as cataloging the "atoms" of the mind—sensations, images, and feelings—akin to how chemists identify elements of matter.
Titchener's approach to structuralism was unique. He...
Titchener's approach to structuralism was unique. He...
3.1K
Hindsight Biases
4.2K
Hindsight bias leads you to believe that the event you just experienced was predictable, even though it really wasn’t. In other words, you knew all along that things would turn out the way they did. Can you relate this to the phrase "Hindsight is 20/20" now?
4.2K
Cognitive Dissonance
36.8K
Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
36.8K
Gestalt Principles of Perception
1.0K
Gestalt principles provide a framework for understanding how humans perceive objects as unified wholes within their context. These principles are essential in explaining the cognitive processes that make sense of complex visual stimuli by organizing them into coherent groups. One fundamental principle is proximity, which posits that objects located close to each other are perceived as a collective group. For instance, when dots are positioned near one another, the visual system interprets them...
1.0K


