一个计算方法来理解人格和在线产品的互动
Francis Joseph Costello1, Cheong Kim2
1CUHK Business School, Chinese University of Hong Kong, Sha Tin, Hong Kong.
Scientific reports
|March 31, 2025
概括
本研究介绍了人格同化实质性分析 (PAMA) 框架,展示了用户个性特征和产品材料负担能力如何动态地塑造在线参与. 了解这种相互作用可以优化数字市场和个性化的建议.
科学领域:
- 人与计算机的交互
- 心理学 心理学 心理学
- 社会学 社会学 社会学
背景情况:
- 人格特征传统上被视为稳定,但技术互动可能会影响其表达.
- 技术产品的物质负担能力显著影响用户体验和参与度.
- 现有的框架缺乏个性和产品实质性之间的动态相互作用的综合模型.
研究的目的:
- 介绍人格同化物质分析 (PAMA) 框架.
- 探索在线技术产品环境中人格特征和物质能力的共同演变.
- 分析个性-物质交互如何影响用户参与和产品性能.
主要方法:
- 使用亚马逊评论数据集进行计算分析.
- 应用装配理论和面向对象的本体学 (OOO) 原则.
- 分析了产品的负担能力 (认知,身体,功能,感官) 以及个性特征.
主要成果:
- 展示了用户个性和技术产品的物质属性之间的动态相互作用.
- 发现人格-物质性相互作用显著影响产品参与度和在数字市场上的表现.
- 重新概念化个性作为一种由技术对象的物质特征所塑造的新兴属性.
结论:
- PAMA框架为理解人与技术的互动提供了一种新的方法.
- 调查结果为优化数字市场和个性化推系统提供了实用的见解.
- 强调在技术组合中对个性和物质的相互塑造,用于未来的研究.
相关概念视频
Attribution Theory
12.9K
Behavior is a product of both the situation (e.g., cultural influences, social roles, and the presence of bystanders) and of the person (e.g., personality characteristics). Subfields of psychology tend to focus on one influence or behavior over others. Situationism is the view that our behavior and actions are determined by our immediate environment and surroundings. In contrast, dispositionism holds that our behavior is determined by internal factors (Heider, 1958).
12.9K
Social Cognitive Perspective on Personality
429
Social cognitive perspectives on personality emphasize the importance of conscious awareness, beliefs, expectations, and goals in shaping behavior. These perspectives incorporate behaviorist principles, such as learning through reinforcement and conditioning, but extend beyond them by highlighting human reasoning and planning. Unlike traditional behaviorist views, social cognitive theory focuses on how individuals reflect on their past experiences and plan for future outcomes by considering...
429
Routes of Persuasion
63.5K
Persuasion is the process of changing our attitude toward something based on some kind of communication. Much of the persuasion we experience comes from outside forces. How do people convince others to change their attitudes, beliefs, and behaviors? What communications do you receive that attempt to persuade you to change your attitudes, beliefs, and behaviors?
63.5K
Introduction to Personality Psychology
14.9K
Personality encompasses a set of enduring traits and behavioral patterns that define how individuals think, feel, and interact, ultimately shaping their unique identities. The concept of personality has deep historical roots, deriving from the Latin term "persona," which means "mask." This term initially referred to the roles played by actors in ancient theater, signifying the different facets individuals display in various contexts.
Early Theories of Personality
The study of...
Early Theories of Personality
The study of...
14.9K
Stereotype Content Model
13.9K
The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
13.9K
Contemporary Psychology
436
Psychology explores human behavior and mental processes through various lenses, each offering unique insights. This overview examines key subfields, including biopsychology, evolutionary, developmental, personality, and social psychology, highlighting their approaches and contributions to understanding complex human behaviors.
Biopsychology
Biopsychology, also known as biological psychology or behavioral neuroscience, focuses on the biological underpinnings of behavior and mental processes. It...
Biopsychology
Biopsychology, also known as biological psychology or behavioral neuroscience, focuses on the biological underpinnings of behavior and mental processes. It...
436


