语言行为和社会科学的未来
Ryan L Boyd1, David M Markowitz2
1Department of Computer Science, Stony Brook University.
The American psychologist
|May 30, 2024
概括
自然语言处理 (NLP) 正在跨学科迅速扩展. 这篇论文敦促将NLP与行为科学相结合,以便对人类思想和行为进行负责任的跨学科研究.
科学领域:
- 行为科学 行为科学
- 计算机科学 计算机科学
- 数字人文学科 数字人文学科
背景情况:
- 自然语言处理 (NLP) 在各种学术领域正在经历快速增长.
- 在NLP的进步为分析语言数据提供了强大的工具,以了解人类的思想,感受和行为.
- NLP研究正处于一个关键的关键时刻,准备对社会产生重大影响.
研究的目的:
- 为NLP研究的跨学科演变提供框架.
- 强调NLP与已建立的行为科学知识和理论的整合.
- 探索NLP技术的共同演变及其心理社会影响.
主要方法:
- 文学评论和对NLP在行为和社会科学中的作用的概念分析.
- 讨论语言分析的伦理考虑和实际影响.
- 在跨学科和心理社会背景下对NLP的发展进行框架.
主要成果:
- NLP在提供对个体思想和社会动态的洞察力方面的潜力非常重要.
- 迫切需要将NLP的进步与行为科学的现有科学原则相协调.
- 在未来3-5年的NLP发展轨迹将决定其对社会的影响.
结论:
- NLP研究必须以跨学科的方式发展,与行为科学相结合,以更深入地了解人类状况.
- 负责任的发展需要考虑道德后果和心理社会影响.
- 通过NLP进行语言分析对理解个人和社会行为有着深刻的影响.
相关概念视频
Behaviorism
2.3K
The field of behaviorism was pioneered by figures such as Ivan Pavlov, John B. Watson, and B.F. Skinner fundamentally shifted the focus of psychology to the observable and controllable aspects of human and animal behavior. This shift marked a critical evolution in the discipline, emphasizing scientific rigor and experimental methodology.
The core premise of behaviorism is its focus on observable behavior rather than internal thoughts or feelings. This approach argues that true scientific...
The core premise of behaviorism is its focus on observable behavior rather than internal thoughts or feelings. This approach argues that true scientific...
2.3K
Attribution Theory
13.0K
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).
13.0K
Social Proof
27.7K
Social proof is a form of persuasion based on comparison and conformity. People compare their behavior and actions to what others are doing and will change to conform to do what their peers do.
27.7K
Social Facilitation
31.9K
Not all intergroup interactions lead to negative outcomes. Sometimes, being in a group situation can improve performance. Social facilitation occurs when an individual performs better when an audience is watching than when the individual performs the behavior alone. This typically occurs when people are performing a task for which they are skilled.
31.9K
Contemporary Psychology
541
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...
541
Social Cognitive Perspective on Personality
523
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...
523


