相关实验视频
Updated: Sep 11, 2025

06:48
The HoneyComb Paradigm for Research on Collective Human Behavior
Published on: January 19, 2019
9.5K
在校园内学生的多样性行为集群,具有宏观的注意力
Wanghu Chen1, Zongjuan Wu2, Siqi Zeng2
1School of Computer Science and Engineering, Northwest Normal University, Lanzhou, 730070, China. chenwh@nwnu.edu.cn.
Scientific reports
|August 14, 2025
概括
这项研究引入了宏观注意力 (MA) 以分析使用大数据的各种个体行为. 基于MA的聚类揭示了对学业成绩的重大影响,有助于早期识别有风险的学生.
科学领域:
- 行为科学是一种行为科学.
- 数据科学是数据科学.
- 认知心理学 认知心理学
背景情况:
- 从多来源数据分析复杂的个体行为是具有挑战性的.
- 认知心理学认为行为是对对象的关注.
- 现有的方法缺乏全面的行为模式分析.
研究的目的:
- 提出一个新的框架,宏观注意力 (MA),用于描述各种各样的个体行为.
- 用校园大数据分析MA对学业绩的影响.
- 开发一种基于MA的聚类方法来识别行为模式及其学术相关性.
主要方法:
- 开发了一个宏观注意力 (MA) 框架,分析来自校园网络,WiFi和智能卡系统的行为数据.
- 引入了MA特征:稳定性,跨度,移动性和分布性.
- 在校园行为集群方法中使用时间卷积网络 (TCN) 来提取特征.
主要成果:
- 基于MA的聚类在像轮系数和戴维斯-博尔丁指数这样的指标上表现优于传统方法.
- 确定了学生集群之间的MA质量分布的显著统计差异.
- 与B集群相比,A集群的学生获得顶级奖学金的可能性高出39%.
结论:
- 宏观注意力 (MA) 稳定性和分布性与学业成绩呈正相关性.
- 基于MA的聚类有效地揭示了与学术成功相关的行为模式.
- 该框架允许及时检测有风险的学生进行主动干预.
相关概念视频
Attention-Deficit/Hyperactivity Disorder
290
Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by persistent inattention, hyperactivity, and impulsivity. It affects approximately 5-8% of children globally, with around 60-70% of cases persisting into adulthood. ADHD has significant implications for educational attainment, social interactions, and occupational success.
Diagnostic Criteria and Symptoms
To diagnose ADHD, symptoms must manifest before age 12 and be evident across multiple settings....
Diagnostic Criteria and Symptoms
To diagnose ADHD, symptoms must manifest before age 12 and be evident across multiple settings....
290
Naturalistic Observations
15.9K
If you want to understand how behavior occurs, one of the best ways to gain information is to simply observe the behavior in its natural context. However, people might change their behavior in unexpected ways if they know they are being observed. How do researchers obtain accurate information when people tend to hide their natural behavior? As an example, imagine that your professor asks everyone in your class to raise their hand if they always wash their hands after using the restroom. Chances...
15.9K
Behaviorism
2.7K
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...
2.7K
Behavior Modification
235
Behavioral approaches have often been criticized for ignoring mental processes and focusing solely on observable behavior. However, these approaches provide an optimistic perspective for individuals seeking to change their behaviors. Rather than concentrating on intrinsic personality traits, behavioral approaches suggest that even longstanding habits can be modified by changing the reward contingencies that maintain them.
A real-world application of operant conditioning principles is applied...
A real-world application of operant conditioning principles is applied...
235
What is Behavior?
9.3K
Behaviors are actions that an organism engages in—they can be related to finding food, reproducing, defending against threats, and many other possible actions. Behaviors include activities related to the environment around the animal—such as migration—as well as social interactions within a species or population. Many behaviors involve motor output—that is, muscle movements—while others involve less visible actions, such as learning.
9.3K
Cross-Sectional Research
11.8K
In cross-sectional research, a researcher compares multiple segments of the population at the same time. If they were interested in people's dietary habits, the researcher might directly compare different groups of people by age. Instead of following a group of people for 20 years to see how their dietary habits changed from decade to decade, the researcher would study a group of 20-year-old individuals and compare them to a group of 30-year-old individuals and a group of 40-year-old...
11.8K

