Visual Data Mining in Mental Health : Network Analysis of Mindfulness Processes and Anxiety Symptoms
文献类型:会议论文
作者 | Luo,Huangwei4; Zhou,Yanyun3; Fang,Yuan2![]() |
出版日期 | 2024 |
会议名称 | 2024 7th International Conference on Computer Information Science and Application Technology, CISAT 2024 |
会议日期 | 2024 |
会议地点 | 不详 |
通讯作者邮箱 | li, pengyuan |
DOI | 10.1109/CISAT62382.2024.10695215 |
页码 | 450-453 |
英文摘要 | Despite previous research exploring the relationship between mindfulness and anxiety, the constraints of analytical tools have resulted in few studies examining these relationships at a micro level. This study employs network analysis, a visual data mining technique, combined with psychopathological network theory to investigate the connections between specific mindfulness processes and anxiety symptoms. A total of 550 young adults (Mage =19.27, SD=1.60) participated in the study. The results indicate that 'future preoccupation' is the mindfulness process most closely related to anxiety symptoms, particularly 'social anxiety.' Additionally, 'focus on present' emerged as the most susceptible mindfulness process to external influences, likely due to participants' lack of prior mindfulness practice. This study deepens our understanding of the relationships between mindfulness processes and anxiety symptoms and demonstrates the broad potential of visual data mining in psychology. |
收录类别 | EI |
会议录 | 2024 7th International Conference on Computer Information Science and Application Technology, CISAT 2024
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源URL | [http://ir.psych.ac.cn/handle/311026/49078] ![]() |
专题 | 心理研究所_中国科学院心理健康重点实验室 |
作者单位 | 1.University of Chinese Academy of Sciences, Department of Psychology, Beijing, China 2.Institute of Psychology, Chinese Academy of Sciences, Cas Key Laboratory of Mental Health, Beijing, China 3.Nanjing University of Posts and Telecommunications, College of Education Science and Technology, Nanjing, China 4.University College London, Division of Psychology and Language Sciences, London, United Kingdom |
推荐引用方式 GB/T 7714 | Luo,Huangwei,Zhou,Yanyun,Fang,Yuan,et al. Visual Data Mining in Mental Health : Network Analysis of Mindfulness Processes and Anxiety Symptoms[C]. 见:2024 7th International Conference on Computer Information Science and Application Technology, CISAT 2024. 不详. 2024. |
入库方式: OAI收割
来源:心理研究所
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