基于主题-情感融合的帕罗西汀治疗孤独症评论数据研究  

Study on Comment Data of Paroxetine Treatment of Autism Based on Theme-affective Fusion

作　　者：吕艳华 崔云龙 王康龙 钟小云 陈家珠 LYU Yanhua;CUI Yunlong;WANG Kanglong;ZHONG Xiaoyun;CHEN Jiazhu(School of Management,Shanxi Medical University,Taiyuan 030600,China)

机构地区：[1]山西医科大学管理学院,太原030600

出　　处：《医学信息学杂志》2025年第1期28-32,38,共6页Journal of Medical Informatics

基　　金：国家社会科学基金一般项目(项目编号:20BTQ064)。

摘　　要：目的/意义挖掘网络用户关于帕罗西汀治疗孤独症的相关评论,揭示患者的关注焦点和情感态度。方法/过程利用双词主题模型和情感分析方法,分析多个媒体平台关于帕罗西汀治疗孤独症的评论文本,挖掘文本的主题分布和情感倾向。结果/结论从5个方面分析患者对药物的关注焦点和情感态度,为孤独症患者及相关医务工作者提供有价值的信息,为更好地满足患者需求、改善其生活质量提供参考依据。Purpose/Significance The comments of internet users on paroxetine treatment of autism are mined to reveal the patients’focus of attention and emotional attitude.Method/Process By using the biterm topic model(BTM)and sentiment analysis method,the paper analyzes the comments about paroxetine treatment of autism on multiple media platforms,and explores the topic distribution and affective tendency of the texts.Result/Conclusion The focus of attention and emotional attitude of patients to drugs are analyzed from 5 aspects,which provides valuable information for autistic patients and related medical staffs,and provides references for better meeting the needs of patients and improving their quality of life.

关 键 词：双词主题模型 孤独症 帕罗西汀 评论数据 情感分析 

分 类 号：R-058[医药卫生]