中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Predicting Mental Health Status in the Context of Web Browsing

文献类型:会议论文

作者Nie, D (Nie, Dong); Ning, Y (Ning, Yue); Zhu, TS (Zhu, Tingshao)
出版日期2012
会议日期DEC 04-07, 2012
会议地点Macau, PEOPLES R CHINA
关键词Mental Health Web Browsing Behavior Prediction And Recommendation
卷号3
期号不详
DOI10.1109/WI-IAT.2012.196
页码185-189
英文摘要

Currently, people around the world are suffering from mental disorders. Given the wide-spread use of the Internet, we propose to predict users' mental health status based on browsing behavior, and further recommend suggestions for adjustment. To identify mental health status, we extract the user's web browsing behavior, and train a Support Vector Machine(SVM) model for prediction. Based on the predicted status, our recommender system generates suggestions for adjusting mental disorders. We have implemented a system named WebMind as the experimental platform integrated with the predicting model and recommendation engine. We have conducted user study to test the effectiveness of the predicting model, and the result demonstrates that the recommender system performs fairly well.

会议录2012 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY WORKSHOPS (WI-IAT WORKSHOPS
语种英语
源URL[http://ir.psych.ac.cn/handle/311026/26556]  
专题心理研究所_社会与工程心理学研究室
作者单位Univ Chinese Acad Sci, CAS, Inst Psychol, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714
Nie, D ,Ning, Y ,Zhu, TS . Predicting Mental Health Status in the Context of Web Browsing[C]. 见:. Macau, PEOPLES R CHINA. DEC 04-07, 2012.

入库方式: OAI收割

来源:心理研究所

浏览0
下载0
收藏0
其他版本

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。