Depression Detection Using Digital Traces on Social Media: A Knowledge-aware Deep Learning Approach

IF 5.9 2区管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS

Journal of Management Information Systems Pub Date : 2024-06-24 DOI:10.1080/07421222.2024.2340822

Wenli Zhang, Jiaheng Xie, Zhu (Drew) Zhang, Xiang Liu

引用次数: 0

Abstract

Depression is a pressing yet underdiagnosed issue in health management. Because depressed patients share their symptoms, life events, and treatments on digital platforms, information systems (IS) s...

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利用社交媒体上的数字痕迹检测抑郁症：知识感知深度学习方法

抑郁症是健康管理中一个紧迫但诊断不足的问题。由于抑郁症患者会在数字平台上分享他们的症状、生活事件和治疗方法，因此信息系统（IS）可以帮助他们更好地了解自己的健康状况。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Management Information Systems 工程技术-计算机：信息系统

CiteScore

10.20

自引率

13.00%

发文量

审稿时长

6 months

期刊介绍： Journal of Management Information Systems is a widely recognized forum for the presentation of research that advances the practice and understanding of organizational information systems. It serves those investigating new modes of information delivery and the changing landscape of information policy making, as well as practitioners and executives managing the information resource.