O2O移动医疗中的角色:一种识别和创建用户组的方法

Tingting Liu, Jiawei Du, Hongming Cai, Raymond Farmer, Lihong Jiang, Fenglin Bu
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引用次数: 2

摘要

人物角色是一种获取具有共同行为特征的目标用户组的有用技术。然而,由于医疗流程的复杂性、即时性和多场景性,移动医疗系统中的角色分析尤其困难。本文提出了一种用于移动医疗中用户组识别和创建的角色方法。该方法利用序列比对、聚类技术来识别用户组。然后根据用户群体的行为,通过构建多用户属性的决策树来完善角色。该方法在移动医疗预约的案例研究中得到了验证。结果表明,该方法克服了现有方法的一些缺点,主观程度较低,效率较高,对专业知识的依赖程度较低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Personas in O2O Mobile Healthcare: A Method for Identifying and Creating User Groups
Persona is a useful technique to obtain a group of target users that share common behavioral characteristics. However, persona analysis in mobile healthcare system is particularly difficult due to the complexity, ad hoc and multi-scenario nature of healthcare processes. In this paper, a personas method is proposed for the identification and creation of user groups in mobile healthcare. The approach utilizes sequence alignment, clustering technique to identify user groups. Then based on the behaviors of the user groups, we perfect the personas by constructing a decision tree of multiple user attributes. The approach is demonstrated in a case study of mobile medical appointment. The result shows that the method overcomes some drawbacks of current methods, and it is less subjective, more efficient, and less reliant on specialized expertise.
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