Hospital Billing - Event Log

The 'Hospital Billing' event log was obtained from the financial modules of the ERP system of a regional hospital. The event log contains events that are related to the billing of medical services that have been provided by the hospital. Each trace of the event log records the activities executed to bill a package of medical services that were bundled together. The event log does not contain information about the actual medical services provided by the hospital. The 100,000 traces in the event log are a random sample of process instances that were recorded over three years. Several attributes such as the 'state' of the process, the 'caseType', the underlying 'diagnosis' etc. are included in the event log. Events and attribute values have been anonymized. The time stamps of events have been randomized for this purpose, but the time between events within a trace has not been altered. More information about the event log can be found in the related publications.

“医院账单”（Hospital Billing）事件日志源自某地区级医院企业资源计划（Enterprise Resource Planning，ERP）系统的财务模块。该事件日志涵盖与医院已提供医疗服务的计费相关的各类事件。每条轨迹（trace）均记录了针对一组打包医疗服务开展的计费活动。本日志未包含医院实际提供的医疗服务相关信息。日志中共包含10万条轨迹，均为三年内记录的流程实例的随机抽样样本。日志内置多项属性，例如流程“状态”、“案例类型（caseType）”、对应“诊断（diagnosis）”等。事件与属性值均已完成匿名化处理。为实现匿名化目标，事件的时间戳已被随机化，但轨迹内事件间的时间间隔未作修改。更多关于该事件日志的细节可参阅相关研究文献。

搜集汇总

背景与挑战

背景概述

该数据集是一个医院账单流程的事件日志，包含10万条匿名化的流程实例记录，覆盖三年时间并包含多种流程属性，主要用于流程挖掘研究。数据来源于医院ERP系统财务模块，记录了医疗服务账单相关的活动序列。