Event Log Sampling Datasets

This datasets includes 9 event logs, which can be used to experiment with log completeness-oriented event log sampling methods. <br> · exercise.xes: The dataset is a simulation log generated by the paper review process model, and each trace clearly describes the process of reviewing papers in detail. <br> · training_log_1/3/8.xes: These 3 datasets are human-trained simulation logs for the 2016 Process Discovery Competition (PDC 2016). Each trace consists of two values, the name of the process model activity referenced by the event and the identifier of the case to which the event belongs. <br> · Production.xes: This dataset includes process data from production processes, and each track includes data for cases, activities, resources, timestamps, and more data fields. <br> · BPIC_2012_A/O/W.xes: These 3 dataset are derived from the personal loan application process of a financial institution in the Netherlands. The process represented in the event log is the application process of a personal loan or overdraft in a global financing organization. Each trace describes the process of applying for a personal loan for different customers. <br> · CrossHospital.xes: The dataset includes the treatment process data of emergency patients in the hospital, and each track represents the treatment process of an emergency patient in the hospital.

本数据集包含9个事件日志（event log），可用于面向日志完整性的事件日志采样方法的相关实验。<br>· exercise.xes：该数据集为基于论文评审流程模型生成的仿真日志，每条轨迹（trace）均详细完整地呈现了论文评审的全流程。<br>· training_log_1/3/8.xes：这3个数据集为2016年流程发现竞赛（Process Discovery Competition 2016，PDC 2016）的人工训练仿真日志。每条轨迹（trace）包含两个字段值：事件所引用的流程模型活动名称，以及事件所属的案例（case）标识符。<br>· Production.xes：本数据集包含生产流程的过程数据，每条轨迹（trace）涵盖案例（case）、活动、资源、时间戳等多个数据字段。<br>· BPIC_2012_A/O/W.xes：这3个数据集源自荷兰某金融机构的个人贷款申请流程。该事件日志所表征的流程为全球融资机构的个人贷款或透支申请流程，每条轨迹（trace）均描述了不同客户申请个人贷款的完整流程。<br>· CrossHospital.xes：本数据集包含医院急诊患者的诊疗流程数据，每条轨迹（trace）代表一名急诊患者在医院内的完整诊疗流程。

搜集汇总

背景与挑战

背景概述

该数据集包含9个事件日志文件，用于实验日志完整性导向的采样方法，涵盖论文评审、生产流程、个人贷款申请和医院急诊治疗等多个领域的流程数据。