Conformance Checking and Discovery of Information Service Request Process

Liam Khaosanoi, Y. Limpiyakorn
{"title":"Conformance Checking and Discovery of Information Service Request Process","authors":"Liam Khaosanoi, Y. Limpiyakorn","doi":"10.1109/CISP-BMEI53629.2021.9624359","DOIUrl":null,"url":null,"abstract":"In this work, the process mining technology is applied for conformance checking and discovery of the Information Service Request process of an organization as a case study. Currently, the reference model was drawn as a simple flow using Microsoft. The proposed method starts with writing a VBA script to extract traces from the drawing that enables the generation of XES file used for modeling the reference process in BPMN which is more standardized notation. Meanwhile, the actual process is investigated via the collected event logs. The open-source ProM with the plug-in Inductive visual Miner is utilized for identifying and analyzing the deviations, not conform to the reference model. The discovered actual process is then created in BPMN. The findings would benefit further bottleneck exploration and performance analysis for process improvement. The approach also facilitates modeling the organization's process with standard notation.","PeriodicalId":131256,"journal":{"name":"2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 14th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CISP-BMEI53629.2021.9624359","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

In this work, the process mining technology is applied for conformance checking and discovery of the Information Service Request process of an organization as a case study. Currently, the reference model was drawn as a simple flow using Microsoft. The proposed method starts with writing a VBA script to extract traces from the drawing that enables the generation of XES file used for modeling the reference process in BPMN which is more standardized notation. Meanwhile, the actual process is investigated via the collected event logs. The open-source ProM with the plug-in Inductive visual Miner is utilized for identifying and analyzing the deviations, not conform to the reference model. The discovered actual process is then created in BPMN. The findings would benefit further bottleneck exploration and performance analysis for process improvement. The approach also facilitates modeling the organization's process with standard notation.
信息服务请求过程的一致性检查和发现
本文以某组织的信息服务请求流程为例,应用流程挖掘技术进行一致性检查和发现。目前,参考模型是用Microsoft绘制的一个简单的流程。提出的方法首先编写一个VBA脚本,从绘图中提取轨迹,从而生成用于在BPMN中对参考过程建模的XES文件,BPMN是一种更标准化的表示法。同时,通过收集的事件日志调查实际流程。利用带有插件的开源ProM对不符合参考模型的偏差进行识别和分析。然后在BPMN中创建发现的实际流程。这些发现将有利于进一步的瓶颈探索和过程改进的性能分析。该方法还有助于用标准符号对组织的过程进行建模。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信