Combination of Process Mining and Simulation Techniques for Business Process Redesign: A Methodological Approach

被引:0
|
作者
Aguirre, Santiago [1 ]
Parra, Carlos [1 ]
Alvarado, Jorge [1 ]
机构
[1] Pontificia Univ Javeriana, Dept Ind Engn, Bogota, Colombia
关键词
process mining; data mining; simulation; process redesign; BPM;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Organizations of all sizes are currently supporting their performance on information systems that record the real execution of their business processes in event logs. Process mining tools analyze the log to provide insight on the real problems of the process, as part of the diagnostic phase. Nonetheless, to complete the lifecycle of a process, the latter has to be redesigned, a task for which simulation techniques can be used in combination with process mining, in order to evaluate different improvement alternatives before they are put in practice. In this context, the current work presents a methodological approach to the integration of process mining and simulation techniques in a process redesign project.
引用
收藏
页码:24 / 43
页数:20
相关论文
共 50 条
  • [21] Towards automatic business process redesign: an NLP based approach to extract redesign suggestions
    Amina Mustansir
    Khurram Shahzad
    Muhammad Kamran Malik
    Automated Software Engineering, 2022, 29
  • [22] Mining Perioperative Data for Business Process Analysis and Redesign: A Case Study Perspective
    Ryan, Jim
    Doster, Barbara
    Daily, Sandra
    Lewis, Carmen
    AMCIS 2010 PROCEEDINGS, 2010,
  • [23] METHODOLOGICAL APPROACH TO DEVELOP A BUSINESS PROCESS REENGINEERING COURSE
    Chalmeta, Ricardo
    Mollar, Manuel
    ICERI2015: 8TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION, 2015, : 8047 - 8050
  • [24] Concept framework of business process redesign
    Fudan Univ, Shanghai, China
    Jisuanji Jicheng Zhizao Xitong, 4 (8-12):
  • [25] A Conceptual Framework for Business Process Redesign
    Koliadis, George
    Ghose, Aditya
    ENTERPRISE, BUSINESS-PROCESS AND INFORMATION SYSTEMS MODELING, 2009, 29 : 14 - 26
  • [26] CPC Bangalore: business process redesign
    Singhania, Monica
    DECISION, 2013, 40 (1-2) : 135 - 144
  • [27] CPC Bangalore: business process redesign
    Monica Singhania
    DECISION, 2013, 40 (1-2) : 135 - 144
  • [28] Improving Business Process Models with Agent-Based Simulation and Process Mining
    Szimanski, Fernando
    Ralha, Celia G.
    Wagner, Gerd
    Ferreira, Diogo R.
    ENTERPRISE, BUSINESS-PROCESS AND INFORMATION SYSTEMS MODELING, BPMDS 2013, 2013, 147 : 124 - 138
  • [29] The Use of Process Mining in Business Process Simulation Model Construction Structuring the Field
    Martin, Niels
    Depaire, Benoit
    Caris, An
    BUSINESS & INFORMATION SYSTEMS ENGINEERING, 2016, 58 (01) : 73 - 87
  • [30] On Business Process Redesign and Configuration: Leveraging Data Mining Classification & Outliers and Artifact-Centric Process Modeling
    Thai-Minh Truong
    Lam-Son Le
    2016 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND APPLICATIONS (ACOMP), 2016, : 59 - 66