Challenges in Business Process Analysis

被引:0
|
作者
van der Aalst, Wil M. P. [1 ]
机构
[1] Eindhoven Univ Technol, Dept Math & Comp Sci, NL-5600 MB Eindhoven, Netherlands
来源
关键词
Business process management; process mining; Petri nets; verification; simulation; workflow management;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Business process analysis ranges from model verification at design-time to the monitoring of processes at run-time. Much progress has been achieved in process verification. Today we are able to verify the entire reference model of SAP without any problems. Moreover, more and more processes leave their "trail" in the form of event logs. This makes it interesting to apply process mining to these logs. Interestingly, practical applications of process mining reveal that reality is often quite different from the idealized models, also referred to as "PowerPoint reality". Future process-aware information systems will need to provide full support of the entire life-cycle of business processes. Recent results in business process analysis show that this is indeed possible, e.g., the possibilities offered by process mining tools such as ProM are breathtaking both from a scientific and practical perspective.
引用
收藏
页码:27 / 42
页数:16
相关论文
共 50 条
  • [21] Business Process Modeling: Current Issues and Future Challenges
    Indulska, Marta
    Recker, Jan
    Rosemann, Michael
    Green, Peter
    ADVANCED INFORMATION SYSTEMS ENGINEERING, PROCEEDINGS, 2009, 5565 : 501 - +
  • [22] OLAP technology for business process intelligence: Challenges and solutions
    Mansmann, Svetlana
    Neumuth, Thomas
    Scholl, Marc H.
    DATA WAREHOUSING AND KNOWLEDGE DISCOVERY, PROCEEDINGS, 2007, 4654 : 111 - +
  • [23] THE ROMANIAN BUSINESS ENVIRONMENT AT THE CONFLUENCE WITH THE CHALLENGES OF THE INTERNATIONALIZATION PROCESS
    Surdu, Georgiana
    Potecea, Valeriu
    INTERNATIONAL CONFERENCE ON INFORMATICS IN ECONOMY, 2012, : 256 - +
  • [24] Business concepts analysis process
    Bickeboller, M
    INNOVATION IN TECHNOLOGY MANAGEMENT - THE KEY TO GLOBAL LEADERSHIP: THE KEY TO GLOBAL LEADERSHIP, 1997, : 803 - 806
  • [25] Business process analysis.
    Pitt, MR
    HUMAN RELATIONS, 1998, 51 (04) : 547 - 562
  • [26] Assessing Healthcare Process Maturity: Challenges Of Using A Business Process Maturity Model
    Tarhan, Ayca
    Turetken, Oktay
    van den Biggelaar, Frank J. H. M.
    PROCEEDINGS OF THE 2015 9TH INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING TECHNOLOGIES FOR HEALTHCARE (PERVASIVEHEALTH), 2015, : 339 - 342
  • [27] Business Process and Business Rule Modeling: A Representational Analysis
    zur Muehlen, Michael
    Indulska, Marta
    Kamp, Gerrit
    2007 11TH IEEE INTERNATIONAL ENTERPRISE DISTRIBUTED OBJECT COMPUTING CONFERENCE WORKSHOPS, 2007, : 189 - +
  • [28] Analysis on the Integration of Business Intelligence and Business Process Management
    Zhao, Weiwei
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON JUDICIAL, ADMINISTRATIVE AND HUMANITARIAN PROBLEMS OF STATE STRUCTURES AND ECONOMIC SUBJECTS (JAHP 2017), 2017, 159 : 346 - 349
  • [29] Challenges of smart business process management: An introduction to the special issue
    Mendling, Jan
    Baesens, Bart
    Bernstein, Abraham
    Fellmann, Michael
    DECISION SUPPORT SYSTEMS, 2017, 100 : 1 - 5
  • [30] Blockchain-as-a-Service for Business Process Management: Survey and Challenges
    Viriyasitavat, Wattana
    Da Xu, Li
    Dhiman, Gaurav
    Bi, Zhuming
    IEEE TRANSACTIONS ON SERVICES COMPUTING, 2023, 16 (03) : 2299 - 2314