A bottom-up workflow mining approach for workflow applications analysis

被引：0
|
作者：
Gaaloul, Walid
Baina, Karim
Godart, Claude
机构：
[1] CNRS, INRIA, UMR 7503, LORIA, F-54506 Vandoeuvre Les Nancy, France
[2] Univ Mohammed 5, ENSIAS, Rabat, Morocco
来源：
DATA ENGINEERING ISSUES IN E-COMMERCE AND SERVICES, PROCEEDINGS | 2006年 / 4055卷
关键词：
workflow mining; workflow patterns; business process analysis; business process intelligence;
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：
Engineering workflow applications are becoming more and more complex, involving numerous interacting business objects within considerable processes. Analysing the interaction structure of those complex applications will enable them to be well understood, controlled, and redesigned. Our contribution to workflow mining is a statistical technique to discover workflow patterns from event-based log. Our approach is characterised by a "local" workflow patterns discovery that allows to cover partial results through a dynamic programming algorithm. Those local discovered workflow patterns are then composed iteratively until discovering the global workflow model. Our approach has been implemented within our prototype WorkflowMiner.
引用
收藏
页码：182 / 197
页数：16
相关论文
共 50 条
  • [1] Bottom-up workflow modeling approach for business changes
    Yan, Zhi-Min
    Xu, Wei
    Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2011, 17 (08): : 1595 - 1602
  • [2] A bottom-up proteomics workflow for a system containing multiple organisms
    Bai, Hongxia
    Collins, Leonard B.
    Andre, Marcos Rogerio
    Breitschwerdt, Edward B.
    Williams, Taufika Islam
    RAPID COMMUNICATIONS IN MASS SPECTROMETRY, 2023, 38 (S1)
  • [3] A workflow process mining approach based on dynamic workflow net
    Zhou, B
    Wang, JY
    Proceedings of the 11th Joint International Computer Conference, 2005, : 682 - 685
  • [4] A bottom up approach for synchronous user interaction design and workflow modelling
    Barendregt, Rosaline
    Lamo, Yngve
    Rabbi, Fazle
    7TH INTERNATIONAL CONFERENCE ON EMERGING UBIQUITOUS SYSTEMS AND PERVASIVE NETWORKS (EUSPN 2016)/THE 6TH INTERNATIONAL CONFERENCE ON CURRENT AND FUTURE TRENDS OF INFORMATION AND COMMUNICATION TECHNOLOGIES IN HEALTHCARE (ICTH-2016), 2016, 98 : 340 - 347
  • [5] Understanding latent structures of clinical information logistics: A bottom-up approach for model building and validating the workflow composite score
    Esdar, Moritz
    Huebner, Ursula
    Liebe, Jan-David
    Huesers, Jens
    Thye, Johannes
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2017, 97 : 210 - 220
  • [6] Top-down/Bottom-up Mass Spectrometry Workflow Using Dissolvable Polyacrylamide Gels
    Takemori, Nobuaki
    Takemori, Ayako
    Wongkongkathep, Piriya
    Nshanian, Michael
    Loo, Rachel R. Ogorzalek
    Lermyte, Frederik
    Loo, Joseph A.
    ANALYTICAL CHEMISTRY, 2017, 89 (16) : 8244 - 8250
  • [7] A Context Driven Approach for Workflow Mining
    Yaman, Fusun
    Oates, Tim
    Burstein, Mark
    21ST INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE (IJCAI-09), PROCEEDINGS, 2009, : 1798 - 1803
  • [8] Hybrid Materials: a bottom-up approach for nanotechnology applications
    Brigo, Laura
    Zanchetta, Erika
    Della Giustina, Gioia
    Brusatin, Giovanna
    NANOPHOTONIC MATERIALS XI, 2014, 9161
  • [9] Resource workflow nets: an approach to workflow modelling and analysis
    Prisecaru, Oana Otilia
    ENTERPRISE INFORMATION SYSTEMS, 2008, 2 (02) : 101 - 124
  • [10] Mining Workflow Models from Web Applications
    SAP SE, Saarland University, Department for Software Engineering, Germany
    IEEE Trans Software Eng, 12 (1184-1201):
12345