Proposal of a Method for Creating a BPMN Model Based on the Data Extracted from a DMN Model

被引:0
作者
Kluza, Krzysztof [1 ]
Wisniewski, Piotr [1 ]
Zaremba, Mateusz [1 ]
Adrian, Weronika T. [1 ]
Suchenia, Anna [2 ]
Szala, Leszek [3 ]
Ligeza, Antoni [1 ]
机构
[1] AGH Univ Sci & Technol, Al Mickiewicza 30, PL-30059 Krakow, Poland
[2] Cracow Univ Technol, Ul Warszawska 24, PL-31155 Krakow, Poland
[3] Univ Chem & Technol Prague, Fac Chem Engn, Dept Math, Tech 5, Prague 16628 6, Czech Republic
来源
KNOWLEDGE SCIENCE, ENGINEERING AND MANAGEMENT, PT II | 2022年 / 13369卷
关键词
DECISION-MAKING; MANAGEMENT;
D O I
10.1007/978-3-031-10986-7_28
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Operational processes are usually modeled using the standardized Business Process Model and Notation (BPMN). Processes may include the decisions, however, best practices include modeling operational decisions using the Decision Model and Notation (DMN) standard. This paper presents a proposal for creating BPMN models based on the data extracted from the DMN models. Although there is no one to one correspondence between the diagrams modeled in BPMN and DMN, we show that it is possible to construct prototype process models based on the data from the decision model. As there are several possibilities for the translation, a user may choose how to translate particular elements or fragments of the model, which can be later manually refined and extended. Such a process model is directly related to the source DMN model, so in this case, the DMN model specifies the decision logic, the integrated BPMN and DMN models are executable.
引用
收藏
页码:349 / 358
页数:10
相关论文
共 27 条
  • [1] Automated Discovery of Process Models from Event Logs: Review and Benchmark
    Augusto, Adriano
    Conforti, Raffaele
    Dumas, Marlon
    La Rosa, Marcello
    Maggi, Fabrizio Maria
    Marrella, Andrea
    Mecella, Massimo
    Soo, Allar
    [J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 31 (04) : 686 - 705
  • [2] Soundness of Decision-Aware Business Processes
    Batoulis, Kimon
    Weske, Mathias
    [J]. BUSINESS PROCESS MANAGEMENT FORUM, 2017, 297 : 106 - 124
  • [3] Enabling Dynamic Decision Making in Business Processes with DMN
    Batoulis, Kimon
    Baumgrass, Anne
    Herzberg, Nico
    Weske, Mathias
    [J]. BUSINESS PROCESS MANAGEMENT WORKSHOPS, (BPM 2015), 2016, 256 : 418 - 431
  • [4] Extracting Decision Logic from Process Models
    Batoulis, Kimon
    Meyer, Andreas
    Bazhenova, Ekaterina
    Decker, Gero
    Weske, Mathias
    [J]. ADVANCED INFORMATION SYSTEMS ENGINEERING, CAISE 2015, 2015, 9097 : 349 - 366
  • [5] From BPMN process models to DMN decision models
    Bazhenova, Ekaterina
    Zerbato, Francesca
    Oliboni, Barbara
    Weske, Mathias
    [J]. INFORMATION SYSTEMS, 2019, 83 : 69 - 88
  • [6] Data-Centric Extraction of DMN Decision Models from BPMN Process Models
    Bazhenova, Ekaterina
    Zerbato, Francesca
    Weske, Mathias
    [J]. BUSINESS PROCESS MANAGEMENT WORKSHOPS (BPM 2017), 2018, 308 : 542 - 555
  • [7] Deriving Decision Models from Process Models by Enhanced Decision Mining
    Bazhenova, Ekaterina
    Weske, Mathias
    [J]. BUSINESS PROCESS MANAGEMENT WORKSHOPS, (BPM 2015), 2016, 256 : 444 - 457
  • [8] Discovering Decision Models from Event Logs
    Bazhenova, Ekaterina
    Buelow, Susanne
    Weske, Mathias
    [J]. BUSINESS INFORMATION SYSTEMS (BIS 2016), 2016, 255 : 237 - 251
  • [10] Brzychczy E., 2018, MULTIASPECTS PROD EN, V1, P385