Metamodel of the Artifact-Centric Approach to Event Log Extraction from ERP Systems
Apstrakt
Enterprise Resource Planning (ERP) systems handle a huge amount of data related to the actual execution of business processes and the goal is to discover from transaction log a model of how the business processes are actually carried out. The authors' work captures the knowledge of existing approaches and tools in converting the data from transaction logs to event logs for process mining techniques. They conduct a detailed analysis of the artifact-centric approach concepts and describe its constructs by the ontological metamodel. The underlying logical and semantically rich structure of the approach is presented through the model definition. The paper specifies how concepts of the data source are mapped onto the concept of the event log. Dynamics NAV ERP system is used as an example to illustrate the data-oriented structure of ERP system.
Ključne reči:
Process Mining / Metamodel / Event Log / ERP System / Dynamics NAV / Data ConversionIzvor:
International Journal of Decision Support System Technology, 2016, 8, 2, 18-28Izdavač:
- IGI Global, Hershey
DOI: 10.4018/IJDSST.2016040102
ISSN: 1941-6296
WoS: 000383185100003
Scopus: 2-s2.0-84978289524
Institucija/grupa
Fakultet organizacionih naukaTY - JOUR AU - Pajić Simović, Ana AU - Bečejski-Vujaklija, Dragana PY - 2016 UR - https://rfos.fon.bg.ac.rs/handle/123456789/1584 AB - Enterprise Resource Planning (ERP) systems handle a huge amount of data related to the actual execution of business processes and the goal is to discover from transaction log a model of how the business processes are actually carried out. The authors' work captures the knowledge of existing approaches and tools in converting the data from transaction logs to event logs for process mining techniques. They conduct a detailed analysis of the artifact-centric approach concepts and describe its constructs by the ontological metamodel. The underlying logical and semantically rich structure of the approach is presented through the model definition. The paper specifies how concepts of the data source are mapped onto the concept of the event log. Dynamics NAV ERP system is used as an example to illustrate the data-oriented structure of ERP system. PB - IGI Global, Hershey T2 - International Journal of Decision Support System Technology T1 - Metamodel of the Artifact-Centric Approach to Event Log Extraction from ERP Systems EP - 28 IS - 2 SP - 18 VL - 8 DO - 10.4018/IJDSST.2016040102 UR - conv_1857 ER -
@article{ author = "Pajić Simović, Ana and Bečejski-Vujaklija, Dragana", year = "2016", abstract = "Enterprise Resource Planning (ERP) systems handle a huge amount of data related to the actual execution of business processes and the goal is to discover from transaction log a model of how the business processes are actually carried out. The authors' work captures the knowledge of existing approaches and tools in converting the data from transaction logs to event logs for process mining techniques. They conduct a detailed analysis of the artifact-centric approach concepts and describe its constructs by the ontological metamodel. The underlying logical and semantically rich structure of the approach is presented through the model definition. The paper specifies how concepts of the data source are mapped onto the concept of the event log. Dynamics NAV ERP system is used as an example to illustrate the data-oriented structure of ERP system.", publisher = "IGI Global, Hershey", journal = "International Journal of Decision Support System Technology", title = "Metamodel of the Artifact-Centric Approach to Event Log Extraction from ERP Systems", pages = "28-18", number = "2", volume = "8", doi = "10.4018/IJDSST.2016040102", url = "conv_1857" }
Pajić Simović, A.,& Bečejski-Vujaklija, D.. (2016). Metamodel of the Artifact-Centric Approach to Event Log Extraction from ERP Systems. in International Journal of Decision Support System Technology IGI Global, Hershey., 8(2), 18-28. https://doi.org/10.4018/IJDSST.2016040102 conv_1857
Pajić Simović A, Bečejski-Vujaklija D. Metamodel of the Artifact-Centric Approach to Event Log Extraction from ERP Systems. in International Journal of Decision Support System Technology. 2016;8(2):18-28. doi:10.4018/IJDSST.2016040102 conv_1857 .
Pajić Simović, Ana, Bečejski-Vujaklija, Dragana, "Metamodel of the Artifact-Centric Approach to Event Log Extraction from ERP Systems" in International Journal of Decision Support System Technology, 8, no. 2 (2016):18-28, https://doi.org/10.4018/IJDSST.2016040102 ., conv_1857 .