PRANAS: A Process Analytics System Based on Process Warehouse and Cube for Supply Chain Management
Most organizations need to monitor and assess their business activities. In order to support the performance analysis of the business activities in a more systematic manner, in this research, we introduce a PRocess ANalytics System, called PRANAS. The system adopts process warehouses and process cub...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2020-05-01
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| Series: | Applied Sciences |
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| Online Access: | https://www.mdpi.com/2076-3417/10/10/3521 |
| _version_ | 1827716554041589760 |
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| author | Aekyung Kim Josue Obregon Jae-Yoon Jung |
| author_facet | Aekyung Kim Josue Obregon Jae-Yoon Jung |
| author_sort | Aekyung Kim |
| collection | DOAJ |
| description | Most organizations need to monitor and assess their business activities. In order to support the performance analysis of the business activities in a more systematic manner, in this research, we introduce a PRocess ANalytics System, called PRANAS. The system adopts process warehouses and process cubes to support process-oriented analysis, as well as data-oriented analysis. In this research, the process warehouse and cube were designed to assess business performances for supply chain management, specifically under the SCOR standard models. Furthermore, the process cube was constructed based on process-related dimensions such as time, case type, and event class to support process mining. Finally, we exemplify how the system can be applied to process analytics with three use cases of process discovery, data analytics, and decision point analysis. It is expected that the proposed system can be a helpful reference model when business process analyst designs process analytics systems in the process-oriented perspective, as well as in the data-oriented perspective. |
| first_indexed | 2024-03-10T19:44:16Z |
| format | Article |
| id | doaj.art-edc16a8b364d4dfcbf665cb6b42f4a9c |
| institution | Directory Open Access Journal |
| issn | 2076-3417 |
| language | English |
| last_indexed | 2024-03-10T19:44:16Z |
| publishDate | 2020-05-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Applied Sciences |
| spelling | doaj.art-edc16a8b364d4dfcbf665cb6b42f4a9c2023-11-20T01:02:28ZengMDPI AGApplied Sciences2076-34172020-05-011010352110.3390/app10103521PRANAS: A Process Analytics System Based on Process Warehouse and Cube for Supply Chain ManagementAekyung Kim0Josue Obregon1Jae-Yoon Jung2Mechatronics R&D Center, Samsung Electronics, Hwaseong-si, Gyeonggi-do 18448, KoreaDepartment of Industrial and Management Systems Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do 17104, KoreaDepartment of Industrial and Management Systems Engineering, Kyung Hee University, Yongin-si, Gyeonggi-do 17104, KoreaMost organizations need to monitor and assess their business activities. In order to support the performance analysis of the business activities in a more systematic manner, in this research, we introduce a PRocess ANalytics System, called PRANAS. The system adopts process warehouses and process cubes to support process-oriented analysis, as well as data-oriented analysis. In this research, the process warehouse and cube were designed to assess business performances for supply chain management, specifically under the SCOR standard models. Furthermore, the process cube was constructed based on process-related dimensions such as time, case type, and event class to support process mining. Finally, we exemplify how the system can be applied to process analytics with three use cases of process discovery, data analytics, and decision point analysis. It is expected that the proposed system can be a helpful reference model when business process analyst designs process analytics systems in the process-oriented perspective, as well as in the data-oriented perspective.https://www.mdpi.com/2076-3417/10/10/3521process analyticsprocess warehouseprocess cubeprocess miningsupply chain management |
| spellingShingle | Aekyung Kim Josue Obregon Jae-Yoon Jung PRANAS: A Process Analytics System Based on Process Warehouse and Cube for Supply Chain Management Applied Sciences process analytics process warehouse process cube process mining supply chain management |
| title | PRANAS: A Process Analytics System Based on Process Warehouse and Cube for Supply Chain Management |
| title_full | PRANAS: A Process Analytics System Based on Process Warehouse and Cube for Supply Chain Management |
| title_fullStr | PRANAS: A Process Analytics System Based on Process Warehouse and Cube for Supply Chain Management |
| title_full_unstemmed | PRANAS: A Process Analytics System Based on Process Warehouse and Cube for Supply Chain Management |
| title_short | PRANAS: A Process Analytics System Based on Process Warehouse and Cube for Supply Chain Management |
| title_sort | pranas a process analytics system based on process warehouse and cube for supply chain management |
| topic | process analytics process warehouse process cube process mining supply chain management |
| url | https://www.mdpi.com/2076-3417/10/10/3521 |
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