A Time-Series Process Event Log Preprocessing Approach for Data-Intensive and Predictive Operationalization of Smart Factories

Author:

Park Minjae1,Park Sohyang2,Nguyen Thanh-Hai2,Pham Dinh-Lam3,Oh Dongkeun4,Kim Kyoung-Sook4,Chun In-Kyoo4,Kim Kwanghoon Pio2

Affiliation:

1. DAELIM UNIVERSITY COLLEGE,Div. of Computer Information,Anyang Gyeonggi,Republic of Korea,13916

2. KYONGGI UNIVERSITY,Div. of AI Computer Science & Engineering,Suwon Gyeonggi,Republic of Korea,16227

3. KYONGGI UNIVERSITY,Contents Convergence Software Research Institute,Suwon Gyeonggi,Republic of Korea,16227

4. Smart Factory Research Institute, IC&IT Co.,Guro Seoul,Republic of Korea,08377

Publisher

IEEE

Reference7 articles.

1. BPAF: A Standard for the Interchange of Process Analytics Data

2. XWELL: A XML-Based Workflow Event Logging Mechanism and Language for Workflow Mining Systems

3. ICN-Based Workflow Model and its Advances

4. IEEE Standard for eXtensible Event Stream (XES) for Achieving Interoperability in Event Logs and Event Streams;IEEE 1849-2016,2016

5. A Fault Tolerant Data Management Scheme for Healthcare Internet of Things in Fog Computing;saeed;KSII Transactions on Internet and Information Systems,2021

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