Title :
Implementation of search mechanism for implicit dependences in process mining
Author :
Kalynychenko, Olga ; Chalyi, Sergii ; Bodyanskiy, Yevgeniy ; Golian, Vira ; Golian, Nataliia
Author_Institution :
Kharkov Nat. Univ. of Radio Electron., Kharkov, Ukraine
Abstract :
Traditionally business processes (BP) is represented as the sets of related sequences of procedures (activities). Choice of the correct procedures´ sequence is carried out on the basis of explicit and implicit dependencies between them. In modern process mining systems order of BP executing is recorded in logs with corresponding time stamps. The analysis of these logs allows finding the explicit dependencies between procedures because the records about their executing appear in pairs. For implicit dependencies relationship between the procedures directly from the event log is not visible, and this determines the actuality of the topic.
Keywords :
business data processing; data mining; BP; business processes; event log analysis; explicit dependency relationship; implicit dependency relationship; process mining systems; search mechanism implementation; Algorithm design and analysis; Assembly; Business; Data mining; Electromagnets; Meteorology; Seals; business process; event log; explicit dependence; imlicit dependence; process mining; relational network;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2013 IEEE 7th International Conference on
Conference_Location :
Berlin
Print_ISBN :
978-1-4799-1426-5
DOI :
10.1109/IDAACS.2013.6662657