DocumentCode
1787933
Title
Process and deviation exploration through Alpha-algorithm and Heuristic miner techniques
Author
Porouhan, Parham ; Jongsawat, Nipat ; Premchaiswadi, Wichian
Author_Institution
Grad. Sch. of Inf. Technol., Siam Univ., Bangkok, Thailand
fYear
2014
fDate
18-21 Nov. 2014
Firstpage
83
Lastpage
89
Abstract
In this paper, we applied two methods of process mining techniques (from Discovery class/approach) in order to extract knowledge from event logs recorded by an online information system. The event log was created via information received from an online proceedings review system in Thailand. Accordingly, Alpha and Heuristic algorithms were used with the objective of automatically visualizing the models in terms of Petri nets and animated simulations. The paper eventually aimed at improving the handling of online reviews by providing techniques and tools for discovering process, control, data, organizational, and social structures from the created event log.
Keywords
Petri nets; computer animation; data mining; digital simulation; information analysis; information systems; Petri nets; Thailand; alpha-algorithm; animated simulations; deviation exploration; event logs; heuristic miner techniques; online information system; online proceedings review system; online reviews; process exploration; social structures; Business; Data mining; Educational institutions; Finite element analysis; Heuristic algorithms; Noise; PROM; Alpha algorithm; Bottleneck Mining; Heuristic Mining; Model Discovery; Online Review System; Process Mining; Process Simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
ICT and Knowledge Engineering (ICT and Knowledge Engineering), 2014 12th International Conference on
Conference_Location
Bangkok
ISSN
2157-0981
Print_ISBN
978-1-4799-8025-3
Type
conf
DOI
10.1109/ICTKE.2014.7001540
Filename
7001540
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