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
Link To Document :
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