• 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