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Process Logo: An Approach for Control-Flow Visualization of Information System Process in Process Mining

  • M. V. Manoj Kumar*
  • , B. S. Prashanth
  • , H. R. Sneha
  • , Likewin Thomas
  • , B. Annappa
  • , Y. V.S. Murthy
  • *Corresponding author for this work

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    This paper proposes a new technique named “Process Logo” for visualizing the causal relationship between the activities of a process (Control flow). Traditional process mining algorithms rely on representing the activity as a sequence of operations modeled using nodes and edges, as the number of activities increases, the representation of the entire control flow becomes quite tedious. Process logo is a compact yet highly informative method for visually representing the process model. It visually summarizes the number of activities, sequence of execution, relative significance, and dependency between activities. It uses a dynamic programming method—sequence alignment and clustering approach with Levenshtein measure as a distance measure. The proposed method is evaluated on the synthetic event log, the experimental result is promising.

    Original languageEnglish
    Title of host publicationEmerging Research in Computing, Information, Communication and Applications - ERCICA 2020
    EditorsN. R. Shetty, L. M. Patnaik, H. C. Nagaraj, Prasad N. Hamsavath, N. Nalini
    PublisherSpringer Science and Business Media Deutschland GmbH
    Pages481-492
    Number of pages12
    ISBN (Print)9789811613371
    DOIs
    Publication statusPublished - 2022
    Event6th International Conference on Emerging Research in Computing, Information, Communication and Applications, ERCICA 2020 - Bangalore, India
    Duration: 25-09-202026-09-2020

    Publication series

    NameLecture Notes in Electrical Engineering
    Volume789
    ISSN (Print)1876-1100
    ISSN (Electronic)1876-1119

    Conference

    Conference6th International Conference on Emerging Research in Computing, Information, Communication and Applications, ERCICA 2020
    Country/TerritoryIndia
    CityBangalore
    Period25-09-2026-09-20

    All Science Journal Classification (ASJC) codes

    • Industrial and Manufacturing Engineering

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