دانلود مقاله انگلیسی رایگان:درک مدلهای پیچیده فرآیند با انتزاع رفتارهای غیرمعمول - 2020
دانلود بهترین مقالات isi همراه با ترجمه فارسی
دانلود مقاله انگلیسی مدیریت بازرگانی رایگان
  • Understanding complex process models by abstracting infrequent behavior Understanding complex process models by abstracting infrequent behavior
    Understanding complex process models by abstracting infrequent behavior

    سال انتشار:

    2020


    عنوان انگلیسی مقاله:

    Understanding complex process models by abstracting infrequent behavior


    ترجمه فارسی عنوان مقاله:

    درک مدلهای پیچیده فرآیند با انتزاع رفتارهای غیرمعمول


    منبع:

    Sciencedirect - Elsevier - Future Generation Computer Systems, 113 (2020) 428-440: doi:10:1016/j:future:2020:07:030


    نویسنده:


    چکیده انگلیسی:

    Process mining has become very popular in the last years as a way to analyze the behavior of an organization by offering techniques to discover, monitor and enhance real processes. A key point in process mining is to discover understandable process models. To achieve this goal in complex processes, several simplification techniques have been proposed, from the structural simplification of the model to the simplification of the log to discover simpler process models. However, obtaining a comprehensible model explaining the behavior of unstructured large processes (for instance containing hundreds of activities) is still an open challenge. In this paper, we introduce UBeA, a novel technique to abstract non-core behavior from a process model. We also present IBeA, a specific implementation of this proposal to simplify process models by abstracting infrequent behavior, using a frequent behavior extraction algorithm to detect the core behavior. IBeA has been validated with more than 10 complex real processes, most of them from the Business Process Intelligence Challenge (BPIC), showing that it simplifies the process obtaining a better process model than other simplification techniques.© 2020 Elsevier B.V. All rights reserved.
    Keywords: Event abstraction | Model simplification | Log simplification | Process mining | Business process management


    سطح: متوسط
    تعداد صفحات فایل pdf انگلیسی: 13
    حجم فایل: 1601 کیلوبایت

    قیمت: رایگان


    توضیحات اضافی:




اگر این مقاله را پسندیدید آن را در شبکه های اجتماعی به اشتراک بگذارید (برای به اشتراک گذاری بر روی ایکن های زیر کلیک کنید)

تعداد نظرات : 0

الزامی
الزامی
الزامی
rss مقالات ترجمه شده rss مقالات انگلیسی rss کتاب های انگلیسی rss مقالات آموزشی
logo-samandehi