Supporting Process Mining Workflows with RapidProM

نویسندگان

  • R. S. Mans
  • Wil M. P. van der Aalst
  • H. M. W. Verbeek
چکیده

Process mining is gaining more and more attention both in industry and practice. As such, the number of process mining products is steadily increasing. However, none of these products allow for composing and executing analysis workflows consisting of multiple process mining algorithms. As a result, the analyst needs to perform repetitive process mining tasks manually and scientific process experiments are extremely labor intensive. To this end, we have RapidMiner 5, which allows for the definition and execution of analysis workflows, connected with the process mining framework ProM 6. As such any discovery, conformance, or extension algorithm of ProM can be used within a RapidMiner analysis process thus supporting process mining workflows.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

RapidProM: Mine Your Processes and Not Just Your Data

The number of events recorded for operational processes is growing every year. This applies to all domains: from health care and e-government to production and maintenance. Event data are a valuable source of information for organizations that need to meet requirements related to compliance, efficiency, and customer service. Process mining helps to turn these data into real value: by discoverin...

متن کامل

Defining and Executing Process Mining Workflows with RapidProM

Today’s Information Systems (ISs) record huge amounts of data about the business processes they support. These data can be used for process mining. This way we can analyse the operational processes within an organization based on facts rather than fiction. Examples of these processes are the handling of a loan application within a bank or the treatment of a patient suffering from colorectal can...

متن کامل

Exploiting Process Cubes, Analytic Workflows and Process Mining for Business Process Reporting: A Case Study in Education

Business Process Intelligence (BPI) is an emerging topic that has gained popularity in the last decade. It is driven by the need for analysis techniques that allow businesses to understand and improve their processes. One of the most common applications of BPI is reporting, which consists on the structured generation of information (i.e., reports) from raw data. In this article, stateof-the-art...

متن کامل

Business Process Reporting Using Process Mining, Analytic Workflows and Process Cubes: A Case Study in Education

Business Process Intelligence (BPI) is an emerging topic that has gained popularity in the last decade. It is driven by the need for analysis techniques that allow businesses to understand and improve their processes. One of the most common applications of BPI is reporting, which consists on the structured generation of information (i.e., reports) from raw data. In this article, state-of-the-ar...

متن کامل

Developing Multilingual Text Mining Workflows in UIMA and U-Compare

We present a generic, language-independent method for the construction of multilingual text mining workflows. The proposed mechanism is implemented as an extension of U-Compare, a platform built on top of the Unstructured Information Management Architecture (UIMA) that allows the construction, comparison and evaluation of interoperable text mining workflows. UIMA was previously supporting stric...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2014