Universität Mannheim – Simone Ponzetto / Movilizer: Business Process Mining in the Cloud (Version: 27.8.2015) – Slide 1 Master Team Project Business Process.

Universität Mannheim – Simone Ponzetto / Movilizer: Business Process Mining in the Cloud (Version: 27.8.2015) – Slide 1

Master Team Project

Business Process Mining on the Cloud

Oliver LescheMovilizer GmbH

Universität Mannheim – Simone Ponzetto / Movilizer: Business Process Mining in the Cloud (Version: 27.8.2015) – Slide 2

Movilizer: the product

Universität Mannheim – Simone Ponzetto / Movilizer: Business Process Mining in the Cloud (Version: 27.8.2015) – Slide 3

Movilizer: company profile cont‘d

Mexico City, Mexico

Manila, Philipines

Mannheim, Germany

Eindhoven, Netherlands

>100EMPLOYEES

PRODUCT LAUNCH

2010YEARLY GROWTH

since 2011+150%

+150ENTERPRISE CUSTOMERS

Madrid, Spain

+2.5m Business Transactions per day!

San Francisco, USA

Universität Mannheim – Simone Ponzetto / Movilizer: Business Process Mining in the Cloud (Version: 27.8.2015) – Slide 4

Goals of the team project

Task 1: process simplification

Given an arbitrary process:

• generate process variants of different complexities

• identify optional states

• embed and visualize within a dashboard

Universität Mannheim – Simone Ponzetto / Movilizer: Business Process Mining in the Cloud (Version: 27.8.2015) – Slide 5

Process simplification

Source: heise.de

30% 60% 90%

Universität Mannheim – Simone Ponzetto / Movilizer: Business Process Mining in the Cloud (Version: 27.8.2015) – Slide 6

Goals of the team project

Task 2: process clustering and recommendation

Given a set of processes

• group processes by similarity measures

• recommend similar processes

• embed and visualize within a dashboard

Universität Mannheim – Simone Ponzetto / Movilizer: Business Process Mining in the Cloud (Version: 27.8.2015) – Slide 7

Visualization

Source: heise.de

Universität Mannheim – Simone Ponzetto / Movilizer: Business Process Mining in the Cloud (Version: 27.8.2015) – Slide 8

Project details

- Project Size / Duration: 3-6 students, 12 months

- Strong interaction with the company (including initial training)

- Required Expertise:• Programming (Java, Python & Scripting Languages)

• Data Mining

- Best combined with:• Data Mining 1,2

• Data Mining and Matrices

• Hot Topics in Machine Learning

Universität Mannheim – Simone Ponzetto / Movilizer: Business Process Mining in the Cloud (Version: 27.8.2015) – Slide 9

Learning opportunities

Gather Data Science Experience- Improve your data analysis skills

- Extend your programming skills

- Work on real business data Solve real business problems

- Experiment and get to know with the latest web development technologies

- Experiment and get to know various Data Mining tools

Universität Mannheim – Simone Ponzetto / Movilizer: Business Process Mining in the Cloud (Version: 27.8.2015) – Slide 10

Contact

Data and Web Science group

- Prof. Dr. Simone Paolo Ponzetto (LS Wifo III) [email protected]

Movilizer

- Oliver Lesche: [email protected]

- Norman Weisenburger: [email protected]