Master Team Project Business Process Mining on the Cloud Oliver Lesche Movilizer GmbH

Movilizer: the product

Movilizer: company profile cont‘d +2.5m Business Transactions per day! PRODUCT LAUNCH 2010 YEARLY GROWTH since 2011 +150% Eindhoven, Netherlands Mannheim, Germany San Francisco, USA Manila, Philipines Madrid, Spain Mexico City, Mexico >100 EMPLOYEES +150 ENTERPRISE CUSTOMERS

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

Process simplification 30% 60% 90% Source: heise.de

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

Visualization Source: heise.de

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

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

Contact Data and Web Science group Prof. Dr. Simone Paolo Ponzetto (LS Wifo III) simone@informatik.uni-mannheim.de Movilizer Oliver Lesche: oliver.lesche@movilizer.com Norman Weisenburger: norman.weisenburger@movilizer.com