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Project: Conformance and model visualization at UiPath

Description

UiPath is the market leader in Robotic Process Automation (RPA) and focuses on hyper automation. An important component of hyper automation is being able to understand the process using process mining. The following assignments are related to UiPath Process Mining (formerly ProcessGold), which is based in Eindhoven, the Netherlands. Research challenges range from a number of different topics such as process mining and visualization.

UiPath Process Mining enables businesses to analyze, understand, and continuously monitor their own processes based on data by combining data extraction, process mining techniques, and visual analytics. We are constantly improving our product, and in this context, we offer master graduation projects and internships on a wide variety of topics-see below. In all projects, the student/intern should be able to work out the problem definition in collaboration with UiPath and the university supervisor, come up with a conceptual solution, and, where applicable, realize the solution in a proof-of-concept, preferably in the UiPath Process Mining platform.

Graduation projects at UiPath will typically focus on further improving and expanding on the toolsets provided to the users. In other words, projects at UiPath Process Mining will not focus on applying process mining or visualization techniques, but on improving existing techniques or developing new techniques to tackle challenging business problems.

The graduation projects at UiPath offer the student a combination of theoretical research and practical application, while working at UiPath offers the student a unique insight in process mining in business and shows what a process mining company looks like from the inside.

Project: Conformance and model visualization

• Description UiPath Process Mining has a prototype in place to visually align traces to a process model. We would like to investigate how to visualize conformance information of the process in this context. More specifically, we would like to be able to visually explain conformance violations in the process graph. Additionally, we would like to be able to visualize more complex model concepts such as parallelism, especially if it is nested, in an understandable way.
• Expected output A prototype component for visual conformance checking integrated in the UiPath Process Mining platform.
• Type of project Programming, visualization, and process mining.

Details

Student

JD

Jonne Deurloo

Supervisor

Stef van den Elzen

Secondary supervisor

RS

dr.ir. Roeland Scheepens (UiPath)

External location

UiPath Process Mining (Eindhoven)

Link

Thesis