Conference Agenda

Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).

 
 
Session Overview
Session
DE4DS 1: Workshop on Data Engineering for Data Science 1
Time:
Tuesday, 04/Mar/2025:
9:00am - 10:30am

Session Chair: Stefanie Scherzinger, Universität Passau
Session Chair: Marina Tropmann-Frick, HAW Hamburg
Location: WE5/00.022

Lecture Hall 1

Keynote


Laura Koesten


University of Vienna, Austria

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Presentations

ALPINE: Abstract Language for Pipeline Integration and Execution

Valerie Restat, Uta Störl

University of Hagen, Germany

When working with data, it is essential to ensure data quality and clean data of errors. This is usually done with a data cleaning pipeline. The execution of such a pipeline is possible with a variety of tools. However, to increase reusability, there should be a way to describe pipelines independently of technology. So far, there is no such technology-independent description. This paper therefore presents ALPINE, a language for describing data cleaning pipelines. This abstracts from the concrete implementation. After introducing the individual components, the usage is illustrated using a running example.

Restat-ALPINE-211_a.pdf


 
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