Papers
2022
Monday, January 17th
12:00 AM

A Machine Learning Model Marketplace to Overcome Low Price Elasticity of Sales Forecasting

Marek Hütsch, University of Duisburg-Essen, Germany

12:00 AM

Beyond the Rating Matrix: Debiasing Implicit Feedback Loops in Collaborative Filtering

Thorsten Krause, Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, Germany
Daniel Stattkus, Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, Germany
Alina Deriyeva, Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, Germany
Jan Heinrich Beinke, Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, Germany
Oliver Thomas, Deutsches Forschungszentrum für Künstliche Intelligenz GmbH, Germany

12:00 AM

Deploying machine learning based data quality controls – Design principles and insights from the field

Valerianne Walter, Université de Lausanne, Switzerland
Andreas Gyoery, Université de Lausanne, Switzerland
Christine Legner, Université de Lausanne, Switzerland

12:00 AM

Design Knowledge for the Lifecycle Management of Conversational Agents

Tom Lewandowski, University of Hamburg, Germany
Marvin Heuer, University of Hamburg, Germany
Pascal Vogel, University of Hamburg, Germany
Tilo Böhmann, University of Hamburg, Germany

12:00 AM

Developing an ontology for data science projects to facilitate the design process of a canvas

Lukas-Walter Thiée, Leuphana University Lüneburg, Germany

12:00 AM

The Acceptance of AI-based Recommendations: An Elaboration Likelihood Perspective

Leonard Michels, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
Jessica Ochmann, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
Verena Tiefenbeck, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
Sven Laumer, Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany

12:00 AM

Towards Personalized Explanations for AI Systems: Designing a Role Model for Explainable AI in Auditing

Jonas Rebstadt, German Research Center for Artificial Intelligence, Germany
Florian Remark, Strategion GmbH
Philipp Fukas, University of Osnabrück
Pascal Meier, German Research Center for Artificial Intelligence, Germany
Oliver Thomas, German Research Center for Artificial Intelligence, Germany

12:00 AM