Developing Explanations Together

Algorithm-based approaches, such as machine learning, are becoming increasingly complex. This lack of transparency only makes it more difficult for human users to understand and accept the decisions proposed by artificial intelligence (AI). In the Transregional Collaborative Research Center 318 “Constructing Explainability”, researchers are developing ways to involve users in the explanation process and thus create co-constructive explanations. Therefore, the interdisciplinary research team investigates the principles, mechanisms, and social practices of explaining and how these can be taken into account in the design of AI systems. The goal of the project is to make explanatory processes comprehensible and to create understandable assistance systems.

 

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News

On 17 and 18 June, the TRR 318 is organizing the 3rd conference “Contextualizing Explanations”. Researchers from all disciplines have until 31 March to submit their abstracts.

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From left: TRR 248 spokesperson Prof. Dr.-Ing Raimund Dachselt, Prof. Dr. Eyke Hüllermeier, Prof. Dr. Katharina Rohlfing, Prof. Dr. Kirsten Thommes, Prof. Dr. Philipp Cimiano, Prof. Dr.-Ing Anna-Lisa Vollmer and the project leaders of TRR 248, Prof. Dr. Vera Demberg and Prof. Dr. Markus Krötzsch.

On Thursday, a team of TRR 318 visited the Collaborative Research Center/Transregio 248 “Foundations of Perspicuous Software Systems” in Dresden. The aim of the meeting was to identify interfaces between the two research networks and to intensify the scientific exchange.

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The Transregio can now be found on Instagram under the handle sfb_trr318.

The TRR 318 “Constructing Explainability” is now represented on Instagram. The new account sfb_trr318 offers regular updates and insights into interdisciplinary research on the topic of explainable artificial intelligence (XAI).

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The new issue of the newsletter has been published and invites to ask questions about artificial intelligence.

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Events

26.03.2025 - 26.03.2025

Ex­ten­ded Activ­ity Af­ter­noon

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28.03.2025 - 28.03.2025

Writ­ing Day in Pader­born led by Dr. An­drea Karsten

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02.04.2025 - 02.04.2025

On­line-Work­shop Good Sci­entif­ic Prac­tice, Dr. Anne Hamker, Leipzig

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30.04.2025 - 30.04.2025

Ex­ten­ded Activ­ity Af­ter­noon

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23.05.2025 - 23.05.2025

Writ­ing Day in Pader­born led by Dr. An­drea Karsten

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28.05.2025 - 28.05.2025

Ex­ten­ded Activ­ity Af­ter­noon

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17.06.2025 - 18.06.2025

3rd TRR 318 Kon­fer­enz "Con­tex­tu­al­iz­ing Ex­plan­a­tions"

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25.06.2025 - 25.06.2025

Ex­ten­ded Activ­ity Af­ter­noon

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02.07.2025 - 04.07.2025

Writ­ing Re­treat led by An­drea Karsten (02.-04.07.2025)

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24.09.2025 - 24.09.2025

Activ­ity Af­ter­noon

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21.11.2025 - 21.11.2025

Writ­ing Day in Pader­born led by Dr. An­drea Karsten

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More events

Projects

Projects

The areas of research included in TRR 318 are divided into three categories. These three areas in turn are subdivided into interdisciplinary subprojects. Project INF provides an overarching research structure; Project Ö facilitates public relations and outreach; Project Z addresses administrative, organizational, and financial matters; and the RTG Project provides a framework for educating doctoral and post-doctoral researchers.

Alle Projekte

Area A - Explaining

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Area B - Social practice

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Area C - Representing and computing explanations

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Intersecting projects

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Mem­bers

The co-construction of explanations is investigated by a total of 21 project leaders with about 50 scientific assistants from computer science, economics, linguistics, media science, philosophy, psychology and sociology at the Bielefeld and Paderborn universities.

Net­work­ing op­por­tun­it­ies

The Integrated Research Training Group structures the further education of PhD students and postdocs. We warmly invite external PhD students to express their interest in a visiting fellowship in our Collaborative Research Center!

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AI For­um

Insights into the world of artificial intelligence: The website offers a collection of information from research, contextualizes current trends, and provides the opportunity to pose questions to the researchers in TRR 318.

To the AI Forum

News­let­ter

Subscribe to our Newsletter to keep updated about research and recent events of TRR 318.

Speak­er

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Prof. Dr. Katharina Rohlfing

Transregional Collaborative Research Centre 318

Project Leader A01, A05, Z

Write email +49 5251 60-5717

Deputy Speak­er

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Prof. Dr. Philipp Cimiano

Transregional Collaborative Research Centre 318

Project Leader B01, C05, INF

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