Projekte der Fachgruppe Data Science
Puraite
The idea is to support medical research in the field of evidence synthesis by automating process steps in the preparation of systematic reviews using artificial intelligence.
Duration: 01/2024 - 01/2025
Funded by: EU, MWEBWV
LASS KG: Language Agnostic Semantic Search driven by Knowledge Graphs
Duration: 02/2023 - 02/2025
Funded by: BMBF
ENEXA: Efficient Explainable Learning on Knowledge Graphs
Duration: 10/2022 - 09/2025
Funded by: EU
SAIL: SustAInable Life-cycle of Intelligent Socio-Technical Systems
Current systems that incorporate AI technology mainly target the introduction phase, where a core component is training and adaptation of AI models based on given example data. SAIL’s focus on the full life-cycle moves the current emphasis towards sustainable long-term development in real life. The joint project SAIL addresses both basic research ...
Duration: 08/2022 - 07/2026
Funded by: MKW NRW
NEBULA: Nutzerzentrierte KI-basierte Erkennung von Fake-News und Fehlinformationen
The goal of this interdisciplinary project is the transparent, AI-based detection of Fake News and false information in security-relevant situations and a presentation of the detection results that is suitable for the target audience and boosts the audiences media literacy.Funding programThis work is supported by the German Federal Ministry of ...
Duration: 07/2022 - 06/2025
Funded by: BMBF
Climate bOWL: Climate neutral Business in Ostwestfalen-Lippe
Die Erreichung der Klimaneutralität von Unternehmen hat aus verschiedenen Gründen an Wichtigkeit zugenommen. Die gestiegenen Nachhaltigkeitsansprüche der Stake- und Shareholder, die steigenden Energie- und CO2e-Kosten sowie die verschärften politischen Rahmenbedingungen sind wesentliche Treiber, die Dekarbonisierung des unternehmerischen Handels zu ...
Duration: 04/2022 - 03/2025
Funded by: MWIDE-NRW
TRR 318 - Constructing Explainability
In unserer digitalen Gesellschaft nehmen die algorithmischen Ansätze (wie das maschinelle Lernen) rasant an Komplexität zu. Diese erschwert es den Bürger:innen, die Assistenz nachzuvollziehen und die von Algorithmen vorgeschlagenen Entscheidungen zu akzeptieren. Als Antwort auf diese gesellschaftliche Herausforderung hat die Forschung begonnen, ...
Duration: 07/2021 - 06/2025
Funded by: DFG
TRR 318 - A dialog-based approach to explaining machine learning models (Subproject B01)
In Project B01, researchers are working on an artificial intelligence (AI) based system that can properly respond to questions at the level of language. In medicine, for example, the system should be able to explain a proposed treatment to a doctor and respond to patients’ questions and concerns regarding their treatment plan. The computer ...
Duration: 07/2021 - 06/2025
Funded by: DFG
KIAM: Competence center AI in the working world of industrial SMEs in OstWestfalenLippe
AI for a better working worldHow will artificial intelligence change the world of work? How can companies use new technologies to relieve their employees and increase their competitiveness? And how can employees be prepared for the change? Answers to these questions will be provided by the "AI for the working world of industrial SMEs" (KIAM) ...
Duration: 10/2020 - 09/2025
Funded by: BMBF