Anwendungsfelder

Knowledge & Business Intelligence

More and more complex business processes generate more and more data. Intelligent and professional processing of the flood of data can give companies a decisive competitive advantage. Business success in sustainable management is therefore determined decisively by the effective handling of data and knowledge and their application in the relevant business processes. We develop and research the latest artificial intelligence technologies for the targeted and systematic exploitation, distribution, archiving and communication of knowledge, data and information. Automated and learning assistants help to structure work processes and proactively provide relevant information in all business areas. Thus, the growing variety of information can be controlled intuitively, purposefully and effectively at any time and anywhere and can be used for decision-making.

News

An important foundation stone has been laid for the planned establishment of a DFKI research lab in Japan: A cooperation agreement was signed with…

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Three years after the last in-person meeting, the annual European conference on Language Technology returns to Brussels: META-FORUM 2022 takes place…

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Die dritte Ausgabe der QURATOR-Konferenz für KI-getriebene Kuratierungstechnologien in Kultur, Medien, Industrie und Medizin findet vom 19. bis 23.…

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Projects

Deep Fusion für Neuronale Netze

Motivation

Focused research and development in the field of Deep Learning, especially in recent years, has resulted in a variety of different network types, architectures, modules, training methods…

Metaprogramming for Accelerators

Metacca is a research project funded by the German Federal Ministry of Education and Research (BMBF) through a directive for funding for “basic research for HPC software in high-performance…

Programmable Taskflow Oriented Operating System

ProThOS is a research project funded by the German Federal Ministry of Education and Research (BMBF) through a directive for funding for "basic research for HPC software in high-performance…

Corporate Memory

CoMem is an ecosystem based on evolving knowledge graphs integrating information silos and legacy systems as well as (personal) information sources of knowledge workers and their teams. The ecosystem…

Sustaining Grass-roots Organizational Memories: Foundations and Methods of Managed Forgetting for Knowledge Workers

Introducing ‘forgetting’ into organizational knowledge management methods and practices promises to help overcome information overload and to ease focusing on and refinding the really important…

Software Campus: Suchmaschine für die grafische Benutzeroberflöche

Entwicklung einer Suchmaschine zum Auffinden von Elementen in grafischen Benutzeroberflächen und deren Verwendung in Software-Modellen

 

Image-Based Adaptive Sampling for SEM and STEM Imaging

In this project, we will develop sparse sampling strategies, also called compressed sensing (CS), to increase in the throughput and reduce the required electron dose of three dimensional (3D) Scanning…

Predictive Analytics and Real-Time Interactive Visualization for Industry

PROTEUS mission is to investigate and develop ready-to-use scalable online machine learning algorithms and real-time interactive visual analytics to deal with extremely large data sets and data…

Digitale Kuratierungstechnologien

The project “Digitale Kuratierungstechnologien” (DKT, Digital Curation Technologies) involves four Berlin-based companies (ART+COM AG, Condat AG, 3pc GmbH and kreuzwerker GmbH) and the DFKI Language…

Percipient Storage for Exascale Data-Centric Computing

Das weltweite Datenvolumen wächst stark an, wodurch Lösungen, die Speicherung und Verarbeitung von Daten trennen, nicht skalierbar sind. Experimente und Simulationen in wissenschaftlichen…

German Research Center for Artificial Intelligence
Deutsches Forschungszentrum für Künstliche Intelligenz