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

With "Data Science and its Applications", the German Research Center for Artificial Intelligence (DFKI) is establishing a new research department in…

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The development and implementation of new information technologies is becoming increasingly important in the digital transformation of public…

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On Friday, November 5, 2021, the kick-off ceremony for the 25th edition of the Consulting advanced training program took place in the auditorium of…

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Projects

Platform for Analytical Supply Chain Management Services

The goal of the PLASS project is the development of a prototypical B2B platform for AI-based decision support for supply chain management. The focus is on the automatic recognition of…

Data Science Chatbot: A text-based interface, that learns from experts to support experts

The goal of this project is the development of efficient methods for analyzing and for learning to analyse the user behavior during interactions with an expert system. The considered scenario includes…

Daten-Souveränitätsmanager

Das Projekt Daten-Souveränitäts-Manager (DaSoMan) wird Nutzern von Web-Diensten vollständige Kontrolle über seine personenbezogenen Daten gewähren. GleichzeitigsollAnbieternbzw. Entwicklernvon…

European Extreme Performing Big Data Stacks

In today´world, data is streamed from the local network or edge devices to a cloud provider which is rented by a customer to perform the data execution. The Big Data software stack, in an application…

Prozess-basierte Blockchain für das Monitoring unternehmensübergreifender Geschäftsprozesse

Im Vorhaben ProcessChain sollen die Möglichkeiten und Konsequenzen dieser Technologie für das Monitoring unternehmensübergreifender Geschäftsprozesse praktisch erprobt werden. Die Digitalisierung und…

Virtual Reality to Improve the User Experience in the Exploration of Process Models through Haptic Feedback
High Performance Deep Learning Framework

The goal of HP-DLF is to provide researchers and developers in the "deep learning" domain an easy access to current and future high-performance computing systems. For this purpose, a new software…

Building the Legal Knowledge Graph for Smart Compliance Services in Multilingual Europe

European small and medium-sized enterprises (SMEs) and companies operating internationally face multiple difficulties to trade abroad and to localise their products and services in other countries.…

Tiefes Lernen für End-to-End-Anwendungen in der Sprachtechnologie

The research work in DEEPLEE, which is carried out in the Language Technology research departments in Saabrücken and Berlin, builds on DFKI's expertise in the areas of "deep learning" (DL) and…

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…

German Research Center for Artificial Intelligence
Deutsches Forschungszentrum für Künstliche Intelligenz