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

Experience-based Robotic Process Automation for Knowledge-based Personal Assistants

Robotic Process Automation (RPA) enables further automation of processes across existing systems. As RPA can act like humans and thus is able to read, transfer, and enter data in graphical user…

Human Centric Algebraic Machine Learning

Algebraisches maschinelles Lernen (AML) wurde kürzlich als neues Lernparadigma vorgeschlagen, das auf der Abstrakten Algebra, der Modelltheorie, aufbaut. Im Gegensatz zu anderen populären…

HumanE AI Network

Das HumanE KI-Netz vereint europäische Spitzenforschungszentren, Universitäten und wichtige Industrie-Champions in einem Netzwerk von Exzellenzzentren, das über eine enge Definition der KI hinausgeht…

Explaining AI with Narratives

In the XAINES project, the aim is not only to ensure explainability, but also to provide explanations (narratives). The central question is whether AI can explain in one sentence why it acted the way…

Dynamic planning in Individual Manufacturing along the supply Chain (Preparation Phase)

Phase 1 of 2 (Preparation Phase):

The fulfilment of individual customer requirements is becoming an increasingly decisive factor when considering the competitiveness of companies. The make-to-order or…

Self-organizing Personal Knowledge Assistants in Evolving Corporate Memories

Potentials

Knowledge Graphs (KGs) get an increased interest in research and industry to represent data, information and knowledge from various sources in ontology-based graph structures. In addition,…

Sustaining Grass-roots Organizational Memories: Methods and Effects of Applying Managed Forgetting in Administrative Corporate Scenarios

Partners

Universität Hannover (Gottfried Wilhelm Leibniz Universität Hannover)

Pädagogische Hochschule Ludwigsburg (Fakultät III: Sonderpädagogik Institut für Sonderpädagogische Förderschwerpunkte)…

EU Council Presidency Translator

Language is an essential part of our lives – we use it to share information, to describe our feelings, to discuss with others or to pass on knowledge to the next generations. It is a vital component…

Explainable AI and Neural Networks

Despite astonishing progress in the field of Machine Learning (ML), the robustness of high-performance models, especially the ones based on Deep Learning technologies, has been lower than initially…

Smart Data Innovation Challenges

Das Konzept der Smart Data Innovation Challenges (SDI-C) erweitert das Smart Data Innovation Lab (SDIL) um eine wichtige Komponente. Geforderte schnellere, innovative Forschung kann damit…

German Research Center for Artificial Intelligence
Deutsches Forschungszentrum für Künstliche Intelligenz