-
Article
Open AccessA study on interoperability between two Personal Health Train infrastructures in leukodystrophy data analysis
The development of platforms for distributed analytics has been driven by a growing need to comply with various governance-related or legal constraints. Among these platforms, the so-called Personal Health Tra...
-
Article
Open AccessA review and classification of manufacturing ontologies
One core concept of Industry 4.0 is establishing highly autonomous manufacturing environments. In the vision of Industry 4.0, the product leads its way autonomously through the shopfloor by communicating with ...
-
Chapter and Conference Paper
OntoEditor: Real-Time Collaboration via Distributed Version Control for Ontology Development
In today’s remote work environment, the demand for real-time collaborative tools has surged. Our research targets efficient collaboration among knowledge engineers and domain experts in Ontology development. W...
-
Chapter
Actionable Artificial Intelligence for the Future of Production
The Internet of Production (IoP) promises to be the answer to major challenges facing the Industrial Internet of Things (IIoT) and Industry 4.0. The lack of inter-company communication channels and standards, ...
-
Chapter
A Digital Shadow Reference Model for Worldwide Production Labs
Due to their growing amount and heterogeneity, we need a precise and standardized understanding about the foundation, structure, and forms of aggregation and especially the use of data and models within the pr...
-
Chapter and Conference Paper
Towards Privacy-Preserving Machine Learning in Sovereign Data Spaces: Opportunities and Challenges
The world of big data has unlocked novel avenues for organizations to generate value via sharing data. Current data ecosystem initiatives such as Gaia-X and IDS are introducing data-driven business models that...
-
Chapter
Managing Growing Uncertainties in Long-Term Production Management
Long-term production management defines the future production structure and ensures the long-term competitiveness. Companies around the world currently have to deal with the challenge of making decisions in an...
-
Article
Open AccessWhat prevents us from reusing medical real-world data in research
Medical real-world data stored in clinical systems represents a valuable knowledge source for medical research, but its usage is still challenged by various technical and cultural aspects. Analyzing these chal...
-
Chapter and Conference Paper
A Knowledge Graph for Query-Induced Analyses of Hierarchically Structured Time Series Information
This paper introduces the concept of a knowledge graph for time series data, which allows for a structured management and propagation of characteristic time series information and the ability to support query-...
-
Chapter and Conference Paper
pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints
Statistical heterogeneity, especially feature distribution skewness, among the distributed data is a common phenomenon in practice, which is a challenging problem in federated learning that can lead to a degra...
-
Chapter and Conference Paper
Citation Recommendation Chatbot for Professional Communities
In recent years, the proliferation of academic literature has made it increasingly challenging for researchers and professionals to discover relevant citations for their work. To address this issue, this paper...
-
Living Reference Work Entry In depth
A Digital Shadow Reference Model for Worldwide Production Labs
Due to their growing amount and heterogeneity, we need a precise and standardized understanding about the foundation, structure, and forms of aggregation and especially the use of data and models within the pr...
-
Chapter and Conference Paper
Motivating Learners with Gamified Chatbot-Assisted Learning Activities
Chatbots belong to the many technological novelties that could be employed in educational settings. Already being shown successfully in contexts such as being able to answer frequently asked questions, more ad...
-
Living Reference Work Entry In depth
Managing Growing Uncertainties in Long-Term Production Management
Long-term production management defines the future production structure and ensures the long-term competitiveness. Companies around the world currently have to deal with the challenge of making decisions in an...
-
Living Reference Work Entry In depth
Actionable Artificial Intelligence for the Future of Production
The Internet of Production (IoP) promises to be the answer to major challenges facing the Industrial Internet of Things (IIoT) and Industry 4.0. The lack of inter-company communication channels and standards, ...
-
Article
Open AccessLISSU: Continuous Monitoring of SOA Communication with Constraint-Based Validation
Service-oriented architectures (SOA) are becoming more widespread in the context of Industry 4.0, and their interface descriptions enable modular and scalable communication systems. Since syntactic checks such...
-
Chapter
Medical Data Spaces in Healthcare Data Ecosystems
Exchange of sensitive medical data between healthcare providers and researchers requires a particularly high level of trust and security. Involving patients and citizen into this process increases transparency...
-
Chapter and Conference Paper
Towards Easy Vocabulary Drafts with Neologism 2.0
Shared vocabularies and ontologies are essential for many applications. Although standards and recommendations already cover many areas, adaptations are usually necessary to represent concrete use-cases proper...
-
Chapter and Conference Paper
Data Reliability and Trustworthiness Through Digital Transmission Contracts
As decision-making is increasingly data-driven, trustworthiness and reliability of the underlying data, e.g., maintained in knowledge graphs or on the Web, are essential requirements for their usability in the in...
-
Chapter and Conference Paper
HTTP Extensions for the Management of Highly Dynamic Data Resources
As Semantic Web Technologies are increasingly employed for the management of highly dynamic data resources, e.g., the Industrial Internet of Things, resource versioning, state synchronization and distributed d...
