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Knowledge Engineering: Principles and Methods
This paper gives an overview of the development of the field of Knowledge Engineering over the last 15 years. We discuss the paradigm shift from a transfer view to a modeling view and describe twoExpand
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Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
In the last years, Artificial Intelligence (AI) has achieved a notable momentum that may deliver the best of expectations over many application sectors across the field. For this to occur, the entireExpand
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The Unified Problem-Solving Method Development Language UPML
Problem-solving methods provide reusable architectures and components for implementing the reasoning part of knowledge-based systems. The Unified Problem-Solving Method Description Language (UPML)Expand
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Community is knowledge! in (KA)2
The Knowledge Annotation Initiative of the Knowledge Acquisition Community, (KA) is an initiative to develop an ontology that models the knowledge acquisition community (its researchers, topics,Expand
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Near-Term Prospects for Semantic Technologies
Tor the past few years, the Semantic Web has been enjoying significant investment, mostly through research but to a lesser extent through start-ups and commercial projects. A major topic ofExpand
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Web Services: Been There, Done That?
Web services can be defined as loosely coupled, reusable software components that semantically encapsulate discrete functionality and are distributed and programmatically accessible over standardExpand
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Knowledge Management through Ontologies
Most enterprises agree that knowledge is an essential asset for success and survival on a increasingly competitive and global market. This awareness is one of the main reasons for the exponentialExpand
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(KA)2: building ontologies for the Internet: a mid-term report
Ontologies are becoming increasingly more important in many different areas, including the knowledge management area. In knowledge management, ontologies can be used as an instrument to makeExpand
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UPML: A Framework for Knowledge System Reuse
Problem-solving methods provide reusable architectures and components for implementing the reasoning part of knowledge-based systems. The Unified Problem-solving Method Development Language, UPML,Expand
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Editorial: problem-solving methods
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