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Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
Knowledge Engineering: Principles and Methods
What are ontologies, and why do we need them?
A conceptual introduction to ontologies and their role in information systems and AI is provided and how ontologies clarify the domain's structure of knowledge and enable knowledge sharing is discussed.
Overview of Knowledge Sharing and Reuse Components: Ontologies and Problem-Solving Methods
- A. Pérez, Richard Benjamins
- Computer ScienceInternational Joint Conference on Artificial…
- 1 August 1999
An overview of approaches for ontologies and problem-solving methods is given, which can be viewed as complementary entities that can be used to configure new knowledge systems from existing, reusable components.
The Unified Problem-Solving Method Development Language UPML
The paper describes the components and adapters, architectural constraints, development guidelines, and tools provided by UPML, a framework for developing knowledge-intensive reasoning systems based on libraries of generic problem-solving components.
Mobile phone data for informing public health actions across the COVID-19 pandemic life cycle
It is argued that mobile phone data, when used properly and carefully, represents a critical arsenal of tools for supporting public health actions across early-, middle-, and late-stage phases of the COVID-19 pandemic.
Six challenges for the Semantic Web
Some of the major challenges the Semantic Web community faces in the coming years are identified, and solution directions are outlined.
Web Services: Been There, Done That?
This section discusses how a low initial entry barrier and simple technology are balanced against the long-term goal of easy integration, including semantics in a Web service modeling framework; and building on new kinds of applications such as grid enterprises.
Law and the Semantic Web: Legal Ontologies, Methodologies, Legal Information Retrieval, and Applications
- B. Selic, Richard Benjamins, P. Casanovas, Aldo Gangemi
- Law, Computer ScienceLaw and the Semantic Web
- 1 April 2005
This book discusses legal Informatics and the Semantic Web, an Introduction to Legal Ontology, and a Methodology to Create Legal Ontologies in a Logic Programming Information Retrieval System.
Knowledge Management through Ontologies
An approach to intelligent knowledge management that explicitly takes into account the social issues involved is described, and the proof of concept is given by a large-scale initiative involving knowledge management of a virtual organization.