Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
- Alejandro Barredo Arrieta, Natalia Díaz Rodríguez, Francisco Herrera
- Computer ScienceInformation Fusion
- 22 October 2019
Knowledge Engineering: Principles and Methods
- R. Studer, Richard Benjamins, D. Fensel
- Computer ScienceData & Knowledge Engineering
- 1 March 1998
What are ontologies, and why do we need them?
- B. Chandrasekaran, J. Josephson, Richard Benjamins
- PhilosophyIEEE Intelligent Systems
- 1999
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.
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.
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
- D. Fensel, E. Motta, B. Wielinga
- Computer ScienceKnowledge and Information Systems
- 1 March 2003
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.
Six challenges for the Semantic Web
- Richard Benjamins, J. Contreras, Óscar Corcho, A. Gómez-Pérez
- Computer ScienceInternational Conference on Principles of…
- 1 April 2002
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?
- Steffen Staab, Wil M.P. van der Aalst, Dennis Gannon
- Computer ScienceIEEE Intelligent Systems
- 2003
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.
WonderTools? A comparative study of ontological engineering tools
- A. Duineveld, R. Stoter, M. R. Weiden, B. Kenepa, Richard Benjamins
- Computer ScienceInt. J. Hum. Comput. Stud.
- 1 June 2000
The usefulness of the tools depends on the level of the users and the stage of development of the ontology, as well as cooperation with other users.
Knowledge Management through Ontologies
- Richard Benjamins, D. Fensel, A. Gómez-Pérez
- Computer SciencePractical Aspects of Knowledge Management
- 1 October 1998
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.
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