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Exploring semantic technologies and their application to nuclear knowledge management.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Vienna : International Atomic Energy Agency, 2021.
Colección:IAEA nuclear energy series ; no. NG-T-6.15
Temas:
Acceso en línea:Texto completo

MARC

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490 0 |a IAEA nuclear energy series ;  |v no. NG-T-6.15 
505 0 |a Intro -- 1. Introduction -- 1.1. Background -- 1.2. Objective -- 1.3. Scope -- 1.4. Structure -- 2. Overview of Semantic Technologies in Knowledge Management -- 2.1. The impact of semantic technologies on knowledge management -- 2.2. Knowledge management under conditions of distributed knowledge -- 3. Managing Distributed Knowledge -- 3.1. Organizing distributed knowledge -- 3.1.1. Trends in knowledge organization -- 3.1.2. Classifying knowledge organization systems -- 3.1.3. Designing interoperable KOSs -- 3.2. Enabling interoperability with semantic web technologies 
505 8 |a 3.2.1. Semantic technologies and the Semantic Web -- 3.2.2. Semantic Web design principles -- 3.2.3. Technological benefits of Semantic Web technologies -- 3.2.4. Application areas of Semantic Web and linked data -- 3.3. Constructing distributed knowledge bases with SKOS -- 3.3.1. SKOS -- Simple knowledge organization system -- 3.3.2. Using SKOS to build a federated knowledge infrastructure -- 3.3.3. Limitations and quality issues in modelling SKOS -- 3.4. Enriching knowledge bases with linked data -- 3.4.1. Connecting information sources with linked data 
505 8 |a 3.4.2. Linked data in the content value chain -- 3.4.3. Licensing linked data -- 3.4.4. Providing a community norm -- 4. Nuclear Knowledge Management and Semantic Technologies -- 4.1. Overview and current status of nuclear knowledge and information management -- 4.2. Semantic techniques particularly relevant to the nuclear field -- 4.2.1. Establishing common vocabularies, taxonomies and thesauri -- 4.2.2. Developing knowledge organization systems -- 4.2.3. Integration of heterogeneous knowledge sources -- 4.2.4. Automated indexing, categorization and tagging 
505 8 |a 4.2.5. Semantic search and artificial intelligence techniques -- 4.2.6. Visualization -- 4.2.7. Text analytics, data mining and knowledge discovery -- 4.3. Examples of ongoing and proposed applications -- 4.3.1. Presenting knowledge bases to the users -- knowledge portals, wikis, custom applications -- 4.3.2. Interlinking and comparing KOSs -- 4.3.3. Competency networks -- 4.3.4. Education and training networks -- 4.3.5. Knowledge and learning objects repositories (K/LORs) -- 4.3.6. Extracting lessons learned from operational experience and events analysis -- 4.3.7. Plant information models (PIMs) 
505 8 |a 4.3.8. Crisis management, emergency preparedness and Semantic Web -- 5. Conclusion -- AppendixLIST OF AVAILABLE SKOS THESAURI -- REFERENCES -- Annex USE CASES IN THE NUCLEAR DOMAIN -- A-1.1. Summary/abstract -- A-1.2. Organizational context -- A-1.3. Main stakeholders/departments -- A-1.4. Organization's KM system -- A-1.5. Objectives of the KM initiative -- A-1.6. Description of the KM initiatives -- A-1.7. Major achievements and benefits derived -- A-1.8. Challenges addressed and knowledge derived from experiences -- A-2.1. Objective -- A-2.2. Solution design 
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