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Knowledge graphs for eXplainable artificial intelligence foundations, applications and challenges /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Tiddi, Ilaria, Lécué, F., Hitzler, Pascal
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam : IOS Press, 2020.
Colección:Studies on the Semantic Web ; v. 047.
Temas:
Acceso en línea:Texto completo

MARC

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245 0 0 |a Knowledge graphs for eXplainable artificial intelligence  |h [electronic resource] :  |b foundations, applications and challenges /  |c edited by Ilaria Tiddi, Freddy Lécué and Pascal Hitzler. 
264 1 |a Amsterdam :  |b IOS Press,  |c 2020. 
300 |a 1 online resource (314 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Studies on the Semantic Web ;  |v v. 047 
588 0 |a Online resource, title from digital title page (viewed on April 1, 2021). 
505 0 |a Intro -- Title Page -- Preface -- Contents -- Part 1. Foundations of Knowledge-Based eXplainable Systems -- Knowledge Graphs on the Web -- An Overview -- Foundations of Explainable Knowledge-Enabled Systems -- Knowledge Graph Embeddings and Explainable AI -- Benchmarking the Lifecycle of Knowledge Graphs -- Part 2. Applications -- Knowledge-Aware Interpretable Recommender Systems -- Differentiable Reasoning on Large Knowledge Bases and Natural Language -- Neuro-Symbolic Architectures for Context Understanding 
505 8 |a Knowledge Representation and Reasoning Methods to Explain Errors in Machine Learning -- Knowledge-Based Explanations for Transfer Learning -- Explanations in Predictive Analytics: Case Studies -- Generating Explanations in Natural Language from Knowledge Graphs -- Part 3. Challenges for Knowledge-Based eXplainable Systems -- Directions for Explainable Knowledge-Enabled Systems -- The Data Ethics Challenges of Explainable AI and Their Knowledge-Based Solutions -- Who Is This Explanation for? Human Intelligence and Knowledge Graphs for eXplainable AI 
505 8 |a Managing Identity in Knowledge-Based Explainable Systems -- Subject Index -- Author Index 
504 |a Includes bibliographical references and indexes. 
590 |a eBooks on EBSCOhost  |b EBSCO eBook Subscription Academic Collection - Worldwide 
650 0 |a Artificial intelligence. 
650 0 |a Semantic computing. 
650 0 |a Information visualization. 
650 0 |a Electronic books. 
650 2 |a Artificial Intelligence 
650 6 |a Intelligence artificielle. 
650 6 |a Informatique sémantique. 
650 6 |a Visualisation de l'information. 
650 6 |a Livres numériques. 
650 7 |a artificial intelligence.  |2 aat 
650 7 |a e-books.  |2 aat 
650 7 |a Artificial intelligence  |2 fast 
650 7 |a Information visualization  |2 fast 
650 7 |a Semantic computing  |2 fast 
700 1 |a Tiddi, Ilaria. 
700 1 |a Lécué, F. 
700 1 |a Hitzler, Pascal. 
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830 0 |a Studies on the Semantic Web ;  |v v. 047. 
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