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Knowledge graphs for eXplainable artificial intelligence : foundations, applications and challenges [electronic resource]

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Data Type : eBook
ISBN :
ISBN :
ISBN : 9781643680811 
ISBN : 1643680811 
ISBN :
Title/Author : Knowledge graphs for eXplainable artificial intelligence  [electronic resource]:  foundations, applications and challenges /  edited by Ilaria Tiddi, Freddy Lécué and Pascal Hitzler. 
Imprint : Amsterdam:  IOS Press,  2020. 
Format : 1 online resource (314 p.). 
Total Title Note : Studies on the Semantic Web;  v. 047 
Note : Includes biliographic references and indexes. 
Content Note : 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 
Content Note : 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 
Content Note : Managing Identity in Knowledge-Based Explainable Systems -- Subject Index -- Author Index 
General Subject Name : Artificial intelligence. -- 
General Subject Name : Semantic computing. -- 
General Subject Name : Information visualization. -- 
General Subject Name : Artificial intelligence. -- 
General Subject Name : Information visualization. -- 
General Subject Name : Semantic computing. -- 
General Subject Name : Electronic books. -- 
Personal Author : Tiddi, Ilaria.
Personal Author : Lécué, F.
Personal Author : Hitzler, Pascal.
기타형태 저록 : Print version: Tiddi, I. Knowledge Graphs for EXplainable Artificial Intelligence: Foundations, Applications and Challenges. Amsterdam : IOS Press, Incorporated,c2020, 9781643680804
Language English
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