Tiddi, Ilaria
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자료유형 | E-BOOK |
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서명/저자사항 | Knowledge graphs for eXplainable artificial intelligence [electronic resource] : foundations, applications and challenges/ edited by Ilaria Tiddi, Freddy Lécué and Pascal Hitzler. |
개인저자 | Tiddi, Ilaria, Lécué, F, Hitzler, Pascal, |
발행사항 | Amsterdam: IOS Press, 2020. |
형태사항 | 1 online resource (314 p.). |
총서사항 | Studies on the Semantic Web;v. 047 |
기타형태 저록 | Print version: Tiddi, I. Knowledge Graphs for EXplainable Artificial Intelligence: Foundations, Applications and Challenges Amsterdam : IOS Press, Incorporated,c2020 9781643680804 |
ISBN | 9781643680811 1643680811 |
서지주기 | Includes biliographic references and indexes. |
내용주기 | 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 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 Managing Identity in Knowledge-Based Explainable Systems -- Subject Index -- Author Index |
일반주제명 | Artificial intelligence. Semantic computing. Information visualization. Artificial intelligence. Information visualization. Semantic computing. Electronic books. |
언어 | 영어 |
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