| Description |
1 online resource (314 pages). |
| Physical Medium |
polychrome |
| Description |
text file |
| Series |
Studies on the Semantic Web ; v. 047
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Studies on the Semantic Web ; v. 047.
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| Contents |
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 |
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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 |
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Managing Identity in Knowledge-Based Explainable Systems -- Subject Index -- Author Index |
| Bibliography |
Includes biliographic references and indexes. |
| Local Note |
eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America |
| Subject |
Artificial intelligence.
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Artificial intelligence. |
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Semantic computing.
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Semantic computing. |
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Information visualization.
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Information visualization. |
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Electronic books. |
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Electronic books.
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| Genre/Form |
Electronic books.
|
| Added Author |
Tiddi, Ilaria.
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Lécué, F.
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Hitzler, Pascal.
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| Other Form: |
Print version: Tiddi, I. Knowledge Graphs for EXplainable Artificial Intelligence: Foundations, Applications and Challenges Amsterdam : IOS Press, Incorporated,c2020 9781643680804 |
| ISBN |
9783898387545 (AKA, print) |
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3898387542 (AKA, print) |
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9781643680811 (electronic book) |
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1643680811 (electronic book) |
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9781643680804 |
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