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▼a 1162844080
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▼a 9781643680811
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▼a 1643680811
▼q (electronic bk.)
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▼a 2512581
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▼2 23
▼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.
▼a Amsterdam:
▼b IOS Press,
▼c 2020.
▼a 1 online resource (314 p.).
▼a text
▼b txt
▼2 rdacontent
▼a computer
▼b c
▼2 rdamedia
▼a online resource
▼b cr
▼2 rdacarrier
▼a Studies on the Semantic Web;
▼v v. 047
▼a Includes biliographic references and indexes.
▼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
▼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
▼a Managing Identity in Knowledge-Based Explainable Systems -- Subject Index -- Author Index
▼a Description based on online resource, title from digital title page (viewed on April 1, 2021).
▼a Master record variable field(s) change: 650
▼a Artificial intelligence.
▼a Semantic computing.
▼a Information visualization.
▼a Artificial intelligence.
▼2 fast
▼0 (OCoLC)fst00817247
▼a Information visualization.
▼2 fast
▼0 (OCoLC)fst00973185
▼a Semantic computing.
▼2 fast
▼0 (OCoLC)fst01748947
▼a Electronic books.
▼a Electronic books.
▼a Tiddi, Ilaria.
▼a Lécué, F.
▼a Hitzler, Pascal.
▼i Print version:
▼a Tiddi, I.
▼t Knowledge Graphs for EXplainable Artificial Intelligence: Foundations, Applications and Challenges.
▼d Amsterdam : IOS Press, Incorporated,c2020,
▼z 9781643680804
▼a Studies on the Semantic Web;
▼v v. 047.
▼a NA000000
▼b 00000140
▼3 EBSCOhost
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▼a EBSCOhost
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▼n 2512581
▼a YBP Library Services
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| 자료유형 : | eBook |
|---|---|
| ISBN : | |
| ISBN : | |
| ISBN : | 9781643680811 |
| ISBN : | 1643680811 |
| ISBN : | |
| 서명/저자사항 : | Knowledge graphs for eXplainable artificial intelligence [electronic resource]: foundations, applications and challenges / edited by Ilaria Tiddi, Freddy Lécué and Pascal Hitzler. |
| 발행사항 : | Amsterdam: IOS Press, 2020. |
| 형태사항 : | 1 online resource (314 p.). |
| 총서사항 : | Studies on the Semantic Web; v. 047 |
| 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 |
| 내용주기 : | 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 |
| 내용주기 : | Managing Identity in Knowledge-Based Explainable Systems -- Subject Index -- Author Index |
| 일반주제명 : | Artificial intelligence. -- |
| 일반주제명 : | Semantic computing. -- |
| 일반주제명 : | Information visualization. -- |
| 일반주제명 : | Artificial intelligence. -- |
| 일반주제명 : | Information visualization. -- |
| 일반주제명 : | Semantic computing. -- |
| 일반주제명 : | Electronic books. -- |
| 개인저자 : | Tiddi, Ilaria. |
| 개인저자 : | Lécué, F. |
| 개인저자 : | Hitzler, Pascal. |
| 기타형태 저록 : | Print version: Tiddi, I. Knowledge Graphs for EXplainable Artificial Intelligence: Foundations, Applications and Challenges. Amsterdam : IOS Press, Incorporated,c2020, 9781643680804 |
| 언어 | 영어 |
| URL : |
|---|
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