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Knowledge graphs for eXplainable artificial intelligence : foundations, applications and challenges / [electronic resource]
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| 자료유형 | E-Book |
|---|---|
| 개인저자 | Tiddi, Ilaria. Le?cue?, F. Hitzler, Pascal. |
| 서명/저자사항 | Knowledge graphs for eXplainable artificial intelligence[electronic resource] :foundations, applications and challenges /edited by Ilaria Tiddi, Freddy Le?cue? and Pascal Hitzler. |
| 발행사항 | Amsterdam : IOS Press, 2020. |
| 형태사항 | 1 online resource (314 p.). |
| 총서사항 | Studies on the Semantic Web ;v. 047 |
| 소장본 주기 | Master record variable field(s) change: 650 |
| 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 |
| 기타형태 저록 | Print version:Tiddi, I.Knowledge Graphs for EXplainable Artificial Intelligence: Foundations, Applications and ChallengesAmsterdam : IOS Press, Incorporated,c20209781643680804 |
| 대출바로가기 | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2512581 |
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| No. | 등록번호 | 청구기호 | 소장처 | 도서상태 | 반납예정일 | 예약 | 서비스 | 매체정보 |
|---|---|---|---|---|---|---|---|---|
| 1 | WE00020331 | 006.3 | 가야대학교/전자책서버(컴퓨터서버)/ | 대출가능 |
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