Knowledge integration methods for probabilistic knowledge-based systems / Van Tham Nguyen, Ngoc Thanh Nguyen, Trong Hieu Tran.
| Author/creator | Nguyen, Van Tham |
| Other author | Nguyen, Ngoc Thanh (Computer scientist) |
| Other author | Tran, Trong Hieu. |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton : CRC Press, 2023. |
| Description | pages cm |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Contents | Probabilistic knowledge-based systems -- Inconsistency measures for probabilistic knowledge bases -- Methods for restoring consistency in probabilistic knowledge bases -- Distance-based methods for integrating probabilistic knowledge bases -- Value-based method for integrating probabilistic knowledge bases -- Experiments and applications -- Conclusions and open problems. |
| Abstract | "Knowledge-based systems and solving knowledge integrating problems have seen a great surge of research activity in recent years. This book provides a wide snapshot of building knowledge-based systems, inconsistency measures, methods for handling consistency, and methods for integrating knowledge bases. It also provides the mathematical background to solve problems of restoring consistency and problems of integrating probabilistic knowledge bases in the integrating process. The research results presented in the book can be applied in decision support systems, semantic web systems, multimedia information retrieval systems, medical imaging systems, cooperative information systems, and more. Knowledge Integration Methods will be useful for Computer Science graduates and Ph.D students, in addition to researchers and readers working on knowledge management and ontology interpretation"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2022028082 |
| ISBN | 9781032232188 (hardback) |
| ISBN | 9781032233888 (paperback) |
| ISBN | (ebook) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |