| 书目名称 | Concept Formation and Knowledge Revision | | 编辑 | Stefan Wrobel | | 视频video | | | 图书封面 |  | | 描述 | A fundamental assumption of work in artificial intelligence andmachine learning is that knowledge is expressed in a computer with thehelp of knowledge representations. Since the proper choice of suchrepresentations is a difficult task that fundamentally affects thecapabilities of a system, the problem of automatic.representation. .change. is an important topic in currentresearch..Concept Formation. .and Knowledge Revision.focuses on representation change as a .concept. .formation.task, regarding concepts as the elementary representational vocabularyfrom which further statements are constructed..Taking an interdisciplinary approach from psychological foundations tocomputer implementations, the book draws on existing psychologicalresults about the nature of human concepts and concept formation todetermine the scope of concept formation phenomena, and to identifypotential components of computational concept formation models. Thecentral idea of this work is that computational concept formation canusefully be understood as a process that is triggered in ademand-driven fashion by the representational needs of the learningsystem, and identify the .knowledge revision. activities of asystem | | 出版日期 | Book 1994 | | 关键词 | artificial intelligence; intelligence; knowledge; knowledge base; knowledge representation; learning; logi | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4757-2317-5 | | isbn_softcover | 978-1-4419-5146-5 | | isbn_ebook | 978-1-4757-2317-5 | | copyright | Springer-Verlag US 1994 |
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发表于 2025-3-21 19:24:50
