1 Introduction -- 2 Information, Knowledge, Representation -- 3 The Situation -- 4 The Opportunity -- 5 The Precepts -- 6 The Universal Categories -- 7 A KR Terminology -- 8 KR Vocabulary and Languages -- 9 Keeping the Design Open -- 10 Modular, Expandable Typologies -- 11 Knowledge Graphs and Bases -- 12 Platforms and Knowledge Management -- 13 Building Out the System -- 14 Testing Best Practices -- 15 Potential Uses in Breadth -- 16 Potential Uses in Depth -- 17 Conclusion.
Summary:
ledge initiative. This book is an essential addition to theory and practice for KR and semantic technology and AI researchers and practitioners, who will benefit from Peirce's profound understanding of meaning and context. undation for knowledge-based AI. This book is structured into five parts. The first and last parts are bookends that first set the context and background and conclude with practical applications. The three main parts that are the meat of the approach first address the terminologies and grammar of knowledge representation, then building blocks for KR systems, and then design, build, test, and best practices in putting a system together. Throughout, the book refers to and leverages the open source KBpedia knowledge graph and its public knowledge bases, including Wikipedia and Wikidata. KBpedia is a ready baseline for users to bridge from and expand for their own domain needs and applications. It is built from the ground up to reflect Peircean principles. This book is one of timeless, practical guidelines for how to think about KR and to design knowledge management (KM) systems. The book is grounded bedrock for enterprise information and knowledge managers who are contemplating a new know ledge initiative. This book is an essential addition to theory and practice for KR and semantic technology and AI researchers and practitioners, who will benefit from Peirce's profound understanding of meaning and context.
This resource is supported by the Institute of Museum and Library Services under the provisions of the Library Services and Technology Act as administered by State Library of Iowa.