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UML for Developing Knowledge Management Systems, by Anthony J. Rhem
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UML for Developing Knowledge Management Systems provides knowledge engineers the framework in which to identify types of knowledge and where this knowledge exists in an organization. It also shows ways in which to use a standard recognized notation to capture, or model, knowledge to be used in a knowledge management system (KMS).
This volume enables knowledge engineers, systems analysts, designers, developers, and researchers to understand the concept of knowledge modeling with Unified Modeling Language (UML). It offers a guide to quantifying, qualifying, understanding, and modeling knowledge by providing a reusable framework that can be adopted for KMS implementation.
Following a brief history of knowledge management, the book discusses knowledge acquisition and the types of knowledge that can be discovered within a domain. It offers an overview of types of models and the concepts behind them. It then reviews UML and how to apply UML to model knowledge. The book concludes by defining and applying the Knowledge Acquisition framework via a real-world case study.
- Sales Rank: #1781587 in Books
- Brand: Roberts, G. N. (EDT)/ Sutton, R. (EDT)
- Published on: 2005-11-21
- Original language: English
- Number of items: 1
- Dimensions: 9.54" h x .78" w x 6.46" l, 1.18 pounds
- Binding: Hardcover
- 288 pages
Most helpful customer reviews
1 of 2 people found the following review helpful.
Attention Data & Object Modelers
By Chris Clipper
If you're like me and have a desire to know and understand the underlying concepts for large-scale Data and Object modeling, then this book is required reading. This is true even if you already know and use UML in your work but even more so if you don't know what UML is yet.
The author provides a history of knowledge engineering with respect to its roots in philosophy especially in regards to epistemology and logic. These two areas underlie what we're really trying to do when we model real-world systems. Epistemology provides the types and structures of knowledge and logic provides the reasoning used to manipulate that knowledge.
The book also surveys the various methods used to define domain knowledge. This background was highly useful in seeing the full spectrum of what methods should be used with what types of information. It highlights the critical need for evaluating the proper modeling paradigm for the given domain and its context. The goal of the book is effectively met when you discover the robustness of UML in comparison to the other paradigms.
But be warned, this book may spark an even further interest for investigating the history and current use of knowledge engineering including Logic and Epistemology.
1 of 2 people found the following review helpful.
Best knowledge management out
By David Schneider
This book is by far one of the best books I have read on knowledge management. I highly recommend this book for everyone's library that has an interest in Knowledge Management. Dr. Rhem has a knack breaking Knowledge management into everyday terms that is easy to relate to. I believe in this book, it has become mandatory reading for all our employees.
This book has a nice introduction to the knowledge management offering definitions, some history, and various critical dimensions of knowledge management. Each dimension of knowledge management is broken down into understandable terms.
I would recommend this book to for beginners and experts in knowledge management. It does cover advance areas of knowledge management. Also the review on UML is also a nice refresher.
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