Automating Knowledge Acquisition for Expert Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Automating Knowledge Acquisition for Expert Systems write by Sandra Marcus. This book was released on 2013-03-08. Automating Knowledge Acquisition for Expert Systems available in PDF, EPUB and Kindle. In June of 1983, our expert systems research group at Carnegie Mellon University began to work actively on automating knowledge acquisition for expert systems. In the last five years, we have developed several tools under the pressure and influence of building expert systems for business and industry. These tools include the five described in chapters 2 through 6 - MORE, MOLE, SALT, KNACK and SIZZLE. One experiment, conducted jointly by developers at Digital Equipment Corporation, the Soar research group at Carnegie Mellon, and members of our group, explored automation of knowledge acquisition and code development for XCON (also known as R1), a production-level expert system for configuring DEC computer systems. This work influenced the development of RIME, a programming methodology developed at Digital which is the subject of chapter 7. This book describes the principles that guided our work, looks in detail at the design and operation of each tool or methodology, and reports some lessons learned from the enterprise. of the work, brought out in the introductory chapter, is A common theme that much power can be gained by understanding the roles that domain knowledge plays in problem solving. Each tool can exploit such an understanding because it focuses on a well defined problem-solving method used by the expert systems it builds. Each tool chapter describes the basic problem-solving method assumed by the tool and the leverage provided by committing to the method.
Readings in Knowledge Acquisition and Learning
Readings in Knowledge Acquisition and Learning - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Readings in Knowledge Acquisition and Learning write by Bruce G. Buchanan. This book was released on 1993. Readings in Knowledge Acquisition and Learning available in PDF, EPUB and Kindle. Readings in Knowledge Acquisition and Learning collects the best of the artificial intelligence literature from the fields of machine learning and knowledge acquisition. This book brings together the perspectives on constructing knowledge-based systems from these two historically separate subfields of artificial intelligence.
Expert Systems
Expert Systems - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Expert Systems write by Donald Michie. This book was released on 1986. Expert Systems available in PDF, EPUB and Kindle.
Automated Knowledge Acquisition
Automated Knowledge Acquisition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Automated Knowledge Acquisition write by Sabrina Sestito. This book was released on 1994. Automated Knowledge Acquisition available in PDF, EPUB and Kindle. This tutorial provides clear explanations of techniques for automated knowledge acquisition. The techniques covered include: decision tree methods, progressive rule generation, explanation-based learning, artificial neural networks, and genetic algorithm approaches. The book is suitable for both advanced undergraduate and graduate students and computer professionals.
Machine Learning and Knowledge Acquisition
Machine Learning and Knowledge Acquisition - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Machine Learning and Knowledge Acquisition write by Gheorghe Tecuci. This book was released on 1995. Machine Learning and Knowledge Acquisition available in PDF, EPUB and Kindle. Currently, both fields are moving towards an integrated approach using machine learning techniques to automate knowledge acquisition from experts, and knowledge acquisition techniques to guide and assist the learning process.
