Ripple Down Rules

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Ripple Down Rules

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Author : Paul Compton
language : en
Publisher: CRC Press
Release Date : 2021-05-30

Ripple Down Rules written by Paul Compton and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-30 with Computers categories.

Machine learning algorithms hold extraordinary promise, but the reality is that their success depends entirely on the suitability of the data available. This book is about Ripple-Down Rules (RDR), an alternative manual technique for rapidly building AI systems. With a human in the loop, RDR is much better able to deal with the limitations of data. Ripple-Down Rules: The Alternative to Machine Learning starts by reviewing the problems with data quality and the problems with conventional approaches to incorporating expert human knowledge into AI systems. It suggests that problems with knowledge acquisition arise because of mistaken philosophical assumptions about knowledge. It argues people never really explain how they reach a conclusion, rather they justify their conclusion by differentiating between cases in a context. RDR is based on this more situated understanding of knowledge. The central features of a RDR approach are explained, and detailed worked examples are presented for different types of RDR, based on freely available software developed for this book. The examples ensure developers have a clear idea of the simple yet counter-intuitive RDR algorithms to easily build their own RDR systems. It has been proven in industrial applications that it takes only a minute or two per rule to build RDR systems with perhaps thousands of rules. The industrial uses of RDR have ranged from medical diagnosis through data cleansing to chatbots in cars. RDR can be used on its own or to improve the performance of machine learning or other methods.

Ai 92 Proceedings Of The 5th Australian Joint Conference On Artificial Intelligence

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Author : A Adams
language : en
Publisher: World Scientific
Release Date : 1992-10-09

Ai 92 Proceedings Of The 5th Australian Joint Conference On Artificial Intelligence written by A Adams and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-10-09 with categories.

The papers in this volume deal with academic research topics as well as practical applications in AI. Special emphasis is given to computer vision, machine learning, neural networks mixed with theory of logic and reasoning, and practical applications of expert systems in industry and decision support.

Futureshock

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Author : Sebastian Sequoiah-Grayson
language : en
Publisher: CRC Press
Release Date : 2025-08-29

Futureshock written by Sebastian Sequoiah-Grayson and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-29 with Computers categories.

From AI ethics and cybersecurity to augmented realities, virtual interfaces, and much more, Futureshock provides an accessible introduction to the leading edge topics of today. This collection of writings by experts in their respective fields, invites the reader to explore new worlds that race towards us. This book serves as a map that shows the reader to access vantage points of understanding from which the new digital ecosystem may be seen with clarity. It does not presume any in-depth knowledge on behalf of the reader. Topics are covered things from a conceptual angle, with the relevant conceptual architecture introduced without any need for a strong background in abstract mathematics. The common thread of the topics of this book is the new technologies, their environments and the user engagement and experience with them. There is a broad coverage of topics pertaining to learning, design, education, metaverse, engineering, cybersecurity, and AI and ethics. It is organized independently and written purposively to enhance the reader’s conceptual literacy so that they may engage with future events in the field critically. By providing a view on the now and next across a broad range of areas, Futureshock is positioned as a springboard for discussion on these and related topics. An important topic on AI and ethics, shares about developing and deploying AI systems for social good, and considering the diverse and complex ethical challenges that arise. This book serves the professionals working in their fields as they gain further insight into the new digital ecosystem. It would be of interest to a general audience that is keen to learn about the state of play in the technology space. It can also be used as a supplementary text for students in a course that looks at the current and future issues in computer science.

Knowledge Acquisition Approaches Algorithms And Applications

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Author : Debbie Richards
language : en
Publisher: Springer Science & Business Media
Release Date : 2009-05-25

Knowledge Acquisition Approaches Algorithms And Applications written by Debbie Richards and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-05-25 with Computers categories.

This book constitutes the thoroughly refereed post-workshop proceedings of the 2008 Pacific Rim Knowledge Acquisition Workshop, PKAW 2008, held in Hanoi, Vietnam, in December 2008 as part of 10th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2008. The 20 revised papers presented were carefully reviewed and selected from 57 submissions and went through two rounds of reviewing and improvement. The papers are organized in topical sections on machine learning and data mining, incremental knowledge acquisition, web-based techniques and applications, as well as domain specific knowledge acquisition methods and applications.

Intelligent Assistant Systems Concepts Techniques And Technologies

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Author : Kaschek, Roland
language : en
Publisher: IGI Global
Release Date : 2006-12-31

Intelligent Assistant Systems Concepts Techniques And Technologies written by Kaschek, Roland and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-12-31 with Computers categories.

Intelligent assistant systems information is becoming the raw material of modern society. Access to information spaces and the capability to use them effectively and efficiently has become a key economical success factor. Intelligent Assistant Systems: Concepts, Techniques and Technologies contributes to the development of particular kinds of software and intelligent assistant systems, highlighting preliminary answers to the question, “what is assistance?” Intelligent Assistant Systems: Concepts, Techniques and Technologies demonstrates that assistant systems will become reality, as the technology for implementing these systems is available and the problems that require assistance for their solutions are soon to be discovered. This book addresses intelligent assistant systems and issues, their scope, purpose, architecture, implementation, deployment, theoretical background, and use."

Engineering Knowledge In The Age Of The Semantic Web

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Author : Enrico Motta
language : en
Publisher: Springer Science & Business Media
Release Date : 2004-10-05

Engineering Knowledge In The Age Of The Semantic Web written by Enrico Motta and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-10-05 with Business & Economics categories.

This book constitutes the refereed proceedings of the 14th International Conference on Knowledge Engineering and Knowledge Management, EKAW 2004, held in Whittleburg Hall, UK in October 2004. The 30 revised full papers and 21 revised short papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on ontologies: mappings and translations; ontologies: problems and applications; ontologies: trust and e-learning; ontology maintenance; applications to medicine; portals; knowledge acquisition; Web services and problem solving; and searching, browsing, and knowledge acquisition.

Knowledge Management And Acquisition For Smart Systems And Services

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Author : Debbie Richards
language : en
Publisher: Springer
Release Date : 2010-08-12

Knowledge Management And Acquisition For Smart Systems And Services written by Debbie Richards and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-08-12 with Computers categories.

th The 11 International Workshop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010) has provided a forum for the past two decades for researchers and practitioners working in the area of machine intelligence. PKAW covers a spectrum of techniques and approaches to implement smartness in IT applications. As evidenced in the papers in this volume, machine intelligence solutions incorporate many areas of AI such as ontological engineering, agent-based techn- ogy, robotics, image recognition and the Semantic Web as well as many other fields of computing such as software engineering, security, databases, the Internet, information retrieval, language technology and game technology. PKAW has evolved to embrace and foster advances in theory, practice and te- nology not only in knowledge acquisition and capture but all aspects of knowledge management including reuse, sharing, maintenance, transfer, merging, reconciliation, creation and dissemination. As many nations strive to be knowledge economies and organizations seek to maximize their knowledge assets and usage, solutions to handle the complex task of knowledge management are more important than ever. This v- ume contributes towards this goal. This volume seeks to disseminate the latest solutions from the International Wo- shop on Knowledge Management and Acquisition for Smart Systems and Services (PKAW 2010) held in Daegu, Korea during August 30–31, 2010 in conjunction with the Pacific Rim International Conference on Artificial Intelligence (PRICAI 2010).

Machine Intelligence 15

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Author : Koichi Furukawa
language : en
Publisher: Oxford University Press
Release Date : 1999

Machine Intelligence 15 written by Koichi Furukawa and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Business & Economics categories.

Following on from previous volumes in the series, Machine Intelligence 15 provides an overview of current areas of interest in artificial intelligence.

Knowledge Engineering And Knowledge Management

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Author : Annette ten Teije
language : en
Publisher: Springer
Release Date : 2012-09-13

Knowledge Engineering And Knowledge Management written by Annette ten Teije and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-09-13 with Computers categories.

This book constitutes the refereed proceedings of the 18th International Conference on Knowledge Engineering and Knowledge Management, EKAW 2012, held in Galway City, Ireland, in October 2012. The 44 revised full papers were carefully reviewed and selected from 107 submissions. The papers are organized in topical sections on knowledge extraction and enrichment, natural language processing, linked data, ontology engineering and evaluation, social and cognitive aspects of knowledge representation, application of knowledge engineering, and demonstrations.

Ai 2003 Advances In Artificial Intelligence

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Author : Tamas D. Gedeon
language : en
Publisher: Springer Science & Business Media
Release Date : 2003-11-24

Ai 2003 Advances In Artificial Intelligence written by Tamas D. Gedeon and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-11-24 with Computers categories.

This book constitutes the refereed proceedings of the 16th Australian Conference on Artificial Intelligence, AI 2003, held in Perth, Australia in December 2003. The 87 revised full papers presented together with 4 keynote papers were carefully reviewed and selected from 179 submissions. The papers are organized in topical sections on ontologies, problem solving, knowledge discovery and data mining, expert systems, neural network applications, belief revision and theorem proving, reasoning and logic, machine learning, AI applications, neural computing, intelligent agents, computer vision, medical applications, machine learning and language, AI and business, soft computing, language understanding, and theory.