Agile Development of Diagnostic Knowledge Systems

Agile Development of Diagnostic Knowledge Systems
Author :
Publisher : IOS Press
Total Pages : 276
Release :
ISBN-10 : 3898382842
ISBN-13 : 9783898382847
Rating : 4/5 (42 Downloads)

Book Synopsis Agile Development of Diagnostic Knowledge Systems by : Joachim Baumeister

Download or read book Agile Development of Diagnostic Knowledge Systems written by Joachim Baumeister and published by IOS Press. This book was released on 2004 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: The success of diagnostic knowledge systems has been proved over the last decades. Nowadays, intelligent systems are embedded in machines within various domains or are used in interaction with a user for solving problems. However, the development of a knowledge system is still a critical issue. Similarly to projects dealing with customized software at a highly innovative level a precise specification often cannot be given in advance. Moreover, necessary requirements of the knowledge system can be defined not until the project has been started or are changing during the development phase. This thesis motivates that classical, document-centered approaches cannot be applied in such a setting. We introduce an agile process model for developing diagnostic knowledge systems, mainly inspired by the ideas of the eXtreme Programming methodology known in software engineering. The engineering process is supported at a primary level by the introduction of knowledge containers, that define an organized view of knowledge contained in the system. The actual knowledge is acquired and formalized right from start, and the integration to runnable knowledge systems is done continuously in order to allow for an early and concrete feedback. The validity and maintainability of the collected knowledge is ensured by appropriate test methods and restructuring techniques, respectively. Additionally, we propose learning methods to support the knowledge acquisition process sufficiently. The process model and its activities are evaluated in two real life applications: in a medical and in an environmental project the benefits of the agile development are clearly demonstrated.


Agile Development of Diagnostic Knowledge Systems Related Books

Agile Development of Diagnostic Knowledge Systems
Language: en
Pages: 276
Authors: Joachim Baumeister
Categories: Computer software
Type: BOOK - Published: 2004 - Publisher: IOS Press

DOWNLOAD EBOOK

The success of diagnostic knowledge systems has been proved over the last decades. Nowadays, intelligent systems are embedded in machines within various domains
Engineering Knowledge in the Age of the Semantic Web
Language: en
Pages: 534
Authors: Enrico Motta
Categories: Computers
Type: BOOK - Published: 2011-03-22 - Publisher: Springer

DOWNLOAD EBOOK

The central themes of the 14th International Conference on Knowledge Engineering and Knowledge Management (EKAW 2004) were ontological engineering and the Seman
Automation, Communication and Cybernetics in Science and Engineering 2009/2010
Language: en
Pages: 669
Authors: Sabina Jeschke
Categories: Computers
Type: BOOK - Published: 2011-01-21 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The book presents a representative selection of all publications published between 01/2009 and 06/2010 in various books, journals and conference proceedings by
Advanced Information Networking and Applications
Language: en
Pages: 797
Authors: Leonard Barolli
Categories: Computers
Type: BOOK - Published: 2021-04-26 - Publisher: Springer Nature

DOWNLOAD EBOOK

​This book covers the theory, design and applications of computer networks, distributed computing and information systems. Networks of today are going through
Handbook of Research on Emerging Rule-Based Languages and Technologies: Open Solutions and Approaches
Language: en
Pages: 766
Authors: Giurca, Adrian
Categories: Technology & Engineering
Type: BOOK - Published: 2009-05-31 - Publisher: IGI Global

DOWNLOAD EBOOK

"This book provides a comprehensive collection of state-of-the-art advancements in rule languages"--Provided by publisher.