Knowledge-Based Configuration

Knowledge-Based Configuration
Author: Alexander Felfernig
Publisher: Newnes
Total Pages: 383
Release: 2014-04-02
Genre: Computers
ISBN: 0124158692

Knowledge-based Configuration incorporates knowledge representation formalisms to capture complex product models and reasoning methods to provide intelligent interactive behavior with the user. This book represents the first time that corporate and academic worlds collaborate integrating research and commercial benefits of knowledge-based configuration. Foundational interdisciplinary material is provided for composing models from increasingly complex products and services. Case studies, the latest research, and graphical knowledge representations that increase understanding of knowledge-based configuration provide a toolkit to continue to push the boundaries of what configurators can do and how they enable companies and customers to thrive. - Includes detailed discussion of state-of-the art configuration knowledge engineering approaches such as automated testing and debugging, redundancy detection, and conflict management - Provides an overview of the application of knowledge-based configuration technologies in the form of real-world case studies from SAP, Siemens, Kapsch, and more - Explores the commercial benefits of knowledge-based configuration technologies to business sectors from services to industrial equipment - Uses concepts that are based on an example personal computer configuration knowledge base that is represented in an UML-based graphical language

XPS-99: Knowledge-Based Systems - Survey and Future Directions

XPS-99: Knowledge-Based Systems - Survey and Future Directions
Author: Frank Puppe
Publisher: Springer
Total Pages: 235
Release: 2005-11-20
Genre: Computers
ISBN: 354049149X

A special year like 1999 invites one to draw a balance of what has been achieved in the roughly 30 years of research and development in knowledge based systems (still abbreviated as XPS following the older term “expert systems”) and to take a look at th what the future may hold. For the 5 German conference on knowledge-based systems we therefore asked current and former speakers of the four working groups (FG’s) in the subdivision of knowledge-based systems (FA 1.5) of the German association of Informatics (GI) to present a survey of and future prospects for their respective fields: knowledge engineering, diagnosis, configuration, and case-based reasoning. An additional 14 technical papers deal with current topics in knowledge-based systems with an equal emphasis on methods and applications. They are selected from more than 50 papers accepted in the 4 parallel workshops of XPS-99: a) Knowledge Management, Organizational Memory and Reuse, b) various fields of applications, c) the traditional PuK Workshop (planning and configuration), and d) the GWCBR (German workshop on case-based reasoning). The other papers presented at these workshops are not included in this volume but are available as internal reports of Würzburg university together with the exhibition guide that emphasizing tool support for building knowledge based systems.

Automated Configuration Problem Solving

Automated Configuration Problem Solving
Author: Charles J. Petrie
Publisher: Springer Science & Business Media
Total Pages: 42
Release: 2012-06-15
Genre: Computers
ISBN: 1461445329

Automated Configuration has long been the subject of intensive research, especially in Artificial Intelligence. It is a pervasive problem to be solved, and it is a good test of various knowledge representation and reasoning techniques. The problem shows up in applications such as various electrical circuit design, utility computing and even concurrent engineering. Automated Configuration Problem Solving defines the ubiquitous problem, illustrates the various solution techniques, and includes a survey using these techniques from the mid-70's until the mid-90's. During this time, various general approaches were developed, and then become more specialized. This book covers the development of the general problem solving techniques for automated configuration, which are based on both published academic work and patents.

ECAI 2000

ECAI 2000
Author: Werner Horn
Publisher:
Total Pages: 796
Release: 2000
Genre: Artificial intelligence
ISBN: 9784274903885

Domain Oriented Systems Development:

Domain Oriented Systems Development:
Author: Kiyoshi Itoh
Publisher: CRC Press
Total Pages: 231
Release: 2002-10-24
Genre: Computers
ISBN: 0203711874

Domain Oriented Systems Development is the sixth volume in the Advanced Information Processing Technology series of the Information Processing Society of Japan. It draws together a collection of research papers on domain analysis and modeling written by a group of software engineers and researchers from Japan, Korea, Canada and Austria. The

UML 2002 - The Unified Modeling Language: Model Engineering, Concepts, and Tools

UML 2002 - The Unified Modeling Language: Model Engineering, Concepts, and Tools
Author: Jean-Marc Jezequel
Publisher: Springer
Total Pages: 462
Release: 2003-08-02
Genre: Computers
ISBN: 354045800X

Five years on from its adoption in 1997 by the Object Management Group (OMG), the Uni?ed Modeling Language is the de facto standard for creating - agrammatic models of software systems. More than 100 books have been written about UML, and it is taught to students throughout the world. The de?nition of UML version 2 is well under way, and should be largely completed within the year. This will not only improve and enhance UML itself, including standard facilities for diagram interchange, but also make it fully integrated with other modeling technologies from the OMG, such as Meta-Object Facility (MOF) and XML Metadata Interchange (XMI). The Object Constraint Language, which has become an important vehicle for communicating detailed insights between UML researchers and practitioners, will have a much expanded speci?cation and be better integrated with the UML. The popularity of UML signi?es the possibility of a shift of immense prop- tions in the practice of software development, at least comparable to the shift from the use of assembly language to “third-generation” or “high-level” p- gramming languages. We dream of describing the behavior of software systems in terms of models, closely related to the needs of the enterprise being served, and being able to routinely translate these models automatically into executing p- grams on distributed computing systems. The OMG is promoting Model-Driven Architecture (MDA) as a signi?cant step towards this vision, and the MDA c- cept has received considerable support within the IT industry.

Configuration in Industrial Product Families

Configuration in Industrial Product Families
Author: Lothar Hotz
Publisher: IOS Press
Total Pages: 314
Release: 2006
Genre: Computers
ISBN:

For software-intensive products like car electronics the trend is to offer more product variants. This book provides the ConIPF (Configuration in Industrial Product Families) Methodology. It attempts to support product derivation during application engineering with a combination of product line engineering and knowledge-based configuration.

Feature Models

Feature Models
Author: ALEXANDER. FALKNER FELFERNIG (ANDREAS. BENAVIDES, DAVID.)
Publisher: Springer Nature
Total Pages: 129
Release: 2024
Genre: Artificial intelligence
ISBN: 3031618742

This open access book provides a basic introduction to feature modelling and analysis as well as to the integration of AI methods with feature modelling. It is intended as an introduction for researchers and practitioners who are new to the field and will also serve as a state-of-the-art reference to this audience. While focusing on the AI perspective, the book covers the topics of feature modelling (including languages and semantics), feature model analysis, and interacting with feature model configurators. These topics are discussed along the AI areas of knowledge representation and reasoning, explainable AI, and machine learning.