Validation and Verification of Knowledge Based Systems PDF Download
Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Validation and Verification of Knowledge Based Systems PDF full book. Access full book title Validation and Verification of Knowledge Based Systems by Anca Vermesan. Download full books in PDF and EPUB format.
Author: Anca Vermesan
Publisher: Springer Science & Business Media
ISBN: 1475769164
Category : Computers
Languages : en
Pages : 363
Get Book Here
Book Description
Knowledge-based (KB) technology is being applied to complex problem-solving and critical tasks in many application domains. Concerns have naturally arisen as to the dependability of knowledge-based systems (KBS). As with any software, attention to quality and safety must be paid throughout development of a KBS and rigorous verification and validation (V&V) techniques must be employed. Research in V&V of KBS has emerged as a distinct field only in the last decade and is intended to address issues associated with quality and safety aspects of KBS and to credit such applications with the same degree of dependability as conventional applications. In recent years, V&V of KBS has been the topic of annual workshops associated with the main AI conferences, such as AAAI, IJACI and ECAI. Validation and Verification of Knowledge Based Systems contains a collection of papers, dealing with all aspects of KBS V&V, presented at the Fifth European Symposium on Verification and Validation of Knowledge Based Systems and Components (EUROVAV'99 - which was held in Oslo in the summer of 1999, and was sponsored by Det Norske Veritas and the British Computer Society's Specialist Group on Expert Systems (SGES).
Author: Anca Vermesan
Publisher: Springer Science & Business Media
ISBN: 1475769164
Category : Computers
Languages : en
Pages : 363
Get Book Here
Book Description
Knowledge-based (KB) technology is being applied to complex problem-solving and critical tasks in many application domains. Concerns have naturally arisen as to the dependability of knowledge-based systems (KBS). As with any software, attention to quality and safety must be paid throughout development of a KBS and rigorous verification and validation (V&V) techniques must be employed. Research in V&V of KBS has emerged as a distinct field only in the last decade and is intended to address issues associated with quality and safety aspects of KBS and to credit such applications with the same degree of dependability as conventional applications. In recent years, V&V of KBS has been the topic of annual workshops associated with the main AI conferences, such as AAAI, IJACI and ECAI. Validation and Verification of Knowledge Based Systems contains a collection of papers, dealing with all aspects of KBS V&V, presented at the Fifth European Symposium on Verification and Validation of Knowledge Based Systems and Components (EUROVAV'99 - which was held in Oslo in the summer of 1999, and was sponsored by Det Norske Veritas and the British Computer Society's Specialist Group on Expert Systems (SGES).
Author: Uma G. Gupta
Publisher: Institute of Electrical & Electronics Engineers(IEEE)
ISBN:
Category : Computers
Languages : en
Pages : 430
Get Book Here
Book Description
This collection of previously published papers brings together state-of-the-art developments in expert system testing. The volume is separated into five chapters on expert system validation, knowledge base verification, development and evaluation, case studies and tools, and general topics. The pape
Author:
Publisher:
ISBN:
Category : Expert systems (Computer science).
Languages : en
Pages : 132
Get Book Here
Book Description
Author: Leonard Adelman
Publisher: Springer Science & Business Media
ISBN: 146156171X
Category : Computers
Languages : en
Pages : 402
Get Book Here
Book Description
Knowledge-based systems are increasingly found in a wide variety of settings and this handbook has been written to meet a specific need in their widening use. While there have been many successful applications of knowledge-based systems, some applications have failed because they never received the corrective feedback that evaluation provides for keeping development focused on the users' needs in their actual working environment. This handbook provides a conceptual framework and compendium of methods for performing evaluations of knowledge-based systems during their development. Its focus is on the users' and subject matter experts' evaluation of the usefulness of the system, and not on the developers' testing of the adequacy of the programming code. The handbook permits evaluators to systematically answer the following kinds of questions: Does the knowledge-based system meet the users' task requirements? Is the system easy to use? Is the knowledge base logically consistent? Does it meet the required level of expertise? Does the system improve performance? The authors have produced a handbook that will serve two audiences: a tool that can be used to create knowledge-based systems (practitioners, developers, and evaluators) and a framework that will stimulate more research in the area (academic researchers and students). To accomplish this, the handbook is built around a conceptual framework that integrates the different types of evaluations into the system of development process. The kinds of questions that can be answered, and the methods available for answering them, will change throughout the system development life cycle. And throughout this process, one needs to know what can be done, and what can't. It is this dichotomy that addresses needs in both the practitioner and academic research audiences.
Author: Robert Plant
Publisher:
ISBN: 9781577350286
Category : Artificial intelligence
Languages : en
Pages : 0
Get Book Here
Book Description
Author: Marc Ayel
Publisher:
ISBN:
Category : Computers
Languages : en
Pages : 248
Get Book Here
Book Description
Validation, Verification and Testing (VVT) are important and difficult to achieve for any software product--Knowledge-Based Systems (KBS) present particular problems, dealing as they do in probabilities, uncertainties and approximations. This collection of papers looks at current research and implementation issues; describes tools, techniques and validation and verification criteria; discusses particular projects; and includes a survey of developers.
Author: Mit Pr
Publisher: Amer Assn for Artificial
ISBN: 9781577350644
Category : Expert systems (Computer science)
Languages : en
Pages : 51
Get Book Here
Book Description
Author: Dolores R. Wallace
Publisher: DIANE Publishing
ISBN: 0788143409
Category : Computer software
Languages : en
Pages : 97
Get Book Here
Book Description
Computing systems are employed in the health care environment in efforts to increase reliability of care and reduce costs. Software verification and validation (V&V) is an aid in determining that the software requirements are implemented correctly and completely and are traceable to system requirements. It helps to ensure that those system functions controlled by software are secure, reliable, and maintainable. Software V&V is conducted throughout the planning, development and maintenance of software systems, including knowledge based systems, and may assist in assuring appropriate reuse of software.
Author: W. T. Tsai
Publisher:
ISBN:
Category : Computer software
Languages : en
Pages : 17
Get Book Here
Book Description
Abstract: "Knowledge-Based systems are being used in many applications areas where their failures can be costly because of the losses in services, property or even life. To ensure their reliability and dependability, it is important that these systems are verified and validated before they are deployed. This paper provides perspectives on issues and problems that impact the Verification and Validation (V & V) of these systems. Some of [sic] reasons why V & V of Knowledge-Based systems is difficult are presented. The paper also provides an overview of different techniques and tools that have been developed for performing V & V activities. Finally, some of the research issues that are relevant for future work in this field are discussed."
Author: Suzanne Smith
Publisher: CRC Press
ISBN: 9780849389023
Category : Computers
Languages : en
Pages : 224
Get Book Here
Book Description
This book presents an innovative approach to verifying and validating rule-based expert systems. It features a complete set of techniques and tools that provide a more formal, objective, and automated means of carrying out verification and validation procedures. Many of the concepts behind these procedures have been adapted from conventional software, while others have required that new techniques or tools be created because of the uniqueness of rule-based expert systems. Verification and Validation of Rule-Based Expert Systems is a valuable reference for electrical engineers, software engineers, artificial intelligence experts, and computer scientists involved with object-oriented development, expert systems, and programming languages.
