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Book Validation and Verification of Knowledge Based Systems

Download or read book Validation and Verification of Knowledge Based Systems written by Anca Vermesan and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).

Book Validating and Verifying Knowledge based Systems

Download or read book Validating and Verifying Knowledge based Systems written by Uma G. Gupta and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 1991 with total page 430 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Book Handbook for Evaluating Knowledge Based Systems

Download or read book Handbook for Evaluating Knowledge Based Systems written by Leonard Adelman and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Book Verification and Validation of Knowledge Based Systems

Download or read book Verification and Validation of Knowledge Based Systems written by Robert Plant and published by . This book was released on 1997 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Validation  Verification and Test of Knowledge based Systems

Download or read book Validation Verification and Test of Knowledge based Systems written by Marc Ayel and published by . This book was released on 1991-11-27 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Book Verification and Validation of Knowledge Based Systems

Download or read book Verification and Validation of Knowledge Based Systems written by Mit Pr and published by Amer Assn for Artificial. This book was released on 1998 with total page 51 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Reference Information for the Software Verification and Validation Process

Download or read book Reference Information for the Software Verification and Validation Process written by Dolores R. Wallace and published by DIANE Publishing. This book was released on 1996 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Book Verification and Validation of Knowledge based Systems

Download or read book Verification and Validation of Knowledge based Systems written by W. T. Tsai and published by . This book was released on 1997 with total page 17 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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."

Book Verification and Validation of Rule Based Expert Systems

Download or read book Verification and Validation of Rule Based Expert Systems written by Suzanne Smith and published by CRC Press. This book was released on 1993-08-16 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Book Industrial Knowledge Management

Download or read book Industrial Knowledge Management written by Rajkumar Roy and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 553 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents state of the art practices and research in the area of Knowledge Capture and Reuse in industry. This book demonstrates some of the successful applications of industrial knowledge management at the micro level. The Micro Knowledge Management (MicroKM) is about capture and reuse of knowledge at the operational, shopfloor and designer level. The readers will benefit from different frameworks, concepts and industrial case studies on knowledge capture and reuse. The book contains a number of invited papers from leading practitioners in the field and a small number of selected papers from active researchers. The book starts by providing the foundation for micro knowledge management through knowledge systematisation, analysing the nature of knowledge and by evaluating verification and validation technology for knowledge based system of frameworks for knowledge capture, reuse and development. A number integration are also provided. Web based framework for knowledge capture and delivery is becoming increasingly popular. Evolutionary computing is also used to automate design knowledge capture. The book demonstrates frameworks and techniques to capture knowledge from people, data and process and reuse the knowledge using an appropriate tool in the business. Therefore, the book bridges the gap between the theory and practice. The 'theory to practice' chapter discusses about virtual communities of practice, Web based approaches, case based reasoning and ontology driven systems for the knowledge management. Just-in-time knowledge delivery and support is becoming a very important tool for real-life applications.

Book Special Issue on Verification and Validation of Knowledge based Systems

Download or read book Special Issue on Verification and Validation of Knowledge based Systems written by and published by . This book was released on 1999 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Verification and Validation of Embedded Knowledge Based Software Systems

Download or read book Verification and Validation of Embedded Knowledge Based Software Systems written by and published by . This book was released on 1999 with total page 5 pages. Available in PDF, EPUB and Kindle. Book excerpt: Our overall goal in this research effort has been to reduce the time and cost of constructing embedded knowledge based systems that must handle uncertainty in information in a rigorous manner. Our fundamental approach actively assists subject-matter experts in organizing their knowledge inclusive of uncertainty to build such embedded systems in a consistent and correct as well as effective fashion. We pursued this by carefully examining the nature of uncertainty and information semantics and developing intelligent tools for verification and validation that provides assistance to the subject-matter expert in constructing their knowledge based systems. We have developed a prototype environment for constructing Bayesian Knowledge Bases called PESKI.

Book Eighth Workshop on the Validation and Verification of Knowledge Based Systems

Download or read book Eighth Workshop on the Validation and Verification of Knowledge Based Systems written by Workshop on the Validation and Verification of Knowledge Based Systems and published by . This book was released on 1996 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Knowledge Based Systems  Four Volume Set

Download or read book Knowledge Based Systems Four Volume Set written by Cornelius T. Leondes and published by Elsevier. This book was released on 2000-07-11 with total page 1554 pages. Available in PDF, EPUB and Kindle. Book excerpt: The design of knowledge systems is finding myriad applications from corporate databases to general decision support in areas as diverse as engineering, manufacturing and other industrial processes, medicine, business, and economics. In engineering, for example, knowledge bases can be utilized for reliable electric power system operation. In medicine they support complex diagnoses, while in business they inform the process of strategic planning. Programmed securities trading and the defeat of chess champion Kasparov by IBM's Big Blue are two familiar examples of dedicated knowledge bases in combination with an expert system for decision-making.With volumes covering "Implementation," "Optimization," "Computer Techniques," and "Systems and Applications," this comprehensive set constitutes a unique reference source for students, practitioners, and researchers in computer science, engineering, and the broad range of applications areas for knowledge-based systems.