Designing a testing strategy for expert systems

Simple item page
dc.contributor.authorHite, Lee Anneen
dc.contributor.committeechairMiller, David P.en
dc.contributor.committeememberLee, John A. N.en
dc.contributor.committeememberBalci, Osmanen
dc.contributor.departmentComputer Scienceen
dc.date.accessioned2014-03-14T21:47:32Zen
dc.date.adate2010-10-13en
dc.date.available2014-03-14T21:47:32Zen
dc.date.issued1988-02-15en
dc.date.rdate2010-10-13en
dc.date.sdate2010-10-13en
dc.description.abstractTesting programs with tractable algorithms is one area in which software engineers have made numerous advances over the past few decades. Testing rule-based expert systems, however, is a new area in software engineering which requires new testing techniques. For the most part, traditional software engineering testing strategies assume modular program development. This assumption is impractical to make for expert system development, for the knowledge base of an expert system is quite simply a huge non-modular program. It consists almost entirely of non-ordered, multi-branching decision statements. In traditional programming, the module interfaces are limited and well defined. For rule-based expert systems, the interaction among rules is combinatoric and highly data-driven. Thus, the testing of a completed expert system via traditional path analysis is impractical. The design of a testing strategy for expert systems focuses on the generic phases of expert system development. Briefly, these phases include system definition, incremental system implementation, and system maintenance.. Using this simplified breakdown of the expert system development process as a guide, certain testing techniques can be generalized enough to work for any expert system application.en
dc.description.degreeMaster of Scienceen
dc.format.extentviii, 88 leavesen
dc.format.mediumBTDen
dc.format.mimetypeapplication/pdfen
dc.identifier.otheretd-10132010-020044en
dc.identifier.sourceurlhttp://scholar.lib.vt.edu/theses/available/etd-10132010-020044/en
dc.identifier.urihttp://hdl.handle.net/10919/45156en
dc.publisherVirginia Techen
dc.relation.haspartLD5655.V855_1988.H574.pdfen
dc.relation.isformatofOCLC# 18109011en
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subject.lccLD5655.V855 1988.H574en
dc.subject.lcshExpert systems (Computer science)en
dc.titleDesigning a testing strategy for expert systemsen
dc.typeThesisen
dc.type.dcmitypeTexten
thesis.degree.disciplineComputer Scienceen
thesis.degree.grantorVirginia Polytechnic Institute and State Universityen
thesis.degree.levelmastersen
thesis.degree.nameMaster of Scienceen

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
LD5655.V855_1988.H574.pdf
Size:
3.48 MB
Format:
Adobe Portable Document Format
Download

Collections

Masters Theses