The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 24, 1997
Filed:
May. 20, 1994
William W Cohen, North Plainfield, NJ (US);
Lucent Technologies Inc., Murray Hill, NJ (US);
Abstract
Apparatus and methods which employ a machine learning system to 'learn' the specification for a program from a trace of an execution of the program on a set of test problems. The program is instrumented to produce the trace. Performance is improved by means of a declarative bias which expresses knowledge of the user about the program and constrains the learning system to produce only specifications which are consistent with the declarative bias. The apparatus and methods of the preferred embodiment are employed to learn specifications of views in a data base for a telephone switching system from traces produced by executing the programs which produce the views. Techniques for producing more than one specification and for dealing with views which involve conversions are also disclosed.