G - Physics – 06 – F
Patent
G - Physics
06
F
G06F 15/18 (2006.01) G06F 17/30 (2006.01) G06N 5/02 (2006.01)
Patent
CA 2193803
An adaptive learning system in which knowledge is represented in the form of discrete concepts that are associated with one another. Each such association of concepts is called a case. In accordance with the invention, the degree of association of the concepts in the various cases can be specified by a mathematical score. As a result, if one concept such as the description of a problem is specified to this system, the system will identify associated concepts such as the likely solutions of the problem in the order of likelihood. The adaptive learning system is initialized by loading into the system cases which typically were derived from previous experience. The cases are stored by the processor in a case table in long-term memory (Case Library). Each of the concepts identified in the cases is stored in the concept table in the long-teem memory (Concept Library). From these cases the processor can generate in real time ordered lists of concepts (Cognitive Processor) which are most closely associated with free text or with one or more concepts that are provided as inputs to the system (User Interface).
Système d'apprentissage adaptatif dans lequel des connaissances sont représentées sous la forme de concepts discrets mutuellement associés. Chaque association de concepts constitue un cas. Selon l'invention, le degré d'association des concepts dans les différents cas peut être spécifié par un score mathématique. Ainsi, si un concept tel que la description d'un problème est spécifié à ce système, le système identifie des concepts associés tels que des solutions probables aux problèmes dans l'ordre de probabilité. Le système d'apprentissage adaptatif est initialisé par chargement dans les cas du système dérivés typiquement d'expériences précédentes. Les cas sont mémorisés par le processeur dans une table de cas dans une mémoire à long terme (bibliothèque de concepts). A partir des ces cas le processeur peut générer en temps réel des listes ordonnées de concepts (processeur cognitif) le plus étroitement associés à un texte libre ou à un ou plusieurs concepts constituant des entrées au système (interface utilisateur).
Molloy Bruce G.
Osler Hoskin & Harcourt Llp
Serviceware Technologies Inc.
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