Web Application for Modeling of Intellectual Processes of Perception and Information Analysis Using Neural Networks and a Framebased Knowledge Representation Mode. Магистерская диссертация

Abstract

Object of study: existing knowledge representation models. Subject of study: knowledge representation and reasoning. Purpose of the thesis: development of a new knowledge representation model and an interactive intelligent system that utilizes it. Definition of subtasks for solving the problem: 1. Analysis of existing means for knowledge representation and reasoning. 2. Development of a new knowledge representation model. 3. Implementation of a web application for knowledge extraction. 4. Testing the software and performing various experiments. 5. Summarizing the results and drawing conclusions. Objectives: establish a theoretical foundation for development of intelligent software; define and justify the basics for a framebased approach for knowledge representation; explore the possibility of using an artificial neural network as an inference engine; prove practical applicability of the new model.