Object-Oriented Dynamic Networks

10/14/2015
by   Dmytro Terletskyi, et al.
0

This paper contains description of such knowledge representation model as Object-Oriented Dynamic Network (OODN), which gives us an opportunity to represent knowledge, which can be modified in time, to build new relations between objects and classes of objects and to represent results of their modifications. The model is based on representation of objects via their properties and methods. It gives us a possibility to classify the objects and, in a sense, to build hierarchy of their types. Furthermore, it enables to represent relation of modification between concepts, to build new classes of objects based on existing classes and to create sets and multisets of concepts. OODN can be represented as a connected and directed graph, where nodes are concepts and edges are relations between them. Using such model of knowledge representation, we can consider modifications of knowledge and movement through the graph of network as a process of logical reasoning or finding the right solutions or creativity, etc. The proposed approach gives us an opportunity to model some aspects of human knowledge system and main mechanisms of human thought, in particular getting a new experience and knowledge.

READ FULL TEXT

page 1

page 2

page 3

research
10/14/2015

Universal and Determined Constructors of Multisets of Objects

This paper contains analysis of creation of sets and multisets as an app...
research
09/08/2017

Object-Oriented Knowledge Extraction using Universal Exploiters

This paper contains analysis and extension of exploiters-based knowledge...
research
10/14/2015

Exploiters-Based Knowledge Extraction in Object-Oriented Knowledge Representation

This paper contains the consideration of knowledge extraction mechanisms...
research
01/07/2016

Fuzzy Object-Oriented Dynamic Networks. I

The concepts of fuzzy objects and their classes are described that make ...
research
02/04/2016

Fuzzy Object-Oriented Dynamic Networks. II

This article generalizes object-oriented dynamic networks to the fuzzy c...
research
09/23/2017

Object-Oriented Knowledge Representation and Data Storage Using Inhomogeneous Classes

This paper contains analysis of concept of a class within different obje...
research
01/23/2013

SPOOK: A System for Probabilistic Object-Oriented Knowledge Representation

In previous work, we pointed out the limitations of standard Bayesian ne...

Please sign up or login with your details

Forgot password? Click here to reset