학술논문

Intellectual visualization of complex maps and schemes
Document Type
Conference
Source
2017 IEEE 15th International Symposium on Intelligent Systems and Informatics (SISY) Intelligent Systems and Informatics (SISY), 2017 IEEE 15th International Symposium on. :000303-000308 Sep, 2017
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Computing and Processing
Engineering Profession
Robotics and Control Systems
Visualization
Data visualization
Skeleton
Complexity theory
Semantics
Optimization
visualization
primitive
utility function
visual analysis
visual image
Language
ISSN
1949-0488
Abstract
This paper investigates the problem of visual analysis of complex plans, schemes and maps for solving of difficult formalized tasks. It is analyzed the dependence of the level of perception upon the visualization complexity. It is introduced the concept of the utility of the visual image, it is described by the behavior of the empirical utility function. We propose an optimization model of the utility, which is based on picture representation by two components. The first component is a skeleton of workspace. The skeleton includes primitive attributes of map or scheme, which selected from a database corresponding to the user's request. The second component is the skeleton environment intended for filling of the skeleton by information details. The environment primitive attributes increase the semantic level of visualization. Selection of the environment primitive attributes is provided by a set of expert rules. The set of rules is divided into classes corresponding to the professional user orientation. It is given the formal statement of the optimization problem of visualization utility. It describes the operation of picture manipulation. Examples are shown of practical applications of visualization for two classes of visual images.