Approaching human vision perception to designing visual graph in data visualization

Abstract

In a data visualization system, data are converted into information and/or knowledge by human vision perception of graph representing these data. This research studies the characteristics of human vision perception and the relationships between data variables of dataset to constitute cube models representing dataset as a graph on the cube. The research proposes the process designing multidimensional graph considered as structural graph on cube model to represent multivariate data. Structural graph is designed in the light of the relationships between data variables and human vision perception. After mapping structural graph onto computer screen, the graph is integrated into retinal variables to improve objectively visual features and respond subjectively human perception of vision.

Human in the Loop: Industry 4.0 Technologies and Scenarios for Worker Mediation of Automated Manufacturing

“…In this study [58] a process for the selection of an appropriate HCI design method is outlined. Tran and Li [59] explore the human vision system in order to derive better visualizations that are more appropriate for the understanding of complex data set s and streams. Acknowledging the limitations of human vision and perception the authors propose a set of multidimensional graph types more suited to increased ease of perception by the human subject.…”

An approach to evaluating the efficiency of a solution for visualization problem

“…The human visual system is composed of sensory and perceptual organs 3 (Figure 4). As the main organ of sight, the eye receives light rays from objects in the real world.…”

“…The visualization system is a two-component model 2,3,14 based on the visual technique component and visual perception component; hence, in this study, a visualization system of human-computer interaction was designed such as to emphasize the importance of the user's role in the system (Figure 3). For the visual technique, libraries of resources and tool box were installed on a computer to be activated by the user, to increase the visual features of the visual pattern.…”

“…In addition to systems mining data using mathematical models, visualization is a new approach to extracting information from data 1,2 . In a visualization system, humans and computers collaborate to obtain insights into datasets 2,3 ; the computer encodes the dataset to visual patterns in the form of graphs, glyphs, or charts that are viewed by the human collaborator to decode their significance. To solve a visualization problem in a dataset in a system, there are various approaches and visual patterns.…”

Special Issue on Context‐Aware Computing: Theory and Applications

“…Paper 9 by Tran and Le 9 presents that data visualization system is software in which data are transformed into knowledge and/or awareness according to humankind cognizance of charts describing these data. This work investigates the properties of humankind visual cognizance and the relationship among data variables of a data set to form block models specifying data set in the form of diagrams on cubes.…”