Title :
Fuzzy graph analysis for sociometry on latticed display
Author :
Satoh, Akira ; Makino, Yoshiyuki ; Yamashita, Hajima ; Suda, Hiroshi ; Uesu, Hiroaki ; Tsuchida, Kensei
Author_Institution :
Toyo Univ., Saitama, Japan
Abstract :
The fuzzy graph will make it possible to quantitatively analyze fuzzy information such as expression of human relations and mental processes. To clarify the main feature of a fuzzy graph, we would represent it as an approximate graph and extract its characteristics such as similarity and connectivity structures. Therefore we must proceed to analyze many kinds of information concerning the structure of a fuzzy graph, such as drawing and displaying comprehensively fuzzy graphs in the process. We have developed a computer-aided method for analyzing fuzzy graphs through human interaction. This method can quickly and comprehensively draw a graph arranged on a circular, a partition tree, cluster representative graph corresponding to a cluster and a specified shape of approximate n-valued fuzzy graph. However, it can not draw automatically a graph with nodes on the lattice intersection. So, we would rearrange the nodes on the lattice intersection for any fuzzy graph through user interface. This display is convenient for traditionally analyzing fuzzy graphs. We propose an analysis method using the lattice type of fuzzy graph display. Here, it plays an important role in this system. In this paper, we describe the analysis method and user interface of this system, and their application to sociometry analysis
Keywords :
fuzzy logic; pattern clustering; social aspects of automation; user interfaces; approximate expression; approximate graph; approximate n-valued fuzzy graph; cluster representative graph; computer-aided method; connectivity structures; fuzzy graph; fuzzy information; fuzzy model; human relations; mental processes; partition tree; similarity; sociometry analysis; user interface; Algorithm design and analysis; Data mining; Displays; Humans; Information analysis; Lattices; Mathematics; Shape; Tree graphs; User interfaces;
Conference_Titel :
IFSA World Congress and 20th NAFIPS International Conference, 2001. Joint 9th
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-7078-3
DOI :
10.1109/NAFIPS.2001.944241