DIRECTED GRAPH VISUALIZATION

• US 20150228096A1
• Filed: 02/12/2014
• Published: 08/13/2015
• Est. Priority Date: 02/12/2014
• Status: Abandoned Application

• Current Assignee: International Business Machines Corporation
• Original Assignee: International Business Machines Corporation
• Inventors: RICHTER, JAN, STEER, KENT CHARLES BARTON
• Application Number:
  US14/179,037
• Publication Number:
  US 20150228096A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G06T 11/206 Drawing of charts or graphs

Abstract

A method for visualizing data represented by a graph includes receiving data represented as a directed graph that overlays a vector field upon the directed graph, where a vector of the vector field is associated with each vertex of the directed graph and forms an angle with an edge associated with said vertex, determining a threshold function for each edge with respect to the vector field, filtering from the directed graph all edges whose threshold function value with respect to the vector field is less than a predetermined threshold value; and visualizing the filtered directed graph.

Claims

1. A method for visualizing data represented by a graph, comprising the steps of:

receiving data represented as a directed graph;

overlaying a vector field upon the directed graph, wherein a vector of said vector field is associated with each vertex of the directed graph and forms an angle with an edge associated with said vertex;

determining a threshold function for each edge with respect to the vector field;

filtering from the directed graph all edges whose threshold function value with respect to the vector field is less than a predetermined threshold value; and

visualizing the filtered directed graph.

2. The method of claim 1, wherein the threshold function is an angle between an edge (a, b) of the directed graph and a vector {right arrow over (F)}(x) in the vector field, wherein point x is associated with either starting vertex a or end vertex b of edge (a, b).

3. The method of claim 1, wherein the predetermined threshold value depends on a magnitude of a vector associated with a point on an edge of the directed graph.

4. The method of claim 1, wherein the predetermined threshold value is a function of a point in a space in which the vector field is defined.

5. The method of claim 2, wherein said directed graph represents a road network, and edges of said graph are annotated with information including average speed, number of cars, road capacity, curvature, slope, and speed limit, and the annotated information is mapped into a range of an angle returned by the threshold function.

6. The method of claim 5, wherein the vector field has a point source.

7. The method of claim 6, wherein said road network represents an evacuation scenario, and the vector field has sinks that represent evacuation sites.

8. The method of claim 5, wherein the edges are filtered by mapping the magnitude of the vector field into a threshold range.

9. The method of claim 8, wherein the edges are filtered based on congestion, wherein congestion is determined by the average speed.

10. The method of claim 1, wherein the vector field has a constant magnitude, and the vector field magnitude is the threshold value.

11. A non-transitory program storage device readable by a computer, tangibly embodying a program of instructions executed by the computer to perform the method steps for visualizing data represented by a graph, the method comprising the steps of:

receiving data represented as a directed graph;

overlaying a vector field upon the directed graph, wherein a vector of said vector field is associated with each vertex of the directed graph and forms an angle with an edge associated with said vertex;

determining a threshold function for each edge with respect to the vector field;

filtering from the directed graph all edges whose threshold function value with respect to the vector field is less than a predetermined threshold value; and

visualizing the filtered directed graph.

12. The computer readable program storage device of claim 11, wherein the threshold function is an angle between an edge (a, b) of the directed graph and a vector {right arrow over (F)}(x) in the vector field, wherein point x is associated with either starting vertex a or end vertex b of edge (a, b).

13. The computer readable program storage device of claim 11, wherein the predetermined threshold value depends on a magnitude of a vector associated with a point on an edge of the directed graph.

14. The computer readable program storage device of claim 11, wherein the predetermined threshold value is a function of a point in a space in which the vector field is defined.

15. The computer readable program storage device of claim 12, wherein said directed graph represents a road network, and edges of said graph are annotated with information including average speed, number of cars, road capacity, curvature, slope, and speed limit, and the annotated information is mapped into a range of an angle returned by the threshold function.

16. The computer readable program storage device of claim 15, wherein the vector field has a point source.

17. The computer readable program storage device of claim 16, wherein said road network represents an evacuation scenario, and the vector field has sinks that represent evacuation sites.

18. The computer readable program storage device of claim 15, wherein the edges are filtered by mapping the magnitude of the vector field into a threshold range.

19. The computer readable program storage device of claim 18, wherein the edges are filtered based on congestion, wherein congestion is determined by the average speed.

20. The computer readable program storage device of claim 11, wherein the vector field has a constant magnitude, and the vector field magnitude is the threshold value.