... In ING we have executed prior work where we explored the process of synthesizing middleware components based on a hyper graph of types and their relations. For more details we refer to this publication . The work of...
In ING we have executed prior work where we explored the process of synthesizing middleware components based on a hyper graph of types and their relations. For more details we refer to this publication . The work of this project will be executed in a research-oriented team .
Although we have implemented a method that finds a path given the start-, and stop criteria as defined in the graph, visualizing the results is still very unsatisfactory. Even more importantly: if no results are found it is very hard and almost impossible to understand the ‘missing edges’ in the graph. Other directions, such as exploring hyperlink prediction , turned out to not be a viable solution to our problem.
We hypothesize that having a means of interactively exploring the graph, in conjunction with the search criteria, might lead to better results. As an example, you could think of a ‘Google Maps-like experience’ where you plan a route, optionally travelling via certain mandatory midway points etc, but this is by no means the definitive way of addressing this problem.
Expected project outcome
Study current state-of-the-art means of visualizing (partial) hypergraphs
Study and experiment with creating tooling to explore large hypergraphs
Create a prototype exploration tool that aids in exploring large hypergraphs in
conjunction with path finding constraints (e.g., starts at ‘x’, end at ‘y’, travel via ‘z’)
We are looking for a student with the following profile:
Like developing applications, especially on the JVM and in the browser
Have a knack for (interactive) data visualization and exploration
Are curious about graph theory
Are a team player
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