Data visualization of papers & keywords
- Developed as a part of convergence research contest.
- Our team members decided to propose the concept for analyzing, visualizing and exhibit the research relationships in our institute.
- We started from extracting the keywords in papers published in recent 5 years from our institute.
- Because of the lack of time, I "conceptually" developed an application to show how the relationships can be visualized.
Data visualization, 2D or 3D?
- The D3.js is now getting popular for most type of data visualization in 2D.
- 2D data visualization has advantages on concise expression and easy perception to users.
- On the other hand, the 3D visualization is needed when we want to provide "spatial" sort of experience to user.
- Usually the type of data we focused tends to be visualized in 2D, but we(actually I,) tried to visualize it in 3D for future.
- For instance, LBS or AR use.
- Of course the effective visualization approach should be discussed more in later.
Development of a demo application
- Like always, Unity3D is very useful when you need to develop an application in very short time.
- The concept of my visualization is a planetarium, which each keyword is floating on the dome shaped sky.
- Application includes relationship visualization functions and search functions.
- Also the titles, authors and research fields can be seen if user selected certain keyword to get into the "Focus Mode".
- Textures are simply made from MS PowerPoint.
- Source database exists in Dropbox and read through WWW class at first time, but I changed it into TextAsset resource since the data is not going to be dynamically changing.
- Again, the multi-channel visualization can be easily done though the multi-channel module I have.
Multi-channel visualization |
Discussion?
- As I mentioned, the effectivess of visualization should be improved in so many ways.
- Location based service application using GPS data can be easily developed, but the performance should be improved when using it with smart device.
- There's not much "analysis" of the data in demo application. Data analysis method in bibliography fields should be applied.