Proper clustering and visualization tools simplify the process of information retrieval, navigation, and organization when dealing with a variety of documents. We present DocuVis, an interactive visualization system for document clustering and organization. We utilize a force-directed graph to visualize the topic clusters based on the Latent Dirichlet Allocation (LDA) topic model analysis and the D3 visualization package. We incorporate a variety of visualization and navigation tools to provide users with information about document sets they provide, helping people organize their files easily and automatically. We also demonstrate the effectivity of the DocuVis platform in integrating into existing research-oriented workflows.
For an in-depth dissection of the project please refer to the project write-up.
Here is the link to my github., or the source code hosted on this page.
Here is a README file for the project.