Graph Theory: A Web 3D Visualization Tool with Node-Link Network built with Three.Js and React.js

This project aims to develop a Web-based 3D visualization tool that provides a global understanding of immersive learning. Thematic networks are a well-established approach for addressing such
challenges. Therefore, a systematic literature review was conducted to extract clustering methods
and criteria in thematic networks. The methodology employed in this study is Design Science
research, which involves iterative development and evaluation of the visualization tool. Expert interviews were conducted to identify requirements, and methods, such as recording, analyzing, and
transcribing interviews, were applied to ascertain the relevance of the research artifact. The tool
utilizes a node-link visualization approach to represent immersive learning strategies, practices,
and associated papers. Additionally, it offers a range of filtering functionalities, allowing users
to filter by strategies, practices, authors, institutions, and more. Furthermore, the tool incorporates various clustering functionalities, such as community detection using the Louvain Algorithm,
with variable clustering criteria such as theme and paper association, paper citation, co-citation,
and others. Users can also control the network’s structure by modifying the size, number, and
community colors. The tool features thematic networks exploratory methods for navigating the
environment. By combining thematic networks with clustering and filtering capabilities, this tool
aims to provide a global understanding of the scientific field. Its unique integration of Web and 3D
technologies, along with exploratory methods, distinguishes it from existing visualization tools.
The tool’s clustering algorithms, offering diverse criteria for understanding concept relationships,
have the potential to make a significant impact in the immersive learning community. It is designed to serve as an innovative artifact that enhances the analytical capabilities of researchers,
educators, and students in the field.

[bboyoboy]

How much effort would it take to modify this product to suit a corporate directory/organizational structure use case?
This is beautiful work.

[pranavdeepak]

Can you help me with the development of the same kind of Website which I'm trying to build for my research on Social Network Analysis