CV

Research Motivation · DUO

Finding data utilization opportunities in emerging technologies.

This research explores how existing data can be connected with potential applications in emerging technologies, using autonomous driving as a case study.

In Brief

How can we identify new uses for data beyond the applications it was originally associated with?

Relevant data and technological developments are often discussed separately. Bringing them into a shared view can help researchers explore potential connections that are otherwise difficult to notice.

How It Works

DUO is a graph-based framework for exploring relationships between data and technological applications.

The research uses an autonomous-driving case study to examine how these relationships can suggest opportunities for data utilization.

Network visualization from the DUO research, illustrating relationships relevant to data utilization opportunities.
Research visualization from the DUO project.

Status

The research is ongoing, and the manuscript is submitted.

My Role

Lead-author research on the framework and case study, with guidance from Professor Suhyeon Kim.