Overview
The D2 Lab stands for Data Semantics & Human Data Interaction, hence D2 or Data2. We strive to accelerate research in intelligent systems and facilitate human decision-making by developing novel semantic-oriented technologies and interactive data analytics. Our goal is to help people make sense of complex datasets, through data interactions in semantically meaningful ways to expose the path from data to information, to knowledge, and to wisdom in collective intelligence.
Open Positions
The D2 Lab has openings every semester and welcomes applications from all who share interests in the aforementioned research area. In particular, applications from underrepresented student groups - including but are not limited to, women, minorities, persons with disabilities, and first-generation college students - are strongly encouraged. Strong programming and time management skills highly desired. To apply, email Dr. Fu with a cover letter explaining why you may be a good fit for the D2 Lab and your unofficial transcript.
Projects
Interactive Visualization
Design, development, and evaluations of i) interactive visual representations of domain specific datasets, and ii) visual analytics to facilitate human decision-making.Applied Eye Tracking
Applications of eye tracking in a wide range of domains centered on gaze analytics and usablity evaluation.Evaluation Standards
Methodology innovation in evaluation techniques applied in interactive computing systems.Research Students & Assistants
Alumni
- Sella Bae
- Jimmy Chao, Recipient of the CECS Outstanding Thesis Award 2020
- Nicholas Chow
- Peter Gatsby
- Arihant Jain, Thomas D. Jewett Research Award
- Anh Huynh
- Dennis Lo
- Anthony Reyes
- Daniel Tripp
- Andrew Bae
- Taylor Girard
- Junie Icaro
- Emily Marin
- Katrina Orevillo, Recipient of the University Honors Program's Best Thesis Award 2023
- Allison Austin, UC Davis, Ph.D. Candidate
- Kayla Chu
- Max Garcia
- Nicolas Guardado Guardado
- Ashley Jones
- Matthew Halderman
- Alexandra McBride, NASA Langley Research Center, Raytheon Technologies
- Drew Stiles
Graduate Research Assistants
Honors Research Assistants
Undergraduate Research Students