Dr. Aragon is the director of the Scientific Collaboration and Creativity Lab at the University of Washington. Her current research focuses on visual analytics, data science, collaborative creativity, emotion in text communication, text analytics, and the study of socio-technical systems including online text communication and social media. Her research group both develops software for and produces qualitative studies relating to the socio-technical aspects of data science with a focus on very large text data sets. Other projects include the use of computer gaming for collaborative science and engineering learning and discovery, and topics related to usability and sustainability.
She was the architect for Sunfall, a collaborative visual analytics system for supernova astrophysics. She developed an augmented-reality visualization system for helicopter pilots that increased their ability to land safely during simulated hazardous conditions.
Her early work was in theoretical computer science. She was the co-inventor (with Raimund Seidel) of the treap, a binary search tree in which each node has both a key and a priority, and the randomized search tree, which uses random priorities in treaps to achieve good average-case performance. With Johnson, McGeoch, and Schevon, she conducted the first extensive evaluation of the simulated annealing algorithm in combinatorial optimization problems.
Awards:In 2008, she received the Presidential Early Career Award for Scientists and Engineers (PECASE) for her work in collaborative data-intensive science.
Her research has been recognized with six Best Paper awards since 2004. She won the Distinguished Alumni Award in Computer Science from UC Berkeley in 2013, the student-nominated Faculty Innovator in Teaching Award from her department at UW that same year, and was named one of the Top 25 Women of 2009 by Hispanic Business Magazine.
Funding:Aragon's research has been supported by over $24M in grants from the National Science Foundation (NSF), the National Institute of Standards and Technology (NIST), the Department of Energy (DOE), the Gordon and Betty Moore Foundation, the Alfred P. Sloan Foundation, the Washington Research Foundation, the UW Center for Commercialization, Microsoft, and Intel.
- human-computer interaction (HCI)
- computer-supported cooperative work (CSCW)
- visual analytics
- human centered data science and big data
- emotion in informal text communication (sentiment analysis in social media)
- collaborative creativity and affect
- collaborative games
Affiliations and Projects:
- Director, Scientific Collaboration and Creativity Lab
- Human Centered Design & Engineering, University of Washington
- dub group, University of Washington
- eScience Institute, University of Washington
- Advanced Computing for Science, LBNL
- Visualization Group, LBNL
- Nearby Supernova Factory
- NERSC Analytics
- Deep Sky
- Particle Data Group