Journal Paper

#33 

@article{Madhavan2014, title={DIA2: Web-based Cyberinfrastructure for Visual Analytics of Funding Portfolios}, author={Krishna Madhavan and Niklas Elmqvist and Mihaela Vorvoreanu and Xin Chen and Yuetling Wong and Hanjun Xian and Zhihua Dong and Aditya Johri}, url={http://www.umiacs.umd.edu/~elm/projects/dia2/dia2-vast2014.pdf}, year={2014}, date={2014-11-13}, journal={IEEE Transactions on Visualization & Computer Graphics}, volume={20}, number={12}, pages={1823--1832}, abstract={We present a design study of the Deep Insights Anywhere, Anytime (DIA2) platform, a web-based visual analytics system that allows program managers and academic staff at the U.S. National Science Foundation to search, view, and analyze their research funding portfolio. The goal of this system is to facilitate usersʼ understanding of both past and currently active research awards in order to make more informed decisions of their future funding. This user group is characterized by high expertise yet not necessarily high literacy in visualization and visual analytics--they are essentially "casual experts"--and thus require careful visual and information design, including adhering to user experience standards, providing a self-instructive interface, and progressively refining visualizations to minimize complexity. We discuss the challenges of designing a system for "casual experts" and highlight how we addressed this issue by modeling the organizational structure and workflows of the NSF within our system. We discuss each stage of the design process, starting with formative interviews, participatory design, prototypes, and}, keywords={}, }

Journal Paper

#20 

@article{Madhavan2012, title={Portfolio Mining}, author={Krishna Madhavan and Mihaela Vorvoreanu and Niklas Elmqvist and Aditya Johri and Naren Ramakrishnan and G. Alan Wang and Ann McKenna}, url={https://doi.org/10.1109/MC.2012.351}, year={2012}, date={2012-01-01}, journal={IEEE Computer}, volume={45}, number={10}, pages={95--99}, abstract={Portfolio mining facilitates the creation of actionable knowledge, catalyzes innovations, and sustains research communities.}, keywords={}, }