@article {DOI10.1007/s10844-014-0304-9,
	title = {The human is the loop: new directions for visual analytics},
	journal = {Journal of Intelligent Information Systems},
	volume = {43},
	year = {2014},
	pages = {411-435},
	publisher = {Springer US},
	abstract = {Visual analytics is the science of marrying interactive visualizations and analytic algorithms to support exploratory knowledge discovery in large datasets. We argue for a shift from a {\textquoteleft}human in the loop{\textquoteright} philosophy for visual analytics to a {\textquoteleft}human is the loop{\textquoteright} viewpoint, where the focus is on recognizing analysts{\textquoteright} work processes, and seamlessly fitting analytics into that existing interactive process. We survey a range of projects that provide visual analytic support contextually in the sensemaking loop, and outline a research agenda along with future challenges.},
	keywords = {clustering, Semantic interaction, Spatialization, Storytelling, Visual Analytics},
	issn = {0925-9902},
	doi = {10.1007/s10844-014-0304-9},
	author = {Endert, Alex and Hossain, M. Shahriar and Ramakrishnan, Naren and North, Chris and Fiaux, Patrick and Andrews, Christopher}
}
@conference {DOI10.1109/ISI.2013.6578780,
	title = {How analysts cognitively {\textquotedblleft}connect the dots{\textquotedblright}},
	booktitle = {2013 IEEE International Conference on Intelligence and Security Informatics (ISI)},
	year = {2013},
	month = {6/2013},
	pages = {24 - 26},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Seattle, WA, USA},
	isbn = {978-1-4673-6214-6},
	doi = {10.1109/ISI.2013.6578780},
	author = {Lauren Bradel and Self, Jessica Zeitz and Endert, Alex and Hossain, M. Shahriar and North, Chris and Ramakrishnan, Naren}
}
@conference {DOI201,
	title = {Helping Intelligence Analysts Make Connections},
	booktitle = {AAAI{\textquoteright}11, Workshop on Scalable Integration of Analytics and Visualization (WS-11-17)},
	year = {2011},
	pages = {22-31},
	author = {Hossain, M. Shahriar and Andrews, Christopher and Ramakrishnan, Naren and North, Chris}
}
