@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 {Ragan:2012:SLI:2254556.2254576,
	title = {How spatial layout, interactivity, and persistent visibility affect learning with large displays},
	booktitle = {Proceedings of the International Working Conference on Advanced Visual Interfaces},
	series = {AVI {\textquoteright}12},
	year = {2012},
	pages = {91{\textendash}98},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	abstract = {Visualizations often use spatial representations to aid understanding, but it is unclear what properties of a spatial information presentation are most important to effectively support cognitive processing. This research explores how spatial layout and view control impact learning and investigates the role of persistent visibility when working with large displays. We performed a controlled experiment with a learning activity involving memory and comprehension of a visually represented story. We compared performance between a slideshow-type presentation on a single monitor and a spatially distributed presentation among multiple monitors. We also varied the method of view control (automatic vs. interactive). Additionally, to separate effects due to location or persistent visibility with a spatially distributed layout, we controlled whether all story images could always be seen or if only one image could be viewed at a time. With the distributed layouts, participants maintained better memory of the associated locations where information was presented. However, learning scores were significantly better for the slideshow presentation than for the distributed layout when only one image could be viewed at a time.},
	keywords = {interactivity, large displays, learning, memory, use of space},
	isbn = {978-1-4503-1287-5},
	doi = {10.1145/2254556.2254576},
	url = {http://doi.acm.org/10.1145/2254556.2254576},
	author = {Ragan, Eric D. and Endert, Alex and Bowman, Doug A. and Francis Quek}
}
@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}
}
@conference {1233421,
	title = {High-resolution displays enhancing geo-temporal data visualizations},
	booktitle = {ACM-SE 45: Proceedings of the 45th annual southeast regional conference},
	year = {2007},
	pages = {443{\textendash}448},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	keywords = {geospatial, information visualization, Intelligence Analysis, LHRD},
	isbn = {978-1-59593-629-5},
	doi = {http://doi.acm.org/10.1145/1233341.1233421},
	author = {Booker, John and Buennemeyer, Timothy and Sabri, Andrew and North, Chris}
}
@article {1224823,
	title = {High-resolution gaming: Interfaces, notifications, and the user experience},
	journal = {Interact. Comput.},
	volume = {19},
	number = {2},
	year = {2007},
	pages = {151{\textendash}166},
	publisher = {Elsevier Science Inc.},
	address = {New York, NY, USA},
	keywords = {Games, LHRD, Notifications, User Interfaces},
	issn = {0953-5438},
	doi = {http://dx.doi.org/10.1016/j.intcom.2006.08.002},
	author = {Sabri, Andrew and Ball, Robert and Fabian, Alain and Bhatia, Saurabh and North, Chris}
}
@conference {1029217,
	title = {Home-centric visualization of network traffic for security administration},
	booktitle = {VizSEC/DMSEC {\textquoteright}04: Proceedings of the 2004 ACM workshop on Visualization and data mining for computer security},
	year = {2004},
	pages = {55{\textendash}64},
	publisher = {ACM},
	organization = {ACM},
	address = {New York, NY, USA},
	isbn = {1-58113-974-8},
	doi = {http://doi.acm.org/10.1145/1029208.1029217},
	author = {Ball, Robert and Fink, G. and North, Chris}
}
