Matches, Mismatches, and Methods: Multiple-View Workflows for Energy Portfolio Analysis

IEEE Transactions on Visualization and Computer Graphics
Matthew BrehmerTamara Munzner

Abstract

The energy performance of large building portfolios is challenging to analyze and monitor, as current analysis tools are not scalable or they present derived and aggregated data at too coarse of a level. We conducted a visualization design study, beginning with a thorough work domain analysis and a characterization of data and task abstractions. We describe generalizable visual encoding design choices for time-oriented data framed in terms of matches and mismatches, as well as considerations for workflow design. Our designs address several research questions pertaining to scalability, view coordination, and the inappropriateness of line charts for derived and aggregated data due to a combination of data semantics and domain convention. We also present guidelines relating to familiarity and trust, as well as methodological considerations for visualization design studies. Our designs were adopted by our collaborators and incorporated into the design of an energy analysis software application that will be deployed to tens of thousands of energy workers in their client base.

References

Oct 31, 2007·IEEE Transactions on Visualization and Computer Graphics·Heidi LamRobert Kincaid
Nov 8, 2008·IEEE Transactions on Visualization and Computer Graphics·Lee Byron, Martin Wattenberg
Oct 17, 2009·IEEE Transactions on Visualization and Computer Graphics·Tamara Munzner
Oct 27, 2010·IEEE Transactions on Visualization and Computer Graphics·Waqas JavedNiklas Elmqvist
Jan 15, 2011·Journal of Molecular Medicine : Official Organ of the Gesellschaft Deutscher Naturforscher Und Ärzte·Achim Aigner
Oct 29, 2011·IEEE Transactions on Visualization and Computer Graphics·Michael BostockJeffrey Heer
Oct 29, 2011·IEEE Transactions on Visualization and Computer Graphics·Johnny Rodgers, Lyn Bartram
Oct 29, 2011·IEEE Transactions on Visualization and Computer Graphics·David Lloyd, Jason Dykes
Sep 21, 2013·IEEE Transactions on Visualization and Computer Graphics·Samuel GratzlMarc Streit
Sep 21, 2013·IEEE Transactions on Visualization and Computer Graphics·Matthew Brehmer, Tamara Munzner
Sep 21, 2013·IEEE Transactions on Visualization and Computer Graphics·Sarah GoodwinJo Wood
Sep 12, 2015·IEEE Transactions on Visualization and Computer Graphics·Thomas MuhlbacherMarc Streit
Sep 12, 2015·IEEE Transactions on Visualization and Computer Graphics·Sean McKennaMiriah Meyer
Sep 12, 2015·IEEE Transactions on Visualization and Computer Graphics·Matthew BrehmerTamara Munzner

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Citations

Nov 23, 2016·IEEE Transactions on Visualization and Computer Graphics·Clemens ArbesserHarald Piringer
Nov 23, 2016·IEEE Transactions on Visualization and Computer Graphics·Kasper DinklaHanspeter Pfister
Mar 9, 2018·ACM Transactions on Interactive Intelligent Systems·Peter J PolackDuen Horng Chau
Jul 12, 2017·IEEE Transactions on Visualization and Computer Graphics·Mehmet Adil YalcinBenjamin B Bederson

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