Visualization-assisted Insights into Home Energy Usage (Unknown language)

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Motivated by both cost savings and environmental concerns, managing energy in the home has become increasingly important. Though both user-driven and automated solutions have shown promise, a deeper understanding of the characteristics of energy usage behavior is necessary to inform the design of such systems. In this work, we present the results of a study that explores the insights and characteristics participants are able to derive using two well-known visualization techniques for time series data. We find that participants are able to extract a variety of relevant features and explain general and anomalous patterns of behavior. We also find that the preferred visualization is both user- and task-dependent. These findings may be used as the basis for new systems for home energy management.

Table of contents conference proceedings

The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.

1
WebGL-Enabled Remote Visualization of Smoothed Particle Hydrodynamics Simulations
Chandler, Jennifer / Obermaier, Harald / Joy, Kenneth I. | 2015
7
Visualization and Analysis of Large-Scale Atomistic Simulations of Plasma-Surface Interactions
Widanagamaachchi, Wathsala / Hammond, Karl / Lo, Li-Ta / Wirth, Brian / Samsel, Francesca / Sewell, Christopher / Ahrens, James / Pascucci, Valerio | 2015
13
Exploratory Performance Analysis and Tuning of Parallel Interactive Volume Visualization on Large Displays
Panagiotidis, Alexandros / Frey, Steffen / Ertl, Thomas | 2015
19
A Quality-Preserving Cartesian to Body-Centered Cubic Downsampling Transform
Alim, Usman R. / Oliveira, Thiago Valentin de | 2015
25
Improved Sparse Seeding for 3D Electrostatic Field Lines
Scharnowski, Katrin / Boblest, Sebastian / Ertl, Thomas | 2015
31
Clustering Moment Invariants to Identify Similarity within 2D Flow Fields
Bujack, Roxana / Kasten, Jens / Natarajan, Vijay / Scheuermann, Gerik / Joy, Kenneth I. | 2015
37
Dynamic Scheduling for Progressive Large-Scale Visualization
Flatken, Markus / Berres, Anne / Merkel, Jonas / Hotz, Ingrid / Gerndt, Andreas / Hagen, Hans | 2015
43
Analyzing the Evolution of the Internet
Johnson, Thienne / Acedo, Carlos / Kobourov, Stephen / Nusrat, Sabrina | 2015
49
OceanPaths: Visualizing Multivariate Oceanography Data
Nobre, Carolina / Lex, Alexander | 2015
55
Ambient Grids: Maintain Context-Awareness via Aggregated Off-Screen Visualization
Jäckle, Dominik / Stoffel, Florian / Kwon, Bum Chul / Sacha, Dominik / Stoffel, Andreas / Keim, Daniel A. | 2015
61
Task Taxonomy for Cartograms
Nusrat, Sabrina / Kobourov, Stephen | 2015
67
A Testbed Combining Visual Perception Models for Geographic Gaze Contingent Displays
Bektas, Kenan / Cöltekin, Arzu / Krüger, Jens / Duchowski, Andrew T. | 2015
73
Visualizing Dynamic Brain Networks Using an Animated Dual-Representation
Ma, Chihua / Kenyon, Robert V. / Forbes, Angus G. / Berger-Wolf, Tanya / Slater, Bernard J. / Llano, Daniel A. | 2015
79
Visual Analytics of Work Behavior Data - Insights on Individual Differences
Koldijk, Saskia / Bernard, Jürgen / Ruppert, Tobias / Kohlhammer, Jörn / Neerincx, Mark / Kraaij, Wessel | 2015
85
Exploratory Text Analysis using Lexical Episode Plots
Gold, Valentin / Rohrdantz, Christian / El-Assady, Mennatallah | 2015
91
Visualization-assisted Insights into Home Energy Usage
Law, Matthew / Rollins, Sami / Banerjee, Nilanjan / Joshi, Alark | 2015
97
PoPI: Glyph Designs for Collaborative Filtering on Interactive Tabletops
Charleer, Sven / Klerkx, Joris / Duval, Erik | 2015
103
Visual Techniques to Support Exploratory Analysis of Temporal Graph Data
Kerracher, Natalie / Kennedy, Jessie / Chalmers, Kevin / Graham, Martin | 2015
109
Towards Understanding Enjoyment and Flow in Information Visualization
Saket, Bahador / Scheidegger, Carlos / Kobourov, Stephen G. | 2015
115
ColorCAT: Guided Design of Colormaps for Combined Analysis Tasks
Mittelstädt, Sebastian / Jäckle, Dominik / Stoffel, Florian / Keim, Daniel A. | 2015
121
Card Sorting Techniques for Domain Characterization in Problem-driven Visualization Research
Sakai, Ryo / Aerts, Jan | 2015
127
Bridging the Gap of Domain and Visualization Experts with a Liaison
Simon, Svenja / Mittelstädt, Sebastian / Keim, Daniel A. / Sedlmair, Michael | 2015
133
Interaction with Uncertainty in Visualisations
Sarkar, Advait / Blackwell, Alan F. / Jamnik, Mateja / Spott, Martin | 2015
139
State of the Art in Mobile Volume Rendering on iOS Devices
Schiewe, Alexander / Anstoots, Mario / Krüger, Jens | 2015