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A User-centered Approach for Optimizing Information Visualizations
[article]
2020
arXiv
pre-print
To reduce this we propose an improvement of existing optimization approaches based on user-centered design, focusing on readability, comprehensibility, and user satisfaction as optimization goals. ...
The optimization of information visualizations is time consuming and expensive. ...
However, iterative optimization is an essential part of UCD. Some authors described such user-centered approaches for information visualization [FZH13, LD11, WKD09] . ...
arXiv:2002.05409v1
fatcat:dkduwvqrrzgsdh65k27gfc5z6y
Signage System of Malls in Surabaya: Universal Interior Design Applications and Suggestions for Solution
2012
Procedia - Social and Behavioral Sciences
The signage system as one of the elements of a direction guide in public facilities is also an element that needs to be studied and applied with universal design approach. ...
Qualitative research is used for the study and production of solutions. The design thinking method is used in this research. ...
A signage system is an information system focussing on visual instructions. ...
doi:10.1016/j.sbspro.2012.12.245
fatcat:pr4wl74vxnb5ldf2rtijybm7u4
A Work-Centered Visual Analytics Model to Support Engineering Design with Interactive Visualization and Data-Mining
2012
2012 45th Hawaii International Conference on System Sciences
In this paper, we present a work-centered approach to support visual analytics of complex data sets by combining usercentered interactive visualization and data-oriented computational algorithms. ...
We design and implement a specific system prototype, Learning-based Interactive Visualization for Engineering design (LIVE), for engineering designers to handle overwhelming information such as numerous ...
Acknowledgement The authors acknowledge support by a grant from National Science Foundation (CCF XXXXXXX). ...
doi:10.1109/hicss.2012.87
dblp:conf/hicss/YanQLSSZ12
fatcat:sli6r37mobgbviafq5vxl4jcaa
Using Green KPIs for Large IT Infrastructures' Energy and Cost Optimization
2015
2015 3rd International Conference on Future Internet of Things and Cloud
Performance Indicators (KPIs) and powerful visualization solutions. ...
Such approach allows to measure current and predict and plan future power usage, so that current IT infrastructures can be optimized or new IT infrastructures can be planned to be energy efficient from ...
User interface prototype At the end, we have developed a graphic user interface prototype for the energy management module, based on use of advanced visualizations. ...
doi:10.1109/ficloud.2015.86
dblp:conf/ficloud/CelebicB15
fatcat:dpclprmmmzaixmmd6y4sygqlgu
A framework for photo-quality assessment and enhancement based on visual aesthetics
2010
Proceedings of the international conference on Multimedia - MM '10
We learn a support vector regression model for capturing image aesthetics from user data and seek to optimize this metric during recomposition. ...
Specifically, the user interactively selects a foreground object and the system presents recommendations for where it can be moved in a manner that optimizes a learned aesthetic metric while obeying semantic ...
(6) gives us the new location for the visual attention center of the foreground object (x). We obtainx by optimizing using standard techniques. ...
doi:10.1145/1873951.1873990
dblp:conf/mm/BhattacharyaSS10
fatcat:ub7rsk5i65ebtekvmck7t5rpii
Energy Consumption Information Services for Smart Home Inhabitants
[chapter]
2010
Lecture Notes in Computer Science
Evaluations reveal, in particular, that users are specifically responsive to information shown as a real-time graph and as costs in Euro, and are able to produce and share with each other policies for ...
The players have had their virtual home energy usage visualized in different ways, and had to optimize the energy consumption basing on their own perceptions of the consumption information. ...
The Telecommunications Research Center Vienna (FTW) is supported by the Austrian government and the City of Vienna within the competence center program COMET. ...
doi:10.1007/978-3-642-15877-3_9
fatcat:xxh6eszrdfbjthq7ghkpdmznji
Automatic generation of social media snippets for mobile browsing
2013
Proceedings of the 21st ACM international conference on Multimedia - MM '13
We extract key phrases with a modified TextRank [18] approach. ...
In particular, we investigate a set of aesthetic rules and visual perception principles to optimize the layout of the extracted elements by considering display constraints. ...
information for mobile users with optimized text-overlaid images. ...
doi:10.1145/2502081.2502116
dblp:conf/mm/YinMC13
fatcat:zgxse2ao7zfx5jnj5lzxsva6za
Video Learning Object Application System: Beyond the Static Reusability
2006
Issues in Informing Science and Information Technology
The model contains three essential elements -the metadata, the links, and a learning center. Each element of VLO application system is configured for a specific assignment. ...
This paper presents an advanced an innovative Video Learning Object (VLO) application model for optimal dynamic VLO reusability. ...
A total of 40 individual features included in the ontology that can be utilized in the VLOs. Visual metadata can be very helpful for content-based video information seeking and retrieval. ...
doi:10.28945/902
fatcat:un2c7wmuvfdtjdplnr3jtsjata
Information Retrieval Perspective to Interactive Data Visualization
[article]
2013
Eurographics Conference on Visualization
Dimensionality reduction for data visualization has recently been formulated as an information retrieval task with a well-defined objective function. ...
The formulation was based on preserving similarity relationships defined by a metric in the input space, and explicitly revealed the need for a tradeoff between avoiding false neighbors and missing neighbors ...
That is, we optimize the visualization for information retrieval under uncertainty of the user's preferred similarities. ...
doi:10.2312/pe.eurovisshort.eurovisshort2013.049-053
dblp:conf/vissym/PeltonenSK13
fatcat:fxn54exgwnam7cwmebkqv6yd7u
Towards reliable and reproducible 3D video quality assessment
2011
Three-Dimensional Imaging, Visualization, and Display 2011
Therefore reliable methods for 3D video quality assessment are crucial in order to optimize 3D video systems and services. ...
User-centered approaches Evaluating the quality from a user perspective rather than from a system perspective has become increasingly important in multimedia quality assessment. ...
settings. 8 For the user-centered evaluation of 3D quality, some additional aspects need to be considered. ...
doi:10.1117/12.887037
fatcat:twvjcr5n3nfdvh2xbyny2bhjli
Merging PMU, Operational, and Non-Operational Data for Interpreting Alarms, Locating Faults and Preventing Cascades
2010
2010 43rd Hawaii International Conference on System Sciences
A set of new control center visualization tools shows that the merging of PMU, operational and nonoperational data could improve the effectiveness of alarm processing, accuracy of fault location and ability ...
With the development of synchronized sampling technique and other advanced measurement approaches, the merging of various substation data to be used in new applications in the EMS solutions has not yet ...
The authors gratefully acknowledge the contribution of Yufan Guan, Papiya Dutta, and Ozgur Gonen, from their work on the intelligent alarm processor, optimized fault location, and control center visualization ...
doi:10.1109/hicss.2010.271
dblp:conf/hicss/KezunovicZP10
fatcat:yp34ruycxnflfgva5mzgxgwhdq
A holistic approach to aesthetic enhancement of photographs
2011
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
optimizes a learned aesthetic metric while obeying semantic constraints. ...
The recomposition techniques presented in the article emphasize learning support vector regression models that capture visual aesthetics from user data and seek to optimize this metric iteratively to increase ...
attention center (centroid of the tree, denoted by a red crosshair) towards/away from the stress points (green crosshairs); (f) a near-optimal crop that aligns the visual attention center near the top-left ...
doi:10.1145/2037676.2037678
fatcat:kzyl6gr3njbi5oaditbi4rwgka
A Fractional Cartesian Composition Model for Semi-Spatial Comparative Visualization Design
2017
IEEE Transactions on Visualization and Computer Graphics
In our model, we separate the design challenge into a minimal set of user-specified parameters and an optimization component for the automatic configuration of the remaining design variables. ...
In this paper, we present a model for comparative visualization that supports the design of according ensemble visualization solutions by partial automation. ...
We thank our application domain expert in the field of molecular biology, Mathias Ziegler, for his useful ideas and feedback. ...
doi:10.1109/tvcg.2016.2598870
pmid:27875199
fatcat:6t3du4meuja5taiigepxqgqstu
Interactive Storyboard for Overall Time-Varying Data Visualization
2008
2008 IEEE Pacific Visualization Symposium
Since this approach reduces the visualized data amount into a more understandable size and format for users, it can be used to effectively visualize, represent, and explore a large time-varying dataset ...
Initial user study results show that our approach shortens the exploration time and reduces the number of datasets that users visualized individually. ...
Similar to their objectives, we propose a different approach to improve the visualization effectiveness by decreasing the number of time steps for users to visualize for understanding overall data contents ...
doi:10.1109/pacificvis.2008.4475470
dblp:conf/apvis/LuS08
fatcat:s2renxxryng5nozer7p3gezlti
Assistive visual framing in 3D dense points cloud
2015
2015 Digital Heritage
This approach exploits a new visual feature: the image saliency-based Gaussian mixture. ...
In this paper, we propose a new approach in order to make easier the navigation process by performing an assistive visual framing. ...
For instance, Marchand [2] presents a visual servoing approach that maximizes the image brightness. ...
doi:10.1109/digitalheritage.2015.7419464
dblp:conf/dh/HabibiCM15
fatcat:a55cd3mcsbcsbfmcwi3xl6pkhq
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