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Conference stringclasses 6 values	Year int64 1.99k 2.03k	Title stringlengths 8 187	DOI stringlengths 16 32	Abstract stringlengths 128 7.15k ⌀	Accessible bool 2 classes	Early bool 2 classes	AuthorNames-Deduped listlengths 1 29	Award listlengths 0 2	Resources listlengths 0 5	ResourceLinks listlengths 0 10
EuroVis	2,015	Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing	10.1111/cgf.12642	Browsing is a fundamental aspect of exploratory information‐seeking. Associative browsing represents a common and intuitive set of exploratory strategies in which users step iteratively from familiar to novel bits of information. In this paper, we examine associative browsing as a strategy for bottom‐up exploration of ...	false	false	[ "Sanjay Kairam", "Nathalie Henry Riche", "Steven Mark Drucker", "Roland Fernandez", "Jeffrey Heer" ]	[]	[]	[]
EuroVis	2,015	Rule-Enhanced Transfer Function Generation for Medical Volume Visualization	10.1111/cgf.12624	In volume visualization, transfer functions are used to classify the volumetric data and assign optical properties to the voxels. In general, transfer functions are generated in a transfer function space, which is the feature space constructed by data values and properties derived from the data. If volumetric objects h...	false	false	[ "Lile Cai", "Binh P. Nguyen", "Chee-Kong Chui", "Sim Heng Ong" ]	[]	[]	[]
EuroVis	2,015	Small MultiPiles: Piling Time to Explore Temporal Patterns in Dynamic Networks	10.1111/cgf.12615	We introduce MultiPiles, a visualization to explore time‐series of dense, weighted networks. MultiPiles is based on the physical analogy of piling adjacency matrices, each one representing a single temporal snapshot. Common interfaces for visualizing dynamic networks use techniques such as: flipping/animation; small mu...	false	false	[ "Benjamin Bach", "Nathalie Henry Riche", "Tim Dwyer", "Tara M. Madhyastha", "Jean-Daniel Fekete", "Thomas J. Grabowski" ]	[]	[]	[]
EuroVis	2,015	Towards a smooth design process for static communicative node-link diagrams	10.1111/cgf.12658	Node‐link infographics are visually very rich and can communicate messages effectively, but can be very difficult to create, often involving a painstaking and artisanal process. In this paper we present an investigation of node‐link visualizations for communication and how to better support their creation. We begin by ...	false	false	[ "Andre Suslik Spritzer", "Jeremy Boy", "Pierre Dragicevic", "Jean-Daniel Fekete", "Carla Maria Dal Sasso Freitas" ]	[]	[]	[]
EuroVis	2,015	Uncovering Representative Groups in Multidimensional Projections	10.1111/cgf.12640	Multidimensional projection‐based visualization methods typically rely on clustering and attribute selection mechanisms to enable visual analysis of multidimensional data. Clustering is often employed to group similar instances according to their distance in the visual space. However, considering only distances in the ...	false	false	[ "Paulo Joia", "Fabiano Petronetto", "Luis Gustavo Nonato" ]	[]	[]	[]
EuroVis	2,015	Vector Field Visualization of Advective-Diffusive Flows	10.1111/cgf.12660	We propose a framework for unified visualization of advective and diffusive concentration fluxes, which play a key role in many phenomena like, e.g. Marangoni convection and microscopic mixing. The main idea is the decomposition of fluxes into their concentration and velocity parts. Using this flux decomposition, we ar...	false	false	[ "Hendrik Hochstetter", "Maximilian Wurm", "Andreas Kolb 0001" ]	[]	[]	[]
EuroVis	2,015	VIMTEX: A Visualization Interface for Multivariate, Time-Varying, Geological Data Exploration	10.1111/cgf.12646	Observing interactions among chemical species and microorganisms in the earth's sub‐surface is a common task in the field of geology. Bioremediation experiments constitute one such class of interactions which focus on getting rid of pollutants through processes such as carbon sequestration. The main goal of scientists’...	false	false	[ "Aritra Dasgupta", "Robert Kosara", "Luke J. Gosink" ]	[]	[]	[]
EuroVis	2,015	Visual Analysis of Proximal Temporal Relationships of Social and Communicative Behaviors	10.1111/cgf.12617	Developmental psychology researchers examine the temporal relationships of social and communicative behaviors, such as how a child responds to a name call, to understand early typical and atypical development and to discover early signs of autism and developmental delay. These related behaviors occur together or within...	false	false	[ "Yi Han 0005", "Agata Rozga", "Nevena Dimitrova", "Gregory D. Abowd", "John T. Stasko" ]	[]	[]	[]
EuroVis	2,015	Visual Analysis of Spatio-Temporal Data: Applications in Weather Forecasting	10.1111/cgf.12650	Weather conditions affect multiple aspects of human life such as economy, safety, security, and social activities. For this reason, weather forecast plays a major role in society. Currently weather forecasts are based on Numerical Weather Prediction (NWP) models that generate a representation of the atmospheric flow. I...	false	false	[ "Alexandra Diehl", "Leandro Pelorosso", "Claudio Delrieux", "Celeste Saulo", "Juan Ruiz 0002", "M. Eduard Gröller", "Stefan Bruckner" ]	[]	[]	[]
EuroVis	2,015	Visual Analytics for Correlation-Based Comparison of Time Series Ensembles	10.1111/cgf.12653	An established approach to studying interrelations between two non‐stationary time series is to compute the ‘windowed’ cross‐correlation (WCC). The time series are divided into intervals and the cross‐correlation between corresponding intervals is calculated. The outcome is a matrix that describes the correlation betwe...	false	false	[ "Patrick Köthur", "Carl Witt", "Mike Sips", "Norbert Marwan", "Stefan Schinkel", "Doris Dransch" ]	[]	[]	[]
EuroVis	2,015	Visual Analytics for Exploring Local Impact of Air Traffic	10.1111/cgf.12630	The environmental and noise impact of airports often causes extensive political discussion which in some cases even lead to transnational tensions. Analyzing local approach and departure patterns around an airport is difficult since it depends on a variety of complex variables like weather, local and general regulation...	false	false	[ "Juri Buchmüller", "Halldór Janetzko", "Gennady L. Andrienko", "Natalia V. Andrienko", "Georg Fuchs", "Daniel A. Keim" ]	[]	[]	[]
EuroVis	2,015	Visual Analytics for the Exploration of Tumor Tissue Characterization	10.1111/cgf.12613	Tumors are heterogeneous tissues consisting of multiple regions with distinct characteristics. Characterization of these intra‐tumor regions can improve patient diagnosis and enable a better targeted treatment. Ideally, tissue characterization could be performed non‐invasively, using medical imaging data, to derive per...	false	false	[ "Renata Georgia Raidou", "Uulke A. van der Heide", "Cuong Viet Dinh", "Ghazaleh Ghobadi", "Jesper Kallehauge", "Marcel Breeuwer", "Anna Vilanova" ]	[]	[]	[]
EuroVis	2,015	Visual Assessment of Alleged Plagiarism Cases	10.1111/cgf.12618	We developed a visual analysis tool to support the verification, assessment, and presentation of alleged cases of plagiarism. The analysis of a suspicious document typically results in a compilation of categorized “finding spots”. The categorization reveals the way in which the suspicious text fragment was created from...	false	false	[ "Patrick Riehmann", "Martin Potthast", "Benno Stein 0001", "Bernd Fröhlich 0001" ]	[]	[]	[]
EuroVis	2,015	Visual Exploration of High-Dimensional Data through Subspace Analysis and Dynamic Projections	10.1111/cgf.12639	We introduce a novel interactive framework for visualizing and exploring high‐dimensional datasets based on subspace analysis and dynamic projections. We assume the high‐dimensional dataset can be represented by a mixture of low‐dimensional linear subspaces with mixed dimensions, and provide a method to reliably estima...	false	false	[ "Shusen Liu 0001", "Bei Wang 0001", "Jayaraman J. Thiagarajan", "Peer-Timo Bremer", "Valerio Pascucci" ]	[]	[]	[]
EuroVis	2,015	Visualization of Coherent Structures of Light Transport	10.1111/cgf.12661	Inspired by vector field topology, an established tool for the extraction and identification of important features of flows and vector fields, we develop means for the analysis of the structure of light transport. For that, we derive an analogy to vector field topology that defines coherent structures in light transpor...	false	false	[ "Tobias Zirr", "Marco Ament", "Carsten Dachsbacher" ]	[]	[]	[]
EuroVis	2,015	Visualization of Object-Centered Vulnerability to Possible Flood Hazards	10.1111/cgf.12645	As flood events tend to happen more frequently, there is a growing demand for understanding the vulnerability of infrastructure to flood‐related hazards. Such demand exists both for flood management personnel and the general public. Modern software tools are capable of generating uncertainty‐aware flood predictions. Ho...	false	false	[ "Daniel Cornel", "Artem Konev", "Bernhard Sadransky", "Zsolt Horváth", "M. Eduard Gröller", "Jürgen Waser" ]	[ "HM" ]	[]	[]
EuroVis	2,015	Visualization of Particle-based Data with Transparency and Ambient Occlusion	10.1111/cgf.12627	Particle‐based simulation techniques, like the discrete element method or molecular dynamics, are widely used in many research fields. In real‐time explorative visualization it is common to render the resulting data using opaque spherical glyphs with local lighting only. Due to massive overlaps, however, inner structur...	false	false	[ "Joachim Staib", "Sebastian Grottel", "Stefan Gumhold" ]	[]	[]	[]
EuroVis	2,015	Visualizing Time-Specific Hurricane Predictions, with Uncertainty, from Storm Path Ensembles	10.1111/cgf.12649	The U.S. National Hurricane Center (NHC) issues advisories every six hours during the life of a hurricane. These advisories describe the current state of the storm, and its predicted path, size, and wind speed over the next five days. However, from these data alone, the question “What is the likelihood that the storm w...	false	false	[ "Le Liu 0007", "Mahsa Mirzargar", "Robert M. Kirby", "Ross T. Whitaker", "Donald H. House" ]	[]	[]	[]
EuroVis	2,015	Visualnostics: Visual Guidance Pictograms for Analyzing Projections of High-dimensional Data	10.1111/cgf.12641	The visual analysis of multivariate projections is a challenging task, because complex visual structures occur. This causes fatigue or misinterpretations, which distorts the analysis. In fact, the same projection can lead to different analysis results. We provide visual guidance pictograms to improve objectivity of the...	false	false	[ "Dirk J. Lehmann", "Fritz Kemmler", "Tatsiana Zhyhalava", "Marco Kirschke", "Holger Theisel" ]	[]	[]	[]
CHI	2,015	"Everyone Is Talking about It!": A Distributed Approach to Urban Voting Technology and Visualisations	10.1145/2702123.2702263	The deployment of technology interventions, such as public displays and mobile apps, in community settings has been found to engage people in sharing and comparing their opinions. Our research is concerned with how to extend this to community-wide participation by devising and deploying multiple voting devices and visu...	false	false	[ "Lisa Koeman", "Vaiva Kalnikaité", "Yvonne Rogers" ]	[]	[]	[]
CHI	2,015	(s\|qu)eries: Visual Regular Expressions for Querying and Exploring Event Sequences	10.1145/2702123.2702262	Many different domains collect event sequence data and rely on finding and analyzing patterns within it to gain meaningful insights. Current systems that support such queries either provide limited expressiveness, hinder exploratory workflows or present interaction and visualization models which do not scale well to la...	false	false	[ "Emanuel Zgraggen", "Steven Mark Drucker", "Danyel Fisher", "Robert DeLine" ]	[]	[]	[]
CHI	2,015	An Evaluation of Interactive Map Comparison Techniques	10.1145/2702123.2702130	Geovisualization applications typically organize data into layers. These layers hold different types of geographical features, describe different characteristics of the same features, or represent those features at different points in time. Layers can be composited in various ways, most often employing a juxtaposition ...	false	false	[ "María-Jesús Lobo", "Emmanuel Pietriga", "Caroline Appert" ]	[]	[]	[]
CHI	2,015	An Interactive System for Data Structure Development	10.1145/2702123.2702319	Data structure algorithms are of fundamental importance in teaching and software development, yet are difficult to understand. We propose a new approach for understanding, debugging and developing heap manipulating data structures. The key technical idea of our work is to combine deep parametric abstraction techniques ...	false	false	[ "Jibin Ou", "Martin T. Vechev", "Otmar Hilliges" ]	[]	[]	[]
CHI	2,015	BodyVis: A New Approach to Body Learning Through Wearable Sensing and Visualization	10.1145/2702123.2702299	Internal organs are hidden and untouchable, making it difficult for children to learn their size, position, and function. Traditionally, human anatomy (body form) and physiology (body function) are taught using techniques ranging from worksheets to three-dimensional models. We present a new approach called BodyVis, an ...	false	false	[ "Leyla Norooz", "Matthew Louis Mauriello", "Anita Jorgensen", "Brenna McNally", "Jon E. Froehlich" ]	[]	[]	[]
CHI	2,015	Designing Information for Remediating Cognitive Biases in Decision-Making	10.1145/2702123.2702239	Software is playing an increasingly important role in supporting human decision-making. Previous HCI research on decision support systems (DSS) has improved the information visualization aspect of DSS information design, but has somewhat overlooked the cognitive aspect of decision-making, namely that human reasoning is...	false	false	[ "Yunfeng Zhang", "Rachel K. E. Bellamy", "Wendy A. Kellogg" ]	[]	[]	[]
CHI	2,015	DocuViz: Visualizing Collaborative Writing	10.1145/2702123.2702517	Collaborative writing is on the increase. In order to write well together, authors often need to be aware of who has done what recently. We offer a new tool, DocuViz, that displays the entire revision history of Google Docs, showing more than the one-step-at-a-time view now shown in revision history and tracking change...	false	false	[ "Dakuo Wang", "Judith S. Olson", "Jingwen Zhang", "Trung Nguyen", "Gary M. Olson" ]	[]	[]	[]
CHI	2,015	Effects of Display Size and Resolution on User Behavior and Insight Acquisition in Visual Exploration	10.1145/2702123.2702406	Large high-resolution displays are becoming increasingly common in research settings, providing data scientists with visual interfaces for the analysis of large datasets. Numerous studies have demonstrated unique perceptual and cognitive benefits afforded by these displays in visual analytics and information visualizat...	false	false	[ "Khairi Reda", "Andrew E. Johnson 0001", "Michael E. Papka", "Jason Leigh" ]	[]	[]	[]
CHI	2,015	EnviroPulse: Providing Feedback about the Expected Affective Valence of the Environment	10.1145/2702123.2702510	Interacting with nature is beneficial to a person's mental-state, but it can sometimes be difficult to find environments that will induce positive affect (e.g., when planning a run). In this paper, we describe EnviroPulse-a system for auto-matically determining and communicating the expected affective valence (EAV) of ...	false	false	[ "Deltcho Valtchanov", "Mark S. Hancock" ]	[]	[]	[]
CHI	2,015	Evaluating How Level of Detail of Visual History Affects Process Memory	10.1145/2702123.2702376	Visual history tools provide visual representations of the workflow during data analysis tasks. While there is an established need for reviewing analytic processes, and many visual history tools provide visualizations to do so, it is not well known how helpful the tools actually are for process recall. Through a contro...	false	false	[ "Eric D. Ragan", "John R. Goodall", "Albert Tung" ]	[]	[]	[]
CHI	2,015	Evaluating the Memorability of Physical Visualizations	10.1145/2702123.2702248	Physical Visualizations are currently mostly used in casual contexts, e.g., as artistic data sculptures. However, their measurable benefits for traditional information visualization are largely unexplored. As a step in this direction, we compared the memorability of physical visualizations to that of digital visualizat...	false	false	[ "Simon Stusak", "Jeannette Schwarz", "Andreas Butz" ]	[]	[]	[]
CHI	2,015	Exploring Interactions with Physically Dynamic Bar Charts	10.1145/2702123.2702604	Visualizations such as bar charts help users reason about data, but are mostly screen-based, rarely physical, and almost never physical and dynamic. This paper investigates the role of physically dynamic bar charts and evaluates new interactions for exploring and working with datasets rendered in dynamic physical form....	false	false	[ "Faisal Taher", "John Hardy", "Abhijit Karnik", "Christian Weichel", "Yvonne Jansen", "Kasper Hornbæk", "Jason Alexander" ]	[]	[]	[]
CHI	2,015	Exploring the Role of Activity Trace Design on Evaluations of Online Worker Quality	10.1145/2702123.2702195	Websites can record individual users' activities and display them in a variety of ways. There is a tradeoff between detail and abstraction in visualization, especially when the amount of content increases and becomes more difficult to process. We conducted an experiment on Mechanical Turk varying the quality, detail, a...	false	false	[ "Jennifer Marlow", "Laura A. Dabbish", "Jodi L. Forlizzi" ]	[]	[]	[]
CHI	2,015	g-Miner: Interactive Visual Group Mining on Multivariate Graphs	10.1145/2702123.2702446	With the rapid growth of rich network data available through various sources such as social media and digital archives,there is a growing interest in more powerful network visual analysis tools and methods. The rich information about the network nodes and links can be represented as multivariate graphs, in which the no...	false	false	[ "Nan Cao 0001", "Yu-Ru Lin", "Liangyue Li", "Hanghang Tong" ]	[]	[]	[]
CHI	2,015	Head-Mounted Display Visualizations to Support Sound Awareness for the Deaf and Hard of Hearing	10.1145/2702123.2702393	Persons with hearing loss use visual signals such as gestures and lip movement to interpret speech. While hearing aids and cochlear implants can improve sound recognition, they generally do not help the wearer localize sound necessary to leverage these visual cues. In this paper, we design and evaluate visualizations f...	false	false	[ "Dhruv Jain", "Leah Findlater", "Jamie Gilkeson", "Benjamin Holland", "Ramani Duraiswami", "Dmitry N. Zotkin", "Christian Vogler", "Jon E. Froehlich" ]	[]	[]	[]
CHI	2,015	How Deceptive are Deceptive Visualizations?: An Empirical Analysis of Common Distortion Techniques	10.1145/2702123.2702608	In this paper, we present an empirical analysis of deceptive visualizations. We start with an in-depth analysis of what deception means in the context of data visualization, and categorize deceptive visualizations based on the type of deception they lead to. We identify popular distortion techniques and the type of vis...	false	false	[ "Anshul Vikram Pandey", "Katharina Rall", "Margaret L. Satterthwaite", "Oded Nov", "Enrico Bertini" ]	[]	[]	[]
CHI	2,015	ImmerseBoard: Immersive Telepresence Experience using a Digital Whiteboard	10.1145/2702123.2702160	ImmerseBoard is a system for remote collaboration through a digital whiteboard that gives participants a 3D immersive experience, enabled only by an RGBD camera (Microsoft Kinect) mounted on the side of a large touch display. Using 3D processing of the depth images, life-sized rendering, and novel visualizations, Immer...	false	false	[ "Keita Higuchi", "Yinpeng Chen", "Philip A. Chou", "Zhengyou Zhang", "Zicheng Liu 0001" ]	[]	[]	[]
CHI	2,015	Infographic Aesthetics: Designing for the First Impression	10.1145/2702123.2702545	Information graphics, or infographics, combine elements of data visualization with design and have become an increasingly popular means for disseminating data. While several studies have suggested that aesthetics in visualization and infographics relate to desirable outcomes like engagement and memorability, it remains...	false	false	[ "Lane Harrison", "Katharina Reinecke", "Remco Chang" ]	[]	[]	[]
CHI	2,015	ISOTYPE Visualization: Working Memory, Performance, and Engagement with Pictographs	10.1145/2702123.2702275	Although the infographic and design communities have used simple pictographic representations for decades, it is still unclear whether they can make visualizations more effective. Using simple charts, we tested how pictographic representations impact (1) memory for information just viewed, as well as under the load of ...	false	false	[ "Steve Haroz", "Robert Kosara", "Steven L. Franconeri" ]	[]	[]	[]
CHI	2,015	LeviPath: Modular Acoustic Levitation for 3D Path Visualisations	10.1145/2702123.2702333	LeviPath is a modular system to levitate objects across 3D paths. It consists of two opposed arrays of transducers that create a standing wave capable of suspending objects in mid-air. To control the standing wave, the system employs a novel algorithm based on combining basic patterns of movement. Our approach allows t...	false	false	[ "Themis Omirou", "Asier Marzo", "Sue Ann Seah", "Sriram Subramanian" ]	[]	[]	[]
CHI	2,015	Making Software Tutorial Video Responsive	10.1145/2702123.2702209	Tutorial videos are widely available to help people use software. These videos, however, are viewed by users as captured and offer little direct interaction between users and software. This paper presents a video navigation method that allows users to interact with software tutorial video as if they were using the soft...	false	false	[ "Cuong Nguyen 0003", "Feng Liu 0015" ]	[]	[]	[]
CHI	2,015	MatrixWave: Visual Comparison of Event Sequence Data	10.1145/2702123.2702419	Event sequence data analysis is common in many domains, including web and software development, transportation, and medical care. Few have investigated visualization techniques for comparative analysis of multiple event sequence datasets. Grounded in the real-world characteristics of web clickstream data, we explore vi...	false	false	[ "Jian Zhao 0010", "Zhicheng Liu 0001", "Mira Dontcheva", "Aaron Hertzmann", "Alan Wilson 0004" ]	[]	[]	[]
CHI	2,015	ModelTracker: Redesigning Performance Analysis Tools for Machine Learning	10.1145/2702123.2702509	Model building in machine learning is an iterative process. The performance analysis and debugging step typically involves a disruptive cognitive switch from model building to error analysis, discouraging an informed approach to model building. We present ModelTracker, an interactive visualization that subsumes informa...	false	false	[ "Saleema Amershi", "Max Chickering", "Steven Mark Drucker", "Bongshin Lee", "Patrice Y. Simard", "Jina Suh" ]	[]	[]	[]
CHI	2,015	Opportunities and Challenges for Data Physicalization	10.1145/2702123.2702180	Physical representations of data have existed for thousands of years. Yet it is now that advances in digital fabrication, actuated tangible interfaces, and shape-changing displays are spurring an emerging area of research that we call Data Physicalization. It aims to help people explore, understand, and communicate dat...	false	false	[ "Yvonne Jansen", "Pierre Dragicevic", "Petra Isenberg", "Jason Alexander", "Abhijit Karnik", "Johan Kildal", "Sriram Subramanian", "Kasper Hornbæk" ]	[]	[]	[]
CHI	2,015	Patina Engraver: Visualizing Activity Logs as Patina in Fashionable Trackers	10.1145/2702123.2702213	Despite technological improvements in commercial activity trackers, little attention has been given to their emotional, social, or fashion-related qualities, such as their visual aesthetics and their relationship to self-expression and social connection. As an alternative integrated approach incorporating HCI, fashion,...	false	false	[ "Moon-Hwan Lee", "Seijin Cha", "Tek-Jin Nam" ]	[]	[]	[]
CHI	2,015	Personality as a Predictor of User Strategy: How Locus of Control Affects Search Strategies on Tree Visualizations	10.1145/2702123.2702590	Individual differences matter. While this has been the theme for many recent works in the Visualization and HCI communities, the mystery of how to develop personalized visualizations remains. This is largely because very little is known about how users actually use visualizations to solve problems and even less is know...	false	false	[ "Alvitta Ottley", "Huahai Yang", "Remco Chang" ]	[]	[]	[]
CHI	2,015	SketchSliders: Sketching Widgets for Visual Exploration on Wall Displays	10.1145/2702123.2702129	We introduce a mobile sketching interface for exploring multi-dimensional datasets on wall displays. We demonstrate the idea of SketchSliders, range sliders that users can freely sketch on a mobile surface to customize their exploration. A small combination of sketches and gestures allows the creation of complex intera...	false	false	[ "Theophanis Tsandilas", "Anastasia Bezerianos", "Thibaut Jacob" ]	[]	[]	[]
CHI	2,015	Statsplorer: Guiding Novices in Statistical Analysis	10.1145/2702123.2702347	Each step of statistical analysis requires researchers to make decisions based on both statistical knowledge and the knowledge of their own data. For novice analysts, this is cognitively demanding and can lead to mistakes and misinterpretations of the results. We present Statsplorer, a software that helps novices learn...	false	false	[ "Chat Wacharamanotham", "Krishna Subramanian 0002", "Sarah Theres Völkel", "Jan O. Borchers" ]	[]	[]	[]
CHI	2,015	Stock Lamp: An Engagement-Versatile Visualization Design	10.1145/2702123.2702323	Design methodologies for information visualizations are typically based on the assumption that the users will be fully engaged in the visual exploration of the displayed information. However, recent research suggests that there is an increasing diversity in how users engage with modern visualizations, and that the trad...	false	false	[ "Yuzuru Tanahashi", "Kwan-Liu Ma" ]	[]	[]	[]
CHI	2,015	Storytelling in Information Visualizations: Does it Engage Users to Explore Data?	10.1145/2702123.2702452	We present the results of three web-based field experiments, in which we evaluate the impact of using initial narrative visualization techniques and storytelling on user-engagement with exploratory information visualizations. We conducted these experiments on a popular news and opinion outlet, and on a popular visualiz...	false	false	[ "Jeremy Boy", "Françoise Détienne", "Jean-Daniel Fekete" ]	[]	[]	[]
CHI	2,015	STRATOS: Using Visualization to Support Decisions in Strategic Software Release Planning	10.1145/2702123.2702426	Software is typically developed incrementally and released in stages. Planning these releases involves deciding which features of the system should be implemented for each release. This is a complex planning process involving numerous trade-offs-constraints and factors that often make decisions difficult. Since the suc...	false	false	[ "Bon Adriel Aseniero", "Tiffany Wun", "David Ledo", "Guenther Ruhe", "Anthony Tang 0001", "Sheelagh Carpendale" ]	[]	[]	[]
CHI	2,015	TastyBeats: Designing Palatable Representations of Physical Activity	10.1145/2702123.2702197	In this paper, we introduce palatable representations that besides improving the understanding of physical activity through abstract visualization also provide an appetizing drink to celebrate the experience of being physically active. By designing such palatable representations, our aim is to offer novel opportunities...	false	false	[ "Rohit Ashok Khot", "Jeewon Lee", "Deepti Aggarwal", "Larissa Hjorth", "Florian 'Floyd' Mueller" ]	[]	[]	[]
CHI	2,015	The Effects of Representation and Juxtaposition on Graphical Perception of Matrix Visualization	10.1145/2702123.2702217	Analyzing multiple networks at once is a common yet difficult task in many domains. Using adjacency matrices for this purpose, however, can be effective because of its superior ability to accommodate dense networks in a small area. We evaluate various representations and juxtaposition designs for visualizing adjacency ...	false	false	[ "Xiaotong Liu", "Han-Wei Shen" ]	[]	[]	[]
CHI	2,015	Trajectory Bundling for Animated Transitions	10.1145/2702123.2702476	Animated transition has been a popular design choice for smoothly switching between different visualization views or layouts, in which movement trajectories are created as cues for tracking objects during location shifting. Tracking moving objects, however, becomes difficult when their movement paths overlap or the num...	false	false	[ "Fan Du", "Nan Cao 0001", "Jian Zhao 0010", "Yu-Ru Lin" ]	[]	[]	[]
CHI	2,015	TurkBench: Rendering the Market for Turkers	10.1145/2702123.2702279	Crowdsourcing is a relatively new model of labor where both the workers and work providers are experiencing its growing pains. A dominant platform that implements this model of labor is Amazon Mechanical Turk (AMT). While AMT has evolved over the years, the changes have focused mainly on work providers and have not add...	false	false	[ "Benjamin V. Hanrahan", "Jutta K. Willamowski", "Saiganesh Swaminathan", "David B. Martin 0001" ]	[]	[]	[]
CHI	2,015	Twist and Learn: Interface Learning in 3DOF Exploration of 3D Scatterplots	10.1145/2702123.2702201	The increasing availability of 3D interfaces brings promise of improved user experience in diverse areas. Our study focuses on visual analytics, testing whether 3D interactivity improves performance in a visual data exploration task. Specifically, we compared scene rotation around vertical axis to a full 3D rotation us...	false	false	[ "Mark M. Shovman", "James L. Bown", "Andrea Szymkowiak", "Kenneth C. Scott-Brown" ]	[]	[]	[]
CHI	2,015	Understanding Data Videos: Looking at Narrative Visualization through the Cinematography Lens	10.1145/2702123.2702431	Data videos, motion graphics that incorporate visualizations about facts, are increasingly gaining popularity as a means of telling stories with data. However, very little is systematically recorded about (a) what elements are featured in data videos and (b) the processes used to create them. In this article, we provid...	false	false	[ "Fereshteh Amini", "Nathalie Henry Riche", "Bongshin Lee", "Christophe Hurter", "Pourang Irani" ]	[]	[]	[]
CHI	2,015	VeilMe: An Interactive Visualization Tool for Privacy Configuration of Using Personality Traits	10.1145/2702123.2702293	With the recent advances in using data analytics to automatically infer one's personality traits from their social media data, users are facing a growing tension between the use of the technology to aid self development in workplace and the privacy concerns of such use. Given the richness of personality data that can b...	false	false	[ "Yang Wang", "Liang Gou", "Anbang Xu", "Michelle X. Zhou", "Huahai Yang", "Hernan Badenes" ]	[]	[]	[]
VAST	2,014	#FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media	10.1109/TVCG.2014.2346922	We present FluxFlow, an interactive visual analysis system for revealing and analyzing anomalous information spreading in social media. Everyday, millions of messages are created, commented, and shared by people on social media websites, such as Twitter and Facebook. This provides valuable data for researchers and prac...	false	false	[ "Jian Zhao 0010", "Nan Cao", "Zhen Wen", "Yale Song", "Yu-Ru Lin", "Christopher Collins 0001" ]	[ "HM" ]	[]	[]
VAST	2,014	A Five-Level Design Framework for Bicluster Visualizations	10.1109/TVCG.2014.2346665	Analysts often need to explore and identify coordinated relationships (e.g., four people who visited the same five cities on the same set of days) within some large datasets for sensemaking. Biclusters provide a potential solution to ease this process, because each computed bicluster bundles individual relationships in...	false	false	[ "Maoyuan Sun", "Chris North 0001", "Naren Ramakrishnan" ]	[]	[]	[]
VAST	2,014	A System for Visual Analysis of Radio Signal Data	10.1109/VAST.2014.7042479	Analysis of radio transmissions is vital for military defense as it provides valuable information about enemy communication and infrastructure. One challenge to the data analysis task is that there are far too many signals for analysts to go through by hand. Even typical signal meta data (such as frequency band, durati...	false	false	[ "Tarik Crnovrsanin", "Chris Muelder", "Kwan-Liu Ma" ]	[]	[]	[]
VAST	2,014	A Visual Reasoning Approach for Data-driven Transport Assessment on Urban Roads	10.1109/VAST.2014.7042486	Transport assessment plays a vital role in urban planning and traffic control, which are influenced by multi-faceted traffic factors involving road infrastructure and traffic flow. Conventional solutions can hardly meet the requirements and expectations of domain experts. In this paper we present a data-driven solution...	false	false	[ "Fei Wang 0016", "Wei Chen 0001", "Feiran Wu", "Ye Zhao 0003", "Han Hong", "Tianyu Gu", "Long Wang", "Ronghua Liang", "Hujun Bao" ]	[]	[]	[]
VAST	2,014	An Insight- and Task-based Methodology for Evaluating Spatiotemporal Visual Analytics	10.1109/VAST.2014.7042482	We present a method for evaluating visualizations using both tasks and exploration, and demonstrate this method in a study of spatiotemporal network designs for a visual analytics system. The method is well suited for studying visual analytics applications in which users perform both targeted data searches and analyses...	false	false	[ "Steven R. Gomez", "Hua Guo", "Caroline Ziemkiewicz", "David H. Laidlaw" ]	[]	[]	[]
VAST	2,014	An Integrated Visual Analysis System for Fusing MR Spectroscopy and Multi-Modal Radiology Imaging	10.1109/VAST.2014.7042481	For cancers such as glioblastoma multiforme, there is an increasing interest in defining "biological target volumes" (BTV), high tumour-burden regions which may be targeted with dose boosts in radiotherapy. The definition of a BTV requires insight into tumour characteristics going beyond conventionally defined radiolog...	false	false	[ "Miguel Nunes", "Benjamin Rowland", "Matthias Schlachter", "Soléakhéna Ken", "Kresimir Matkovic", "Anne Laprie", "Katja Bühler" ]	[]	[]	[]
VAST	2,014	Analyzing High-dimensional Multivariate Network Links with Integrated Anomaly Detection, Highlighting and Exploration	10.1109/VAST.2014.7042484	This paper focuses on the integration of a family of visual analytics techniques for analyzing high-dimensional, multivariate network data that features spatial and temporal information, network connections, and a variety of other categorical and numerical data types. Such data types are commonly encountered in transpo...	false	false	[ "Sungahn Ko", "Shehzad Afzal", "Simon J. Walton", "Yang Yang", "Junghoon Chae", "Abish Malik", "Yun Jang", "Min Chen 0001", "David S. Ebert" ]	[]	[]	[]
VAST	2,014	Baseball4D: A Tool for Baseball Game Reconstruction & Visualization	10.1109/VAST.2014.7042478	While many sports use statistics and video to analyze and improve game play, baseball has led the charge throughout its history. With the advent of new technologies that allow all players and the ball to be tracked across the entire field, it is now possible to bring this understanding to another level. From discrete p...	false	false	[ "Carlos A. Dietrich", "David Koop", "Huy T. Vo", "Cláudio T. Silva" ]	[]	[]	[]
VAST	2,014	BoundarySeer: Visual Analysis of 2D Boundary Changes	10.1109/VAST.2014.7042490	Boundary changes exist ubiquitously in our daily life. From the Antarctic ozone hole to the land desertification, and from the territory of a country to the area within one-hour reach from a downtown location, boundaries change over time. With a large number of time-varying boundaries recorded, people often need to ana...	false	false	[ "Wenchao Wu", "Yixian Zheng", "Huamin Qu", "Wei Chen 0001", "M. Eduard Gröller", "Lionel M. Ni" ]	[]	[]	[]
VAST	2,014	ConTour: Data-Driven Exploration of Multi-Relational Datasets for Drug Discovery	10.1109/TVCG.2014.2346752	Large scale data analysis is nowadays a crucial part of drug discovery. Biologists and chemists need to quickly explore and evaluate potentially effective yet safe compounds based on many datasets that are in relationship with each other. However, there is a lack of tools that support them in these processes. To remedy...	false	false	[ "Christian Partl", "Alexander Lex", "Marc Streit", "Hendrik Strobelt", "Anne Mai Wassermann", "Hanspeter Pfister", "Dieter Schmalstieg" ]	[]	[]	[]
VAST	2,014	Cupid: Cluster-Based Exploration of Geometry Generators with Parallel Coordinates and Radial Trees	10.1109/TVCG.2014.2346626	Geometry generators are commonly used in video games and evaluation systems for computer vision to create geometric shapes such as terrains, vegetation or airplanes. The parameters of the generator are often sampled automatically which can lead to many similar or unwanted geometric shapes. In this paper, we propose a n...	false	false	[ "Michael Beham", "Wolfgang Herzner", "M. Eduard Gröller", "Johannes Kehrer" ]	[]	[]	[]
VAST	2,014	DecisionFlow: Visual Analytics for High-Dimensional Temporal Event Sequence Data	10.1109/TVCG.2014.2346682	Temporal event sequence data is increasingly commonplace, with applications ranging from electronic medical records to financial transactions to social media activity. Previously developed techniques have focused on low-dimensional datasets (e.g., with less than 20 distinct event types). Real-world datasets are often f...	false	false	[ "David Gotz", "Harry Stavropoulos" ]	[]	[]	[]
VAST	2,014	DIA2: Web-based Cyberinfrastructure for Visual Analysis of Funding Portfolios	10.1109/TVCG.2014.2346747	We present a design study of the Deep Insights Anywhere, Anytime (DIA2) platform, a web-based visual analytics system that allows program managers and academic staff at the U.S. National Science Foundation to search, view, and analyze their research funding portfolio. The goal of this system is to facilitate users' und...	false	false	[ "Krishna P. C. Madhavan", "Niklas Elmqvist", "Mihaela Vorvoreanu", "Xin Chen", "Yuet Ling Wong", "Hanjun Xian", "Zhihua Dong", "Aditya Johri" ]	[]	[]	[]
VAST	2,014	EvoRiver: Visual Analysis of Topic Coopetition on Social Media	10.1109/TVCG.2014.2346919	Cooperation and competition (jointly called “coopetition”) are two modes of interactions among a set of concurrent topics on social media. How do topics cooperate or compete with each other to gain public attention? Which topics tend to cooperate or compete with one another? Who plays the key role in coopetition-relate...	false	false	[ "Guodao Sun", "Yingcai Wu", "Shixia Liu", "Tai-Quan Peng", "Jonathan J. H. Zhu", "Ronghua Liang" ]	[]	[]	[]
VAST	2,014	Feature-Driven Visual Analytics of Soccer Data	10.1109/VAST.2014.7042477	Soccer is one the most popular sports today and also very interesting from an scientific point of view. We present a system for analyzing high-frequency position-based soccer data at various levels of detail, allowing to interactively explore and analyze for movement features and game events. Our Visual Analytics metho...	false	false	[ "Halldór Janetzko", "Dominik Sacha", "Manuel Stein", "Tobias Schreck", "Daniel A. Keim", "Oliver Deussen" ]	[]	[]	[]
VAST	2,014	Feedback-Driven Interactive Exploration of Large Multidimensional Data Supported by Visual Classifier	10.1109/VAST.2014.7042480	The extraction of relevant and meaningful information from multivariate or high-dimensional data is a challenging problem. One reason for this is that the number of possible representations, which might contain relevant information, grows exponentially with the amount of data dimensions. Also, not all views from a poss...	false	false	[ "Michael Behrisch 0001", "Fatih Korkmaz", "Lin Shao 0001", "Tobias Schreck" ]	[]	[]	[]
VAST	2,014	Finding Waldo: Learning about Users from their Interactions	10.1109/TVCG.2014.2346575	Visual analytics is inherently a collaboration between human and computer. However, in current visual analytics systems, the computer has limited means of knowing about its users and their analysis processes. While existing research has shown that a user's interactions with a system reflect a large amount of the user's...	false	false	[ "Eli T. Brown", "Alvitta Ottley", "Helen Zhao", "Quan Lin", "Richard Souvenir", "Alex Endert", "Remco Chang" ]	[]	[]	[]
VAST	2,014	Footprints: A Visual Search Tool that Supports Discovery and Coverage Tracking	10.1109/TVCG.2014.2346743	Searching a large document collection to learn about a broad subject involves the iterative process of figuring out what to ask, filtering the results, identifying useful documents, and deciding when one has covered enough material to stop searching. We are calling this activity “discoverage,” discovery of relevant mat...	false	false	[ "Ellen Isaacs", "Kelly Domico", "Shane Ahern", "Eugene Bart", "Mudita Singhal" ]	[]	[]	[]
VAST	2,014	Genotet: An Interactive Web-based Visual Exploration Framework to Support Validation of Gene Regulatory Networks	10.1109/TVCG.2014.2346753	Elucidation of transcriptional regulatory networks (TRNs) is a fundamental goal in biology, and one of the most important components of TRNs are transcription factors (TFs), proteins that specifically bind to gene promoter and enhancer regions to alter target gene expression patterns. Advances in genomic technologies a...	false	false	[ "Bowen Yu 0004", "Harish Doraiswamy", "Xi Chen", "Emily R. Miraldi", "Mario Luis Arrieta-Ortiz", "Christoph Hafemeister", "Aviv Madar", "Richard Bonneau", "Cláudio T. Silva" ]	[]	[]	[]
VAST	2,014	HydroQual: Visual Analysis of River Water Quality	10.1109/VAST.2014.7042488	Economic development based on industrialization, intensive agriculture expansion and population growth places greater pressure on water resources through increased water abstraction and water quality degradation [40], River pollution is now a visible issue, with emblematic ecological disasters following industrial acci...	false	false	[ "Pierre Accorsi", "Nathalie Lalande", "Mickaël Fabrègue", "Agnès Braud", "Pascal Poncelet", "Arnaud Sallaberry", "Sandra Bringay", "Maguelonne Teisseire", "Flavie Cernesson", "Florence Le Ber" ]	[]	[]	[]
VAST	2,014	INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data	10.1109/TVCG.2014.2346482	Predictive modeling techniques are increasingly being used by data scientists to understand the probability of predicted outcomes. However, for data that is high-dimensional, a critical step in predictive modeling is determining which features should be included in the models. Feature selection algorithms are often use...	false	false	[ "Josua Krause", "Adam Perer", "Enrico Bertini" ]	[]	[]	[]
VAST	2,014	Integrating Predictive Analytics and Social Media	10.1109/VAST.2014.7042495	A key analytical task across many domains is model building and exploration for predictive analysis. Data is collected, parsed and analyzed for relationships, and features are selected and mapped to estimate the response of a system under exploration. As social media data has grown more abundant, data can be captured t...	false	false	[ "Yafeng Lu", "Robert Krüger", "Dennis Thom", "Feng Wang 0012", "Steffen Koch 0001", "Thomas Ertl", "Ross Maciejewski" ]	[]	[]	[]
VAST	2,014	Interactive Visual Analysis of Image-Centric Cohort Study Data	10.1109/TVCG.2014.2346591	Epidemiological population studies impose information about a set of subjects (a cohort) to characterize disease-specific risk factors. Cohort studies comprise heterogenous variables describing the medical condition as well as demographic and lifestyle factors and, more recently, medical image data. We propose an Inter...	false	false	[ "Paul Klemm", "Steffen Oeltze-Jafra", "Kai Lawonn", "Katrin Hegenscheid", "Henry Völzke", "Bernhard Preim" ]	[]	[]	[]
VAST	2,014	Knowledge Generation Model for Visual Analytics	10.1109/TVCG.2014.2346481	Visual analytics enables us to analyze huge information spaces in order to support complex decision making and data exploration. Humans play a central role in generating knowledge from the snippets of evidence emerging from visual data analysis. Although prior research provides frameworks that generalize this process, ...	false	false	[ "Dominik Sacha", "Andreas Stoffel", "Florian Stoffel", "Bum Chul Kwon", "Geoffrey P. Ellis", "Daniel A. Keim" ]	[ "TT" ]	[]	[]
VAST	2,014	LoyalTracker: Visualizing Loyalty Dynamics in Search Engines	10.1109/TVCG.2014.2346912	The huge amount of user log data collected by search engine providers creates new opportunities to understand user loyalty and defection behavior at an unprecedented scale. However, this also poses a great challenge to analyze the behavior and glean insights into the complex, large data. In this paper, we introduce Loy...	false	false	[ "Conglei Shi", "Yingcai Wu", "Shixia Liu", "Hong Zhou 0004", "Huamin Qu" ]	[ "HM" ]	[]	[]
VAST	2,014	Multi-Model Semantic Interaction for Text Analytics	10.1109/VAST.2014.7042492	Semantic interaction offers an intuitive communication mechanism between human users and complex statistical models. By shielding the users from manipulating model parameters, they focus instead on directly manipulating the spatialization, thus remaining in their cognitive zone. However, this technique is not inherentl...	false	false	[ "Lauren Bradel", "Chris North 0001", "Leanna House", "Scotland Leman" ]	[]	[]	[]
VAST	2,014	Opening the Black Box: Strategies for Increased User Involvement in Existing Algorithm Implementations	10.1109/TVCG.2014.2346578	An increasing number of interactive visualization tools stress the integration with computational software like MATLAB and R to access a variety of proven algorithms. In many cases, however, the algorithms are used as black boxes that run to completion in isolation which contradicts the needs of interactive data explor...	false	false	[ "Thomas Mühlbacher", "Harald Piringer", "Samuel Gratzl", "Michael Sedlmair", "Marc Streit" ]	[]	[]	[]
VAST	2,014	OpinionFlow: Visual Analysis of Opinion Diffusion on Social Media	10.1109/TVCG.2014.2346920	It is important for many different applications such as government and business intelligence to analyze and explore the diffusion of public opinions on social media. However, the rapid propagation and great diversity of public opinions on social media pose great challenges to effective analysis of opinion diffusion. In...	false	false	[ "Yingcai Wu", "Shixia Liu", "Kai Yan", "Mengchen Liu", "Fangzhao Wu" ]	[]	[]	[]
VAST	2,014	PEARL: An Interactive Visual Analytic Tool for Understanding Personal Emotion Style Derived from Social Media	10.1109/VAST.2014.7042496	Hundreds of millions of people leave digital footprints on social media (e.g., Twitter and Facebook). Such data not only disclose a person's demographics and opinions, but also reveal one's emotional style. Emotional style captures a person's patterns of emotions over time, including his overall emotional volatility an...	false	false	[ "Jian Zhao 0010", "Liang Gou", "Fei Wang", "Michelle X. Zhou" ]	[]	[]	[]
VAST	2,014	Proactive Spatiotemporal Resource Allocation and Predictive Visual Analytics for Community Policing and Law Enforcement	10.1109/TVCG.2014.2346926	In this paper, we present a visual analytics approach that provides decision makers with a proactive and predictive environment in order to assist them in making effective resource allocation and deployment decisions. The challenges involved with such predictive analytics processes include end-users' understanding, and...	false	false	[ "Abish Malik", "Ross Maciejewski", "Sherry Towers", "Sean McCullough", "David S. Ebert" ]	[]	[]	[]
VAST	2,014	Progressive Visual Analytics: User-Driven Visual Exploration of In-Progress Analytics	10.1109/TVCG.2014.2346574	As datasets grow and analytic algorithms become more complex, the typical workflow of analysts launching an analytic, waiting for it to complete, inspecting the results, and then re-Iaunching the computation with adjusted parameters is not realistic for many real-world tasks. This paper presents an alternative workflow...	false	false	[ "Charles D. Stolper", "Adam Perer", "David Gotz" ]	[]	[]	[]
VAST	2,014	Run Watchers: Automatic Simulation-Based Decision Support in Flood Management	10.1109/TVCG.2014.2346930	In this paper, we introduce a simulation-based approach to design protection plans for flood events. Existing solutions require a lot of computation time for an exhaustive search, or demand for a time-consuming expert supervision and steering. We present a faster alternative based on the automated control of multiple p...	false	false	[ "Artem Konev", "Jürgen Waser", "Bernhard Sadransky", "Daniel Cornel", "Rui A. P. Perdigão", "Zsolt Horváth", "M. Eduard Gröller" ]	[]	[]	[]
VAST	2,014	Serendip: Topic Model-Driven Visual Exploration of Text Corpora	10.1109/VAST.2014.7042493	Exploration and discovery in a large text corpus requires investigation at multiple levels of abstraction, from a zoomed-out view of the entire corpus down to close-ups of individual passages and words. At each of these levels, there is a wealth of information that can inform inquiry - from statistical models, to metad...	false	false	[ "Eric C. Alexander", "Joe Kohlmann", "Robin Valenza", "Michael Witmore", "Michael Gleicher" ]	[]	[]	[]
VAST	2,014	Supporting Communication and Coordination in Collaborative Sensemaking	10.1109/TVCG.2014.2346573	When people work together to analyze a data set, they need to organize their findings, hypotheses, and evidence, share that information with their collaborators, and coordinate activities amongst team members. Sharing externalizations (recorded information such as notes) could increase awareness and assist with team co...	false	false	[ "Narges Mahyar", "Melanie Tory" ]	[ "BP" ]	[]	[]
VAST	2,014	The Spinel Explorer - Interactive Visual Analysis of Spinel Group Minerals	10.1109/TVCG.2014.2346754	Geologists usually deal with rocks that are up to several thousand million years old. They try to reconstruct the tectonic settings where these rocks were formed and the history of events that affected them through the geological time. The spinel group minerals provide useful information regarding the geological enviro...	false	false	[ "Maria Luján Ganuza", "Gabriela Ferracutti", "Maria Florencia Gargiulo", "Silvia Mabel Castro", "Ernesto A. Bjerg", "M. Eduard Gröller", "Kresimir Matkovic" ]	[]	[]	[]
VAST	2,014	TopicPanorama: A Full Picture of Relevant Topics	10.1109/VAST.2014.7042494	We present a visual analytics approach to developing a full picture of relevant topics discussed in multiple sources such as news, blogs, or micro-blogs. The full picture consists of a number of common topics among multiple sources as well as distinctive topics. The key idea behind our approach is to jointly match the ...	false	false	[ "Shixia Liu", "Xiting Wang", "Jianfei Chen 0001", "Jim Zhu", "Baining Guo" ]	[]	[]	[]
VAST	2,014	Towards Interactive, Intelligent, and Integrated Multimedia Analytics	10.1109/VAST.2014.7042476	The size and importance of visual multimedia collections grew rapidly over the last years, creating a need for sophisticated multimedia analytics systems enabling large-scale, interactive, and insightful analysis. These systems need to integrate the human's natural expertise in analyzing multimedia with the machine's a...	false	false	[ "Jan Zahálka", "Marcel Worring" ]	[]	[]	[]
VAST	2,014	Transforming Scagnostics to Reveal Hidden Features	10.1109/TVCG.2014.2346572	Scagnostics (Scatterplot Diagnostics) were developed by Wilkinson et al. based on an idea of Paul and John Tukey, in order to discern meaningful patterns in large collections of scatterplots. The Tukeys' original idea was intended to overcome the impediments involved in examining large scatterplot matrices (multiplicit...	false	false	[ "Tommy Dang", "Leland Wilkinson" ]	[]	[]	[]
VAST	2,014	Using Visualizations to Monitor Changes and Harvest Insights from a Global-Scale Logging Infrastructure at Twitter	10.1109/VAST.2014.7042487	Logging user activities is essential to data analysis for internet products and services. Twitter has built a unified logging infrastructure that captures user activities across all clients it owns, making it one of the largest datasets in the organization. This paper describes challenges and opportunities in applying ...	false	false	[ "Krist Wongsuphasawat", "Jimmy Lin" ]	[]	[]	[]
VAST	2,014	VAET: A Visual Analytics Approach for E-Transactions Time-Series	10.1109/TVCG.2014.2346913	Previous studies on E-transaction time-series have mainly focused on finding temporal trends of transaction behavior. Interesting transactions that are time-stamped and situation-relevant may easily be obscured in a large amount of information. This paper proposes a visual analytics system, Visual Analysis of E-transac...	false	false	[ "Cong Xie", "Wei Chen 0001", "Xinxin Huang", "Yueqi Hu", "Scott Barlowe", "Jing Yang 0001" ]	[]	[]	[]
VAST	2,014	VarifocalReader -- In-Depth Visual Analysis of Large Text Documents	10.1109/TVCG.2014.2346677	Interactive visualization provides valuable support for exploring, analyzing, and understanding textual documents. Certain tasks, however, require that insights derived from visual abstractions are verified by a human expert perusing the source text. So far, this problem is typically solved by offering overview-detail ...	false	false	[ "Steffen Koch 0001", "Markus John", "Michael Wörner 0001", "Andreas Müller 0012", "Thomas Ertl" ]	[]	[]	[]
VAST	2,014	VASA: Interactive Computational Steering of Large Asynchronous Simulation Pipelines for Societal Infrastructure	10.1109/TVCG.2014.2346911	We present VASA, a visual analytics platform consisting of a desktop application, a component model, and a suite of distributed simulation components for modeling the impact of societal threats such as weather, food contamination, and traffic on critical infrastructure such as supply chains, road networks, and power gr...	false	false	[ "Sungahn Ko", "Jieqiong Zhao", "Jing Xia", "Shehzad Afzal", "Derek Xiaoyu Wang", "Greg Abram", "Niklas Elmqvist", "Len Kne", "David Van Riper", "Kelly P. Gaither", "Shaun Kennedy", "William J. Tolone", "William Ribarsky", "David S. Ebert" ]	[]	[]	[]
VAST	2,014	Vismate: Interactive Visual Analysis of Station-Based Observation Data on Climate Changes	10.1109/VAST.2014.7042489	We present a new approach to visualizing the climate data of multi-dimensional, time-series, and geo-related characteristics. Our approach integrates three new highly interrelated visualization techniques, and uses the same input data types as in the traditional model-based analysis methods. As the main visualization v...	false	false	[ "Jie Li 0006", "Kang Zhang 0001", "Zhaopeng Meng" ]	[]	[]	[]

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