Split (1)

train · 6.25k rows

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
InfoVis	2,020	Shared Surfaces and Spaces: Collaborative Data Visualisation in a Co-located Immersive Environment	10.1109/TVCG.2020.3030450	Immersive technologies offer new opportunities to support collaborative visual data analysis by providing each collaborator a personal, high-resolution view of a flexible shared visualisation space through a head mounted display. However, most prior studies of collaborative immersive analytics have focused on how group...	false	false	[ "Benjamin Lee", "Xiaoyun Hu", "Maxime Cordeil", "Arnaud Prouzeau", "Bernhard Jenny", "Tim Dwyer" ]	[]	[ "P", "V" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2009.00050v2", "icon": "paper" }, { "name": "Fast Forward", "url": "https://youtu.be/fs4R0N42_MU", "icon": "video" } ]
InfoVis	2,020	ShuttleSpace: Exploring and Analyzing Movement Trajectory in Immersive Visualization	10.1109/TVCG.2020.3030392	We present ShuttleSpace, an immersive analytics system to assist experts in analyzing trajectory data in badminton. Trajectories in sports, such as the movement of players and balls, contain rich information on player behavior and thus have been widely analyzed by coaches and analysts to improve the players' performanc...	false	false	[ "Shuainan Ye", "Zhutian Chen", "Xiangtong Chu", "Yifan Wang", "Siwei Fu", "Lejun Shen", "Kun Zhou", "Yingcai Wu" ]	[]	[]	[]
InfoVis	2,020	SineStream: Improving the Readability of Streamgraphs by Minimizing Sine Illusion Effects	10.1109/TVCG.2020.3030404	In this paper, we propose SineStream, a new variant of streamgraphs that improves their readability by minimizing sine illusion effects. Such effects reflect the tendency of humans to take the orthogonal rather than the vertical distance between two curves as their distance. In SineStream, we connect the readability of...	false	false	[ "Chuan Bu", "Quanjie Zhang", "Qianwen Wang", "Jian Zhang 0070", "Michael Sedlmair", "Oliver Deussen", "Yunhai Wang" ]	[]	[ "V" ]	[ { "name": "Fast Forward", "url": "https://youtu.be/ZWYynQEBKj4", "icon": "video" } ]
InfoVis	2,020	Staged Animation Strategies for Online Dynamic Networks	10.1109/TVCG.2020.3030385	Dynamic networks-networks that change over time-can be categorized into two types: offline dynamic networks, where all states of the network are known, and online dynamic networks, where only the past states of the network are known. Research on staging animated transitions in dynamic networks has focused more on offli...	false	false	[ "Tarik Crnovrsanin", "Shilpika", "Senthil K. Chandrasegaran", "Kwan-Liu Ma" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2009.02005v1", "icon": "paper" } ]
InfoVis	2,020	StructGraphics: Flexible Visualization Design through Data-Agnostic and Reusable Graphical Structures	10.1109/TVCG.2020.3030476	Information visualization research has developed powerful systems that enable users to author custom data visualizations without textual programming. These systems can support graphics-driven practices by bridging lazy data-binding mechanisms with vector-graphics editing tools. Yet, despite their expressive power, visu...	false	false	[ "Theophanis Tsandilas" ]	[]	[ "V" ]	[ { "name": "Fast Forward", "url": "https://youtu.be/1CAfAmzC4z0", "icon": "video" } ]
InfoVis	2,020	Table Scraps: An Actionable Framework for Multi-Table Data Wrangling From An Artifact Study of Computational Journalism	10.1109/TVCG.2020.3030462	For the many journalists who use data and computation to report the news, data wrangling is an integral part of their work. Despite an abundance of literature on data wrangling in the context of enterprise data analysis, little is known about the specific operations, processes, and pain points journalists encounter whi...	false	false	[ "Stephen Kasica", "Charles Berret", "Tamara Munzner" ]	[]	[ "P", "V" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2009.02373v2", "icon": "paper" }, { "name": "Fast Forward", "url": "https://youtu.be/g2gXq1DGULg", "icon": "video" } ]
InfoVis	2,020	The Effectiveness of Interactive Visualization Techniques for Time Navigation of Dynamic Graphs on Large Displays	10.1109/TVCG.2020.3030446	Dynamic networks can be challenging to analyze visually, especially if they span a large time range during which new nodes and edges can appear and disappear. Although it is straightforward to provide interfaces for visualization that represent multiple states of the network (i.e., multiple timeslices) either simultane...	false	false	[ "Alexandra Lee", "Daniel Archambault", "Miguel A. Nacenta" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2008.12747v1", "icon": "paper" } ]
InfoVis	2,020	Towards Modeling Visualization Processes as Dynamic Bayesian Networks	10.1109/TVCG.2020.3030395	Visualization designs typically need to be evaluated with user studies, because their suitability for a particular task is hard to predict. What the field of visualization is currently lacking are theories and models that can be used to explain why certain designs work and others do not. This paper outlines a general f...	false	false	[ "Christian Heine 0002" ]	[]	[]	[]
InfoVis	2,020	Truth or Square: Aspect Ratio Biases Recall of Position Encodings	10.1109/TVCG.2020.3030422	Bar charts are among the most frequently used visualizations, in part because their position encoding leads them to convey data values precisely. Yet reproductions of single bars or groups of bars within a graph can be biased. Curiously, some previous work found that this bias resulted in an overestimation of reproduce...	false	false	[ "Cristina R. Ceja", "Caitlyn M. McColeman", "Cindy Xiong", "Steven Franconeri" ]	[]	[ "P", "V" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2009.06773v1", "icon": "paper" }, { "name": "Fast Forward", "url": "https://youtu.be/YdMBzudK-sA", "icon": "video" } ]
InfoVis	2,020	VisCode: Embedding Information in Visualization Images using Encoder-Decoder Network	10.1109/TVCG.2020.3030343	We present an approach called VisCode for embedding information into visualization images. This technology can implicitly embed data information specified by the user into a visualization while ensuring that the encoded visualization image is not distorted. The VisCode framework is based on a deep neural network. We pr...	false	false	[ "Peiying Zhang", "Chenhui Li", "Changbo Wang" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2009.03817v1", "icon": "paper" } ]
InfoVis	2,020	VisConnect: Distributed Event Synchronization for Collaborative Visualization	10.1109/TVCG.2020.3030366	Tools and interfaces are increasingly expected to be synchronous and distributed to accommodate remote collaboration. Yet, adoption of these techniques for data visualization is low partly because development is difficult: existing collaboration software systems either do not support simultaneous interaction or require...	false	false	[ "Michail Schwab", "David Saffo", "Yixuan Zhang", "Shash Sinha", "Cristina Nita-Rotaru", "James Tompkin 0001", "Cody Dunne", "Michelle Borkin" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "https://osf.io/ut7e6", "icon": "paper" } ]
InfoVis	2,020	Visual Analysis of Discrimination in Machine Learning	10.1109/TVCG.2020.3030471	The growing use of automated decision-making in critical applications, such as crime prediction and college admission, has raised questions about fairness in machine learning. How can we decide whether different treatments are reasonable or discriminatory? In this paper, we investigate discrimination in machine learnin...	false	false	[ "Qianwen Wang", "Zhenhua Xu", "Zhutian Chen", "Yong Wang 0021", "Shixia Liu", "Huamin Qu" ]	[]	[ "P", "V" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2007.15182v2", "icon": "paper" }, { "name": "Fast Forward", "url": "https://youtu.be/-K5ZXfMNLVY", "icon": "video" } ]
InfoVis	2,020	Visual Reasoning Strategies for Effect Size Judgments and Decisions	10.1109/TVCG.2020.3030335	Uncertainty visualizations often emphasize point estimates to support magnitude estimates or decisions through visual comparison. However, when design choices emphasize means, users may overlook uncertainty information and misinterpret visual distance as a proxy for effect size. We present findings from a mixed design ...	false	false	[ "Alex Kale", "Matthew Kay 0001", "Jessica Hullman" ]	[ "BP" ]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2007.14516v3", "icon": "paper" } ]
InfoVis	2,020	What Makes a Data-GIF Understandable?	10.1109/TVCG.2020.3030396	GIFs are enjoying increasing popularity on social media as a format for data-driven storytelling with visualization; simple visual messages are embedded in short animations that usually last less than 15 seconds and are played in automatic repetition. In this paper, we ask the question, “What makes a data-GIF understan...	false	false	[ "Xinhuan Shu", "Aoyu Wu", "Junxiu Tang", "Benjamin Bach", "Yingcai Wu", "Huamin Qu" ]	[]	[ "V" ]	[ { "name": "Fast Forward", "url": "https://youtu.be/vs3iucWl0qI", "icon": "video" } ]
InfoVis	2,020	Zoomless Maps: External Labeling Methods for the Interactive Exploration of Dense Point Sets at a Fixed Map Scale	10.1109/TVCG.2020.3030399	Visualizing spatial data on small-screen devices such as smartphones and smartwatches poses new challenges in computational cartography. The current interfaces for map exploration require their users to zoom in and out frequently. Indeed, zooming and panning are tools suitable for choosing the map extent corresponding ...	false	false	[ "Sven Gedicke", "Annika Bonerath", "Benjamin Niedermann", "Jan-Henrik Haunert" ]	[]	[ "P", "V" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2008.13556v1", "icon": "paper" }, { "name": "Fast Forward", "url": "https://youtu.be/IuMhk8jp54c", "icon": "video" } ]
EuroVis	2,020	A Globally Conforming Lattice Structure for 2D Stress Tensor Visualization	10.1111/cgf.13991	We present a visualization technique for 2D stress tensor fields based on the construction of a globally conforming lattice. Conformity ensures that the lattice edges follow the principal stress directions and the aspect ratio of lattice elements represents the stress anisotropy. Since such a lattice structure cannot b...	false	false	[ "Junpeng Wang", "Jun Wu 0005", "Rüdiger Westermann" ]	[]	[]	[]
EuroVis	2,020	A Survey of Seed Placement and Streamline Selection Techniques	10.1111/cgf.14036	Streamlines are an extensively utilized flow visualization technique for understanding, verifying, and exploring computational fluid dynamics simulations. One of the major challenges associated with the technique is selecting which streamlines to display. Using a large number of streamlines results in dense, cluttered ...	false	false	[ "Sudhanshu Sane", "Roxana Bujack", "Christoph Garth", "Hank Childs" ]	[]	[]	[]
EuroVis	2,020	A Survey on Transit Map Layout - from Design, Machine, and Human Perspectives	10.1111/cgf.14030	Transit maps are designed to present information for using public transportation systems, such as urban railways. Creating a transit map is a time‐consuming process, which requires iterative information selection, layout design, and usability validation, and thus maps cannot easily be customised or updated frequently. ...	false	false	[ "Hsiang-Yun Wu", "Benjamin Niedermann", "Shigeo Takahashi", "Maxwell J. Roberts", "Martin Nöllenburg" ]	[]	[]	[]
EuroVis	2,020	A Visual Analytics Approach to Facilitate Crime Hotspot Analysis	10.1111/cgf.13969	Computer‐based technology has played a significant role in crime prevention over the past 30 years, especially with the popularization of spatial databases and crime mapping systems. Police departments frequently use hotspot analysis to identify regions that should be a priority in receiving preventive resources. Pract...	false	false	[ "Jose Florencio de Queiroz Neto", "Emanuele Marques dos Santos", "Creto Augusto Vidal", "David S. Ebert" ]	[]	[]	[]
EuroVis	2,020	Augmenting Node-Link Diagrams with Topographic Attribute Maps	10.1111/cgf.13987	We propose a novel visualization technique for graphs that are attributed with scalar data. In many scenarios, these attributes (e.g., birth date in a family network) provide ambient context information for the graph structure, whose consideration is important for different visual graph analysis tasks. Graph attributes...	false	false	[ "Reinhold Preiner", "Johanna Schmidt", "Katharina Krösl", "Tobias Schreck", "Gabriel Mistelbauer" ]	[]	[]	[]
EuroVis	2,020	Bombalytics: Visualization of Competition and Collaboration Strategies of Players in a Bomb Laying Game	10.1111/cgf.13965	Competition and collaboration form complex interaction patterns between the agents and objects involved. Only by understanding these interaction patterns, we can reveal the strategies the participating parties applied. In this paper, we study such competition and collaboration behavior for a computer game. Serving as a...	false	false	[ "Shivam Agarwal", "Günter Wallner", "Fabian Beck 0001" ]	[]	[]	[]
EuroVis	2,020	Boxer: Interactive Comparison of Classifier Results	10.1111/cgf.13972	Machine learning practitioners often compare the results of different classifiers to help select, diagnose and tune models. We present Boxer, a system to enable such comparison. Our system facilitates interactive exploration of the experimental results obtained by applying multiple classifiers to a common set of model ...	false	false	[ "Michael Gleicher", "Aditya Barve", "Xinyi Yu", "Florian Heimerl" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2004.07964v1", "icon": "paper" } ]
EuroVis	2,020	Canis: A High-Level Language for Data-Driven Chart Animations	10.1111/cgf.14005	In this paper, we introduce Canis, a high‐level domain‐specific language that enables declarative specifications of data‐driven chart animations. By leveraging data‐enriched SVG charts, its grammar of animations can be applied to the charts created by existing chart construction tools. With Canis, designers can select ...	false	false	[ "T. Ge", "Y. Zhao", "B. Lee", "D. Ren", "B. Chen", "Y. Wang" ]	[]	[]	[]
EuroVis	2,020	Classifier-Guided Visual Correction of Noisy Labels for Image Classification Tasks	10.1111/cgf.13973	Training data plays an essential role in modern applications of machine learning. However, gathering labeled training data is time‐consuming. Therefore, labeling is often outsourced to less experienced users, or completely automated. This can introduce errors, which compromise valuable training data, and lead to subopt...	false	false	[ "Alex Bäuerle", "Heiko Neumann", "Timo Ropinski" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/1808.03114v4", "icon": "paper" } ]
EuroVis	2,020	Co-creating Visualizations: A First Evaluation with Social Science Researchers	10.1111/cgf.13981	Co‐creation is a design method where designers and domain experts work together to develop a product. In this paper, we present and evaluate the use of co‐creation to design a visual information system with social science researchers in order to explore and analyze their data. Co‐creation proposes involving the future ...	false	false	[ "Gabriela Molina León", "Andreas Breiter" ]	[]	[]	[]
EuroVis	2,020	CPU Ray Tracing of Tree-Based Adaptive Mesh Refinement Data	10.1111/cgf.13958	Adaptive mesh refinement (AMR) techniques allow for representing a simulation's computation domain in an adaptive fashion. Although these techniques have found widespread adoption in high‐performance computing simulations, visualizing their data output interactively and without cracks or artifacts remains challenging. ...	false	false	[ "Feng Wang 0013", "Nathan Marshak", "William Usher 0001", "Carsten Burstedde", "Aaron Knoll", "Timo Heister", "Chris R. Johnson 0001" ]	[]	[]	[]
EuroVis	2,020	Data Comets: Designing a Visualization Tool for Analyzing Autonomous Aerial Vehicle Logs with Grounded Evaluation	10.1111/cgf.13994	Autonomous unmanned aerial vehicles are complex systems of hardware, software, and human input. Understanding this complexity is key to their development and operation. Information visualizations already exist for exploring flight logs but comprehensive analyses currently require several disparate and custom tools. Thi...	false	false	[ "David Saffo", "Aristotelis Leventidis", "Twinkle Jain", "Michelle A. Borkin", "Cody Dunne" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2005.06011v1", "icon": "paper" } ]
EuroVis	2,020	DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning	10.1111/cgf.13962	We present DRLViz, a visual analytics interface to interpret the internal memory of an agent (e.g. a robot) trained using deep reinforcement learning. This memory is composed of large temporal vectors updated when the agent moves in an environment and is not trivial to understand due to the number of dimensions, depend...	false	false	[ "Theo Jaunet", "Romain Vuillemot", "Christian Wolf 0001" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/1909.02982v2", "icon": "paper" } ]
EuroVis	2,020	Evaluating Reordering Strategies for Cluster Identification in Parallel Coordinates	10.1111/cgf.14000	The ability to perceive patterns in parallel coordinates plots (PCPs) is heavily influenced by the ordering of the dimensions. While the community has proposed over 30 automatic ordering strategies, we still lack empirical guidance for choosing an appropriate strategy for a given task. In this paper, we first propose a...	false	false	[ "Michael Blumenschein", "Xuan Zhang", "David Pomerenke", "Daniel A. Keim", "Johannes Fuchs 0001" ]	[]	[]	[]
EuroVis	2,020	Extraction of Distinguished Hyperbolic Trajectories for 2D Time-Dependent Vector Field Topology	10.1111/cgf.13982	This paper does two main contributions to 2D time‐dependent vector field topology. First, we present a technique for robust, accurate, and efficient extraction of distinguished hyperbolic trajectories (DHT), the generative structures of 2D time‐dependent vector field topology. It is based on refinement of initial candi...	false	false	[ "Lutz Hofmann", "Filip Sadlo" ]	[]	[]	[]
EuroVis	2,020	Feature Driven Combination of Animated Vector Field Visualizations	10.1111/cgf.13992	Animated visualizations are one of the methods for finding and understanding complex structures of time‐dependent vector fields. Many visualization designs can be used to this end, such as streamlines, vector glyphs, and image‐based techniques. While all such designs can depict any vector field, their effectiveness in ...	false	false	[ "María-Jesús Lobo", "Alexandru C. Telea", "Christophe Hurter" ]	[]	[]	[]
EuroVis	2,020	Fiber Surfaces for many Variables	10.1111/cgf.13983	Scientific visualization deals with increasingly complex data consisting of multiple fields. Typical disciplines generating multivariate data are fluid dynamics, structural mechanics, geology, bioengineering, and climate research. Quite often, scientists are interested in the relation between some of these variables. A...	false	false	[ "Christian Blecha", "Felix Raith", "A. J. Präger", "Thomas Nagel", "Olaf Kolditz", "Jobst Maßmann", "Niklas Röber", "Michael Böttinger", "Gerik Scheuermann" ]	[]	[]	[]
EuroVis	2,020	Fuzzy Contour Trees: Alignment and Joint Layout of Multiple Contour Trees	10.1111/cgf.13985	We describe a novel technique for the simultaneous visualization of multiple scalar fields, e.g. representing the members of an ensemble, based on their contour trees. Using tree alignments, a graph‐theoretic concept similar to edit distance mappings, we identify commonalities across multiple contour trees and leverage...	false	false	[ "Anna Pia Lohfink", "Florian Wetzels", "Jonas Lukasczyk", "Gunther H. Weber", "Christoph Garth" ]	[]	[]	[]
EuroVis	2,020	GTMapLens: Interactive Lens for Geo-Text Data Browsing on Map	10.1111/cgf.13995	Data containing geospatial semantics, such as geotagged tweets, travel blogs, and crime reports, associates natural language texts with geographical locations. This paper presents a lens‐based visual interaction technique, GTMapLens, to flexibly browse the geo‐text data on a map. It allows users to perform dynamic focu...	false	false	[ "Chao Ma 0023", "Ye Zhao 0003", "Shamal Al-Dohuki", "Jing Yang 0001", "Xinyue Ye", "Farah Kamw", "Md. Amiruzzaman" ]	[]	[]	[]
EuroVis	2,020	Hairy Slices II: Depth Cues for Visualizing 3D Streamlines Through Cutting Planes	10.1111/cgf.13960	Visualizing 3D vector fields is challenging because of occlusion problems and the difficulty of providing depth cues that adequately support the perception of direction of flow lines in 3D space. One of the depth cues that has proven most valuable for the perception of other kinds of 3D data, notably 3D networks and 3D...	false	false	[ "Andrew H. Stevens", "Colin Ware", "Thomas Butkiewicz", "David H. Rogers 0001", "Greg Abram" ]	[]	[]	[]
EuroVis	2,020	Infomages: Embedding Data into Thematic Images	10.1111/cgf.14004	Recent studies have indicated that visually embellished charts such as infographics have the ability to engage viewers and positively affect memorability. Fueled by these findings, researchers have proposed a variety of infographic design tools. However, these tools do not cover the entire design space. In this work, w...	false	false	[ "Darius Coelho", "Klaus Mueller 0001" ]	[ "HM" ]	[]	[]
EuroVis	2,020	Knowledge-Assisted Comparative Assessment of Breast Cancer using Dynamic Contrast-Enhanced Magnetic Resonance Imaging	10.1111/cgf.13959	Breast perfusion data are dynamic medical image data that depict perfusion characteristics of the investigated tissue. These data consist of a series of static datasets that are acquired at different time points and aggregated into time intensity curves (TICs) for each voxel. The characteristics of these TICs provide i...	false	false	[ "Kai Nie", "Pascal A. Baltzer", "Bernhard Preim", "Gabriel Mistelbauer" ]	[]	[]	[]
EuroVis	2,020	LOCALIS: Locally-adaptive Line Simplification for GPU-based Geographic Vector Data Visualization	10.1111/cgf.13993	Visualization of large vector line data is a core task in geographic and cartographic systems. Vector maps are often displayed at different cartographic generalization levels, traditionally by using several discrete levels‐of‐detail (LODs). This limits the generalization levels to a fixed and predefined set of LODs, an...	false	false	[ "Alireza Amiraghdam", "Alexandra Diehl", "Renato Pajarola" ]	[ "HM" ]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/1909.05511v2", "icon": "paper" } ]
EuroVis	2,020	Many At Once: Capturing Intentions to Create And Use Many Views At Once In Large Display Environments	10.1111/cgf.13976	This paper describes results from an observational, exploratory study of visual data exploration in a large, multi‐view, flexible canvas environment. Participants were provided with a set of data exploration sub‐tasks associated with a local crime dataset and were instructed to pose questions to a remote mediator who w...	false	false	[ "Jillian Aurisano", "Abhinav Kumar 0002", "Abeer Alsaiari", "Barbara Di Eugenio", "Andrew E. Johnson 0001" ]	[]	[]	[]
EuroVis	2,020	Metro Maps on Octilinear Grid Graphs	10.1111/cgf.13986	Schematic transit maps (often called “metro maps” in the literature) are important to produce comprehensible visualizations of complex public transit networks. In this work, we investigate the problem of automatically drawing such maps on an octilinear grid with an arbitrary (but optimal) number of edge bends. Our appr...	false	false	[ "Hannah Bast", "Patrick Brosi", "Sabine Storandt" ]	[]	[]	[]
EuroVis	2,020	MotionGlyphs: Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior	10.1111/cgf.13963	Domain experts for collective animal behavior analyze relationships between single animal movers and groups of animals over time and space to detect emergent group properties. A common way to interpret this type of data is to visualize it as a spatio‐temporal network. Collective behavior data sets are often large, and ...	false	false	[ "Eren Cakmak", "Hanna Schäfer", "Juri Buchmüller", "Johannes Fuchs 0001", "Tobias Schreck", "Alex Jordan", "Daniel A. Keim" ]	[]	[]	[]
EuroVis	2,020	Ocupado: Visualizing Location-Based Counts Over Time Across Buildings	10.1111/cgf.13968	Understanding how spaces in buildings are being used is vital for optimizing space utilization, for improving resource allocation, and for the design of new facilities. We present a multi‐year design study that resulted in Ocupado, a set of visual decision‐support tools centered around occupancy data for stakeholders i...	false	false	[ "Michael Oppermann", "Tamara Munzner" ]	[]	[]	[]
EuroVis	2,020	Orchard: Exploring Multivariate Heterogeneous Networks on Mobile Phones	10.1111/cgf.13967	People are becoming increasingly sophisticated in their ability to navigate information spaces using search, hyperlinks, and visualization. But, mobile phones preclude the use of multiple coordinated views that have proven effective in the desktop environment (e.g., for business intelligence or visual analytics). In th...	false	false	[ "Philipp Eichmann", "Darren Edge", "Nathan Evans", "Bongshin Lee", "Matthew Brehmer", "Christopher M. White" ]	[]	[]	[]
EuroVis	2,020	PAVED: Pareto Front Visualization for Engineering Design	10.1111/cgf.13990	Design problems in engineering typically involve a large solution space and several potentially conflicting criteria. Selecting a compromise solution is often supported by optimization algorithms that compute hundreds of Pareto‐optimal solutions, thus informing a decision by the engineer. However, the complexity of eva...	false	false	[ "Lena Cibulski", "Hubert Mitterhofer", "Thorsten May", "Jörn Kohlhammer" ]	[]	[]	[]
EuroVis	2,020	Peax : Interactive Visual Pattern Search in Sequential Data Using Unsupervised Deep Representation Learning	10.1111/cgf.13971	We present Peax, a novel feature‐based technique for interactive visual pattern search in sequential data, like time series or data mapped to a genome sequence. Visually searching for patterns by similarity is often challenging because of the large search space, the visual complexity of patterns, and the user's percept...	false	false	[ "Fritz Lekschas", "Brant Peterson", "Daniel Haehn", "Eric Ma", "Nils Gehlenborg", "Hanspeter Pfister" ]	[ "BP" ]	[]	[]
EuroVis	2,020	Phase Space Projection of Dynamical Systems	10.1111/cgf.13978	Dynamical systems are commonly used to describe the state of time‐dependent systems. In many engineering and control problems, the state space is high‐dimensional making it difficult to analyze and visualize the behavior of the system for varying input conditions. We present a novel dimensionality reduction technique t...	false	false	[ "Nemanja Bartolovic", "Markus Gross 0001", "Tobias Günther" ]	[ "HM" ]	[]	[]
EuroVis	2,020	Privacy-Preserving Data Visualization: Reflections on the State of the Art and Research Opportunities	10.1111/cgf.14032	Preservation of data privacy and protection of sensitive information from potential adversaries constitute a key socio‐technical challenge in the modern era of ubiquitous digital transformation. Addressing this challenge needs analysis of multiple factors: algorithmic choices for balancing privacy and loss of utility, ...	false	false	[ "Kaustav Bhattacharjee", "Min Chen 0001", "Aritra Dasgupta" ]	[]	[]	[]
EuroVis	2,020	Quantitative Comparison of Time-Dependent Treemaps	10.1111/cgf.13989	Rectangular treemaps are often the method of choice to visualize large hierarchical datasets. Nowadays such datasets are available over time, hence there is a need for (a) treemaps that can handle time‐dependent data, and (b) corresponding quality criteria that cover both a treemap's visual quality and its stability ov...	false	false	[ "Eduardo Faccin Vernier", "Max Sondag", "João Luiz Dihl Comba", "Bettina Speckmann", "Alexandru C. Telea", "Kevin Verbeek" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/1906.06014v2", "icon": "paper" } ]
EuroVis	2,020	Quantitative Evaluation of Time-Dependent Multidimensional Projection Techniques	10.1111/cgf.13977	Dimensionality reduction methods are an essential tool for multidimensional data analysis, and many interesting processes can be studied as time‐dependent multivariate datasets. There are, however, few studies and proposals that leverage on the concise power of expression of projections in the context of dynamic/tempor...	false	false	[ "Eduardo Faccin Vernier", "Rafael Garcia", "Iron Prando da Silva", "João Luiz Dihl Comba", "Alexandru C. Telea" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2002.07481v1", "icon": "paper" } ]
EuroVis	2,020	QUESTO: Interactive Construction of Objective Functions for Classification Tasks	10.1111/cgf.13970	Building effective classifiers requires providing the modeling algorithms with information about the training data and modeling goals in order to create a model that makes proper tradeoffs. Machine learning algorithms allow for flexible specification of such meta‐information through the design of the objective function...	false	false	[ "Subhajit Das 0002", "Shenyu Xu", "Michael Gleicher", "Remco Chang", "Alex Endert" ]	[]	[]	[]
EuroVis	2,020	Reading Traces: Scalable Exploration in Elastic Visualizations of Cultural Heritage Data	10.1111/cgf.13964	Through a design study, we develop an approach to data exploration that utilizes elastic visualizations designed to support varying degrees of detail and abstraction. Examining the notions of scalability and elasticity in interactive visualizations, we introduce a visualization of personal reading traces such as margin...	false	false	[ "Mark-Jan Bludau", "Viktoria Brüggemann", "Anna Busch", "Marian Dörk" ]	[]	[]	[]
EuroVis	2,020	Representative Isovalue Detection and Isosurface Segmentation Using Novel Isosurface Measures	10.1111/cgf.13961	Interval volume is the volume of the region between two isosurfaces. This paper proposes a novel measure, called VOA measure, that is computed based on interval volume and isosurface area. This measure represents the rate of change of distance between isosurfaces with respect to isovalue. It can be used to detect repre...	false	false	[ "Cuilan Wang" ]	[]	[]	[]
EuroVis	2,020	Resolving Conflicting Insights in Asynchronous Collaborative Visual Analysis	10.1111/cgf.13997	Analyzing large and complex datasets for critical decision making can benefit from a collective effort involving a team of analysts. However, insights and findings from different analysts are often incomplete, disconnected, or even conflicting. Most existing analysis tools lack proper support for examining and resolvin...	false	false	[ "Jianping Kelvin Li", "Shenyu Xu", "Yecong (Chris) Ye", "Kwan-Liu Ma" ]	[]	[]	[]
EuroVis	2,020	SEEVis: A Smart Emergency Evacuation Plan Visualization System with Data-Driven Shot Designs	10.1111/cgf.13999	Despite the significance of tracking human mobility dynamics in a large‐scale earthquake evacuation for an effective first response and disaster relief, the general understanding of evacuation behaviors remains limited. Numerous individual movement trajectories, disaster damages of civil engineering, associated heterog...	false	false	[ "Quan Li", "Yingjie Liu", "Li Chen", "Xingchao Yang", "Yi Peng", "Xiaoru Yuan", "M. L. L. Wijerathne" ]	[]	[]	[]
EuroVis	2,020	SeqDynamics: Visual Analytics for Evaluating Online Problem-solving Dynamics	10.1111/cgf.13998	Problem‐solving dynamics refers to the process of solving a series of problems over time, from which a student's cognitive skills and non‐cognitive traits and behaviors can be inferred. For example, we can derive a student's learning curve (an indicator of cognitive skill) from the changes in the difficulty level of pr...	false	false	[ "Meng Xia", "Min Xu", "Chuan-En Lin", "Ta Ying Cheng", "Huamin Qu", "Xiaojuan Ma" ]	[]	[]	[]
EuroVis	2,020	Set Streams: Visual Exploration of Dynamic Overlapping Sets	10.1111/cgf.13988	In many applications, membership of set elements changes over time. Since each element can be present in multiple sets, the sets also overlap. As a result, it becomes challenging to visualize the temporal change in set membership of elements across several timesteps while showing individual set intersections. We propos...	false	false	[ "Shivam Agarwal", "Fabian Beck 0001" ]	[]	[]	[]
EuroVis	2,020	Short-Contact Touch-Manipulation of Scatterplot Matrices on Wall Displays	10.1111/cgf.13979	This paper presents a short‐contact multitouch vocabulary for interacting with scatterplot matrices (SPLOMs) on wall‐sized displays. Fling‐based gestures overcome central interaction challenges of such large displays by avoiding long swipes on the typically blunt surfaces, frequent physical navigation by walking for ac...	false	false	[ "Patrick Riehmann", "Gabriela Molina León", "Joshua Reibert", "Florian Echtler", "Bernd Fröhlich 0001" ]	[]	[]	[]
EuroVis	2,020	State of the Art in Time-Dependent Flow Topology: Interpreting Physical Meaningfulness Through Mathematical Properties	10.1111/cgf.14037	We present a state‐of‐the‐art report on time‐dependent flow topology. We survey representative papers in visualization and provide a taxonomy of existing approaches that generalize flow topology from time‐independent to time‐dependent settings. The approaches are classified based upon four categories: tracking of stead...	false	false	[ "Roxana Bujack", "Lin Yan", "Ingrid Hotz", "Christoph Garth", "Bei Wang 0001" ]	[]	[]	[]
EuroVis	2,020	Structure and Empathy in Visual Data Storytelling: Evaluating their Influence on Attitude	10.1111/cgf.13980	In the visualization community, it is often assumed that visual data storytelling increases memorability and engagement, making it more effective at communicating information. However, many assumptions about the efficacy of storytelling in visualization lack empirical evaluation. Contributing to an emerging body of wor...	false	false	[ "Johannes Liem", "Charles Perin", "Jo Wood" ]	[]	[]	[]
EuroVis	2,020	Sublinear Time Force Computation for Big Complex Network Visualization	10.1111/cgf.14003	In this paper, we present a new framework for sublinear time force computation for visualization of big complex graphs. Our algorithm is based on the sampling of vertices for computing repulsion forces and edge sparsification for attraction force computation. More specifically, for vertex sampling, we present three typ...	false	false	[ "Amyra Meidiana", "Seok-Hee Hong 0001", "Marnijati Torkel", "Shijun Cai", "Peter Eades" ]	[]	[]	[]
EuroVis	2,020	Sunspot Plots: Model-based Structure Enhancement for Dense Scatter Plots	10.1111/cgf.14001	Scatter plots are a powerful and well‐established technique for visualizing the relationships between two variables as a collection of discrete points. However, especially when dealing with large and dense data, scatter plots often exhibit problems such as overplotting, making the data interpretation arduous. Density p...	false	false	[ "Thomas Trautner", "Fabian Bolte", "Sergej Stoppel", "Stefan Bruckner" ]	[]	[]	[]
EuroVis	2,020	Survey on Individual Differences in Visualization	10.1111/cgf.14033	Developments in data visualization research have enabled visualization systems to achieve great general usability and application across a variety of domains. These advancements have improved not only people's understanding of data, but also the general understanding of people themselves, and how they interact with vis...	false	false	[ "Zhengliang Liu", "R. Jordan Crouser", "Alvitta Ottley" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2002.07950v2", "icon": "paper" } ]
EuroVis	2,020	Survey on the Analysis of User Interactions and Visualization Provenance	10.1111/cgf.14035	There is fast‐growing literature on provenance‐related research, covering aspects such as its theoretical framework, use cases, and techniques for capturing, visualizing, and analyzing provenance data. As a result, there is an increasing need to identify and taxonomize the existing scholarship. Such an organization of ...	false	false	[ "Kai Xu 0003", "Alvitta Ottley", "Conny Walchshofer", "Marc Streit", "Remco Chang", "John E. Wenskovitch" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "https://osf.io/jux76", "icon": "paper" } ]
EuroVis	2,020	The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations	10.1111/cgf.14034	Machine learning (ML) models are nowadays used in complex applications in various domains, such as medicine, bioinformatics, and other sciences. Due to their black box nature, however, it may sometimes be hard to understand and trust the results they provide. This has increased the demand for reliable visualization too...	false	false	[ "Angelos Chatzimparmpas", "Rafael Messias Martins", "Ilir Jusufi", "Kostiantyn Kucher", "Fabrice Rossi", "Andreas Kerren" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2212.11737v1", "icon": "paper" } ]
EuroVis	2,020	The State of the Art in Map-Like Visualization	10.1111/cgf.14031	Cartographic maps have been shown to provide cognitive benefits when interpreting data in relation to a geographic location. In visualization, the term map‐like describes techniques that incorporate characteristics of cartographic maps in their representation of abstract data. However, the field of map‐like visualizati...	false	false	[ "Marius Hogräfer", "Magnus Heitzler", "Hans-Jörg Schulz" ]	[]	[]	[]
EuroVis	2,020	Understanding the Design Space and Authoring Paradigms for Animated Data Graphics	10.1111/cgf.13974	Creating expressive animated data graphics often requires designers to possess highly specialized programming skills. Alternatively, the use of direct manipulation tools is popular among animation designers, but these tools have limited support for generating graphics driven by data. Our goal is to inform the design of...	false	false	[ "John Thompson 0002", "Zhicheng Liu", "Wilmot Li", "John T. Stasko" ]	[]	[]	[]
EuroVis	2,020	v-plots: Designing Hybrid Charts for the Comparative Analysis of Data Distributions	10.1111/cgf.14002	Comparing data distributions is a core focus in descriptive statistics, and part of most data analysis processes across disciplines. In particular, comparing distributions entails numerous tasks, ranging from identifying global distribution properties, comparing aggregated statistics (e.g., mean values), to the local i...	false	false	[ "Michael Blumenschein", "Luka J. Debbeler", "Nadine C. Lages", "Britta Renner", "Daniel A. Keim", "Mennatallah El-Assady" ]	[]	[]	[]
EuroVis	2,020	VA-TRAC: Geospatial Trajectory Analysis for Monitoring, Identification, and Verification in Fishing Vessel Operations	10.1111/cgf.13966	In order to ensure sustainability, fishing operations are governed by many rules and regulations that restrict the use of certain techniques and equipment, specify the species and size offish that can be harvested, and regulate commercial activities based on licensing schemes. As the world's second largest exporter off...	false	false	[ "S. Storm-Furru", "Stefan Bruckner" ]	[]	[]	[]
EuroVis	2,020	Visual Analysis of the Finite-Time Lyapunov Exponent	10.1111/cgf.13984	In this paper, we present an integrated visual analytics approach to support the parametrization and exploration of flow visualization based on the finite‐time Lyapunov exponent. Such visualization of time‐dependent flow faces various challenges, including the choice of appropriate advection times, temporal regions of ...	false	false	[ "Antoni Sagristà", "Stefan Jordan", "Filip Sadlo" ]	[]	[]	[]
EuroVis	2,020	VisuaLint: Sketchy In Situ Annotations of Chart Construction Errors	10.1111/cgf.13975	Chart construction errors, such as truncated axes or inexpressive visual encodings, can hinder reading a visualization, or worse, imply misleading facts about the underlying data. These errors can be caught by critical readings of visualizations, but readers must have a high level of data and design literacy and must b...	false	false	[ "Aspen K. Hopkins", "Michael Correll", "Arvind Satyanarayan" ]	[]	[]	[]
EuroVis	2,020	Warehouse Vis: A Visual Analytics Approach to Facilitating Warehouse Location Selection for Business Districts	10.1111/cgf.13996	Selecting a proper warehouse location serving to satisfy the demands of the goods from a certain business area is important to a successful retail business. However, the large solution space, uncertain traffic conditions, and varying business preferences impose great challenges on warehouse location selection. Conventi...	false	false	[ "Quan Li", "Qiangqiang Liu", "Chunfeng Tang", "Z. W. Li", "S. C. Wei", "X. R. Peng", "M. H. Zheng", "Tianjian Chen", "Q. Yang" ]	[]	[]	[]
CHI	2,020	A Comparison of Geographical Propagation Visualizations	10.1145/3313831.3376350	Geographical propagation phenomena occur in multiple domains, such as in epidemiology and social media. Propagation dynamics are often complex, and visualizations play a key role in helping subject-matter experts understand and analyze them. However, there is little empirical data about the effectiveness of the various...	false	false	[ "Vanessa Peña Araya", "Anastasia Bezerianos", "Emmanuel Pietriga" ]	[]	[]	[]
CHI	2,020	A Participatory Simulation of the Accountable Capitalism Act	10.1145/3313831.3376326	Interactive computing systems increasingly allow for experimental evaluations of fundamental issues in law, government, and society. In this paper, we describe a participatory simulation of the Accountable Capitalism Act, a bill proposed in 2018 by US Senator Elizabeth Warren. We present findings from an empirical stud...	false	false	[ "Bill Tomlinson", "M. Six Silberman", "Andrew W. Torrance", "Kurt Squire", "Paramdeep S. Atwal", "Ameya N. Mandalik", "Sahil Railkar", "Rebecca W. Black" ]	[]	[]	[]
CHI	2,020	A Probabilistic Grammar of Graphics	10.1145/3313831.3376466	Visualizations depicting probabilities and uncertainty are used everywhere from medical risk communication to machine learning, yet these probabilistic visualizations are difficult to specify, prone to error, and their designs are cumbersome to explore. We propose a Probabilistic Grammar of Graphics (PGoG), an extensio...	false	false	[ "Xiaoying Pu", "Matthew Kay 0001" ]	[ "HM" ]	[]	[]
CHI	2,020	Addressing Cognitive and Emotional Barriers in Parent-Clinician Communication through Behavioral Visualization Webtools	10.1145/3313831.3376181	Effective communication between clinicians and parents of young children with developmental delays can decrease parents' anxiety, help them handle bad news, and improve their adherence to proposed interventions. However, parents have reported dissatisfaction regarding their current communication with clinicians, and th...	false	false	[ "Ha Kyung Kong", "Karrie Karahalios" ]	[]	[]	[]
CHI	2,020	Assessing 2D and 3D Heatmaps for Comparative Analysis: An Empirical Study	10.1145/3313831.3376675	Heatmaps are a popular visualization technique that encode 2D density distributions using color or brightness. Experimental studies have shown though that both of these visual variables are inaccurate when reading and comparing numeric data values. A potential remedy might be to use 3D heatmaps by introducing height as...	false	false	[ "Matthias Kraus 0002", "Katrin Angerbauer", "Juri Buchmüller", "Daniel Schweitzer", "Daniel A. Keim", "Michael Sedlmair", "Johannes Fuchs 0001" ]	[]	[]	[]
CHI	2,020	Augmenting Static Visualizations with PapARVis Designer	10.1145/3313831.3376436	This paper presents an authoring environment for augmenting static visualizations with virtual content in augmented reality.Augmenting static visualizations can leverage the best of both physical and digital worlds, but its creation currently involves different tools and devices, without any means to explicitly design ...	false	false	[ "Zhutian Chen", "Wai Tong", "Qianwen Wang", "Benjamin Bach", "Huamin Qu" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2310.04826v1", "icon": "paper" } ]
CHI	2,020	Automatic Annotation Synchronizing with Textual Description for Visualization	10.1145/3313831.3376443	In this paper, we propose a technique for automatically annotating visualizations according to the textual description. In our approach, visual elements in the target visualization, along with their visual properties, are identified and extracted with a Mask R-CNN model. Meanwhile, the description is parsed to generate...	false	false	[ "Chufan Lai", "Zhixian Lin", "Ruike Jiang", "Yun Han", "Can Liu 0004", "Xiaoru Yuan" ]	[]	[]	[]
CHI	2,020	Awareness, Understanding, and Action: A Conceptual Framework of User Experiences and Expectations about Indoor Air Quality Visualizations	10.1145/3313831.3376521	With the advent of new sensors and technologies, smart devices that monitor the level of indoor air quality (IAQ) are increasingly available to create a healthy home environment. However, little has been studied regarding design principles for effective IAQ visualizations to help better understand and improve IAQ. We a...	false	false	[ "Sunyoung Kim", "Muyang Li" ]	[]	[]	[]
CHI	2,020	Cheat Sheets for Data Visualization Techniques	10.1145/3313831.3376271	This paper introduces the concept of 'cheat sheets' for data visualization techniques, a set of concise graphical explanations and textual annotations inspired by infographics, data comics, and cheat sheets in other domains. Cheat sheets aim to address the increasing need for accessible material that supports a wide au...	false	false	[ "Zezhong Wang 0001", "Lovisa Sundin", "Dave Murray-Rust", "Benjamin Bach" ]	[]	[]	[]
CHI	2,020	COGAM: Measuring and Moderating Cognitive Load in Machine Learning Model Explanations	10.1145/3313831.3376615	Interpretable machine learning models trade -off accuracy for simplicity to make explanations more readable and easier to comprehend. Drawing from cognitive psychology theories in graph comprehension, we formalize readability as visual cognitive chunks to measure and moderate the cognitive load in explanation visualiza...	false	false	[ "Ashraf M. Abdul", "Christian von der Weth", "Mohan S. Kankanhalli", "Brian Y. Lim" ]	[]	[]	[]
CHI	2,020	DataQuilt: Extracting Visual Elements from Images to Craft Pictorial Visualizations	10.1145/3313831.3376172	Recent years have seen an increasing interest in the authoring and crafting of personal visualizations. Mainstream data analysis and authoring tools lack the flexibility for customization and personalization, whereas tools from the research community either require creativity and drawing skills, or are limited to simpl...	false	false	[ "Jiayi Eris Zhang", "Nicole Sultanum", "Anastasia Bezerianos", "Fanny Chevalier" ]	[]	[]	[]
CHI	2,020	Dear Pictograph: Investigating the Role of Personalization and Immersion for Consuming and Enjoying Visualizations	10.1145/3313831.3376348	Much of the visualization literature focuses on assessment of visual representations with regard to their effectiveness for understanding data. In the present work, we instead focus on making data visualization experiences more enjoyable, to foster deeper engagement with data. We investigate two strategies to make visu...	false	false	[ "Hugo Romat", "Nathalie Henry Riche", "Christophe Hurter", "Steven Mark Drucker", "Fereshteh Amini", "Ken Hinckley" ]	[]	[]	[]
CHI	2,020	Debugging Database Queries: A Survey of Tools, Techniques, and Users	10.1145/3313831.3376485	Database management systems (or DBMSs) have been around for decades, and yet are still difficult to use, particularly when trying to identify and fix errors in user programs (or queries). We seek to understand what methods have been proposed to help people debug database queries, and whether these techniques have ultim...	false	false	[ "Sneha Gathani", "Peter Lim", "Leilani Battle" ]	[]	[]	[]
CHI	2,020	Decipher: An Interactive Visualization Tool for Interpreting Unstructured Design Feedback from Multiple Providers	10.1145/3313831.3376380	Feedback from diverse audiences can vary in focus, differ in structure, and contradict each other, making it hard to interpret and act on. While prior work has explored generating quality feedback, our work helps a designer interpret that feedback. Through a formative study with professional designers (N=10), we discov...	false	false	[ "Yu-Chun (Grace) Yen", "Joy O. Kim", "Brian P. Bailey" ]	[]	[]	[]
CHI	2,020	Design Study "Lite" Methodology: Expediting Design Studies and Enabling the Synergy of Visualization Pedagogy and Social Good	10.1145/3313831.3376829	Design studies are frequently used to conduct problem-driven visualization research by working with real-world domain experts. In visualization pedagogy, design studies are often introduced but rarely practiced due to their large time requirements. This limits students to a classroom curriculum, often involving project...	false	false	[ "Uzma Haque Syeda", "Prasanth Murali", "Lisa Roe", "Becca Berkey", "Michelle A. Borkin" ]	[ "BP" ]	[]	[]
CHI	2,020	DFSeer: A Visual Analytics Approach to Facilitate Model Selection for Demand Forecasting	10.1145/3313831.3376866	Selecting an appropriate model to forecast product demand is critical to the manufacturing industry. However, due to the data complexity, market uncertainty and users' demanding requirements for the model, it is challenging for demand analysts to select a proper model. Although existing model selection methods can redu...	false	false	[ "Dong Sun 0001", "Zezheng Feng", "Yuanzhe Chen", "Yong Wang 0021", "Jia Zeng", "Mingxuan Yuan", "Ting-Chuen Pong", "Huamin Qu" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2005.03244v1", "icon": "paper" } ]
CHI	2,020	DoughNets: Visualising Networks Using Torus Wrapping	10.1145/3313831.3376180	We investigate visualisations of networks on a 2-dimensional torus topology, like an opened-up and flattened doughnut. That is, the network is drawn on a rectangular area while "wrapping" specific links around the border. Previous work on torus drawings of networks has been mostly theoretical, limited to certain classe...	false	false	[ "Kun-Ting Chen", "Tim Dwyer", "Kim Marriott", "Benjamin Bach" ]	[]	[]	[]
CHI	2,020	Du Bois Wrapped Bar Chart: Visualizing Categorical Data with Disproportionate Values	10.1145/3313831.3376365	We propose a visualization technique, Du Bois wrapped bar chart, inspired by work of W.E.B Du Bois. Du Bois wrapped bar charts enable better large-to-small bar comparison by wrapping large bars over a certain threshold. We first present two crowdsourcing experiments comparing wrapped and standard bar charts to evaluate...	false	false	[ "Alireza Karduni", "Ryan Wesslen", "Isaac Cho", "Wenwen Dou" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2001.03271v2", "icon": "paper" } ]
CHI	2,020	Dziban: Balancing Agency & Automation in Visualization Design via Anchored Recommendations	10.1145/3313831.3376880	Visualization recommender systems attempt to automate design decisions spanning choices of selected data, transformations, and visual encodings. However, across invocations such recommenders may lack the context of prior results, producing unstable outputs that override earlier design choices. To better balance automat...	false	false	[ "Halden Lin", "Dominik Moritz", "Jeffrey Heer" ]	[]	[]	[]
CHI	2,020	Ecology Meets Computer Science: Designing Tools to Reconcile People, Data, and Practices	10.1145/3313831.3376663	Ecoacoustics draws together computer scientists and ecologists to achieve an understanding of ecosystems and wildlife using acoustic recordings of the environment. Computer scientists are challenged to manage increasingly large datasets while developing analytic and visualisation tools. Ecologists struggle to find and ...	false	false	[ "Kellie Vella", "Jessica L. Oliver", "Tshering Dema", "Margot Brereton", "Paul Roe" ]	[]	[]	[]
CHI	2,020	Embodied Axes: Tangible, Actuated Interaction for 3D Augmented Reality Data Spaces	10.1145/3313831.3376613	We present Embodied Axes, a controller which supports selection operations for 3D imagery and data visualisations in Augmented Reality. The device is an embodied representation of a 3D data space -- each of its three orthogonal arms corresponds to a data axis or domain specific frame of reference. Each axis is composed...	false	false	[ "Maxime Cordeil", "Benjamin Bach", "Andrew Cunningham", "Bastian Montoya", "Ross T. Smith", "Bruce H. Thomas", "Tim Dwyer" ]	[]	[]	[]
CHI	2,020	Evaluating Multivariate Network Visualization Techniques Using a Validated Design and Crowdsourcing Approach	10.1145/3313831.3376381	Visualizing multivariate networks is challenging because of the trade-offs necessary for effectively encoding network topology and encoding the attributes associated with nodes and edges. A large number of multivariate network visualization techniques exist, yet there is little empirical guidance on their respective st...	false	false	[ "Carolina Nobre", "Dylan Wootton", "Lane Harrison", "Alexander Lex" ]	[]	[]	[]
CHI	2,020	Evaluating the Effect of Timeline Shape on Visualization Task Performance	10.1145/3313831.3376237	Timelines are commonly represented on a horizontal line, which is not necessarily the most effective way to visualize temporal event sequences. However, few experiments have evaluated how timeline shape influences task performance. We present the design and results of a controlled experiment run on Amazon Mechanical Tu...	false	false	[ "Sara Di Bartolomeo", "Aditeya Pandey", "Aristotelis Leventidis", "David Saffo", "Uzma Haque Syeda", "Elín Carstensdóttir", "Magy Seif El-Nasr", "Michelle A. Borkin", "Cody Dunne" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2005.06039v1", "icon": "paper" } ]
CHI	2,020	Evaluation of a Financial Portfolio Visualization using Computer Displays and Mixed Reality Devices with Domain Experts	10.1145/3313831.3376556	With the advent of mixed reality devices such as the Microsoft HoloLens, developers have been faced with the challenge to utilize the third dimension in information visualization effectively. Research on stereoscopic devices has shown that three-dimensional representation can improve accuracy in specific tasks (e.g., n...	false	false	[ "Kay Schröder", "Batoul Ajdadilish", "Alexander P. Henkel", "André Calero Valdez" ]	[]	[]	[]
CHI	2,020	FDHelper: Assist Unsupervised Fraud Detection Experts with Interactive Feature Selection and Evaluation	10.1145/3313831.3376140	Online fraud is the well-known dark side of the modern Internet. Unsupervised fraud detection algorithms are widely used to address this problem. However, selecting features, adjusting hyperparameters, evaluating the algorithms, and eliminating false positives all require human expert involvement. In this work, we desi...	false	false	[ "Jiao Sun", "Yin Li", "Charley Chen", "Jihae Lee", "Xin Liu", "Zhongping Zhang", "Ling Huang", "Lei Shi 0002", "Wei Xu 0005" ]	[]	[]	[]
CHI	2,020	From Data to Insights: A Layered Storytelling Approach for Multimodal Learning Analytics	10.1145/3313831.3376148	Significant progress to integrate and analyse multimodal data has been carried out in the last years. Yet, little research has tackled the challenge of visualising and supporting the sensemaking of multimodal data to inform teaching and learning. It is naïve to expect that simply by rendering multiple data streams visu...	false	false	[ "Roberto Martínez Maldonado", "Vanessa Echeverría", "Gloria Fernández-Nieto", "Simon Buckingham Shum" ]	[]	[]	[]
CHI	2,020	Genie in the Bottle: Anthropomorphized Perceptions of Conversational Agents	10.1145/3313831.3376665	This paper presents a qualitative multi-phase study seeking to identify patterns in users' anthropomorphized perceptions of conversational agents. Through a comparative analysis of behavioral perceptions and visual conceptions of three agents - Alexa, Google Assistant, and Siri - we first show that the perceptions of a...	false	false	[ "Anastasia Kuzminykh", "Jenny Sun", "Nivetha Govindaraju", "Jeff Avery", "Edward Lank" ]	[]	[]	[]
CHI	2,020	GoTree: A Grammar of Tree Visualizations	10.1145/3313831.3376297	We present GoTree, a declarative grammar allowing users to instantiate tree visualizations by specifying three aspects: visual elements, layout, and coordinate system. Within the set of all possible tree visualization techniques, we identify a subset of techniques that are both "unit-decomposable" and "axis-decomposabl...	false	false	[ "Guozheng Li 0002", "Min Tian", "Qinmei Xu 0001", "Michael J. McGuffin", "Xiaoru Yuan" ]	[]	[]	[]
CHI	2,020	Heatmaps, Shadows, Bubbles, Rays: Comparing Mid-Air Pen Position Visualizations in Handheld AR	10.1145/3313831.3376848	In Handheld Augmented Reality, users look at AR scenes through the smartphone held in their hand. In this setting, having a mid-air pointing device like a pen in the other hand greatly expands the interaction possibilities. For example, it lets users create 3D sketches and models while on the go. However, perceptual is...	false	false	[ "Philipp Wacker", "Adrian Wagner", "Simon Voelker", "Jan O. Borchers" ]	[]	[]	[]

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