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train · 6.09k 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 24	Award listlengths 0 2	Resources listlengths 0 5	ResourceLinks listlengths 0 10
EuroVis	2,022	Level of Detail Exploration of Electronic Transition Ensembles using Hierarchical Clustering	10.1111/cgf.14544	We present a pipeline for the interactive visual analysis and exploration of molecular electronic transition ensembles. Each ensemble member is specified by a molecular configuration, the charge transfer between two molecular states, and a set of physical properties. The pipeline is targeted towards theoretical chemist...	false	false	[ "Signe Sidwall Thygesen", "Talha Bin Masood", "Mathieu Linares", "Vijay Natarajan", "Ingrid Hotz" ]	[]	[]	[]
EuroVis	2,022	Leveraging Analysis History for Improved In Situ Visualization Recommendation	10.1111/cgf.14529	Existing visualization recommendation systems commonly rely on a single snapshot of a dataset to suggest visualizations to users. However, exploratory data analysis involves a series of related interactions with a dataset over time rather than one‐off analytical steps. We present Solas, a tool that tracks the history o...	false	false	[ "Will Epperson", "Doris Jung Lin Lee", "Leijie Wang", "Kunal Agarwal", "Aditya G. Parameswaran", "Dominik Moritz", "Adam Perer" ]	[]	[]	[]
EuroVis	2,022	LineageD: An Interactive Visual System for Plant Cell Lineage Assignments based on Correctable Machine Learning	10.1111/cgf.14533	We describe LineageD—a hybrid web‐based system to predict, visualize, and interactively adjust plant embryo cell lineages. Currently, plant biologists explore the development of an embryo and its hierarchical cell lineage manually, based on a 3D dataset that represents the embryo status at one point in time. This human...	false	false	[ "Jiayi Hong", "Alain Trubuil", "Tobias Isenberg 0001" ]	[]	[]	[]
EuroVis	2,022	LMFingerprints: Visual Explanations of Language Model Embedding Spaces through Layerwise Contextualization Scores	10.1111/cgf.14541	Language models, such as BERT, construct multiple, contextualized embeddings for each word occurrence in a corpus. Understanding how the contextualization propagates through the model's layers is crucial for deciding which layers to use for a specific analysis task. Currently, most embedding spaces are explained by pro...	false	false	[ "Rita Sevastjanova", "Aikaterini-Lida Kalouli", "Christin Beck", "Hanna Hauptmann", "Mennatallah El-Assady" ]	[]	[]	[]
EuroVis	2,022	LOOPS: LOcally Optimized Polygon Simplification	10.1111/cgf.14546	Displaying polygonal vector data is essential in various application scenarios such as geometry visualization, vector graphics rendering, CAD drawing and in particular geographic, or cartographic visualization. Dealing with static polygonal datasets that has a large scale and are highly detailed poses several challenge...	false	false	[ "Alireza Amiraghdam", "Alexandra Diehl", "Renato Pajarola" ]	[]	[]	[]
EuroVis	2,022	Misinformed by Visualization: What Do We Learn From Misinformative Visualizations?	10.1111/cgf.14559	Data visualization is powerful in persuading an audience. However, when it is done poorly or maliciously, a visualization may become misleading or even deceiving. Visualizations give further strength to the dissemination of misinformation on the Internet. The visualization research community has long been aware of visu...	false	false	[ "Leo Yu-Ho Lo", "Ayush Gupta", "Kento Shigyo", "Aoyu Wu", "Enrico Bertini", "Huamin Qu" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2204.09548v1", "icon": "paper" } ]
EuroVis	2,022	Mobile and Multimodal? A Comparative Evaluation of Interactive Workplaces for Visual Data Exploration	10.1111/cgf.14551	Mobile devices are increasingly being used in the workplace. The combination of touch, pen, and speech interaction with mobile devices is considered particularly promising for a more natural experience. However, we do not yet know how everyday work with multimodal data visualizations on a mobile device differs from wor...	false	false	[ "Gabriela Molina León", "Michael Lischka", "W. Luo", "Andreas Breiter" ]	[]	[]	[]
EuroVis	2,022	ModelWise: Interactive Model Comparison for Model Diagnosis, Improvement and Selection	10.1111/cgf.14525	Model comparison is an important process to facilitate model diagnosis, improvement, and selection when multiple models are developed for a classification task. It involves careful comparison concerning model performance and interpretation. Current visual analytics solutions often ignore the feature selection process. ...	false	false	[ "Linhao Meng", "Stef van den Elzen", "Anna Vilanova" ]	[]	[]	[]
EuroVis	2,022	Nested Papercrafts for Anatomical and Biological Edutainment	10.1111/cgf.14561	In this paper, we present a new workflow for the computer‐aided generation of physicalizations, addressing Nested configurations in anatomical and biological structures. Physicalizations are an important component of anatomical and biological education and edutainment. However, existing approaches have mainly revolved ...	false	false	[ "Marwin Schindler", "Thorsten Korpitsch", "Renata G. Raidou", "Hsiang-Yun Wu" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2204.10901v1", "icon": "paper" } ]
EuroVis	2,022	Neural Flow Map Reconstruction	10.1111/cgf.14549	In this paper we present a reconstruction technique for the reduction of unsteady flow data based on neural representations of time‐varying vector fields. Our approach is motivated by the large amount of data typically generated in numerical simulations, and in turn the types of data that domain scientists can generate...	false	false	[ "Saroj Sahoo", "Y. Lu", "Matthew Berger" ]	[]	[]	[]
EuroVis	2,022	Of Course it's Political! A Critical Inquiry into Underemphasized Dimensions in Civic Text Visualization	10.1111/cgf.14518	Recent developments in critical information visualization have brought the field's attention to political, feminist, ethical, and rhetorical aspects of data visualization. However, less work has explored the interplay between design decisions and political ramifications—structures of authority, means of representation,...	false	false	[ "Eric P. S. Baumer", "Mahmood Jasim", "Ali Sarvghad", "Narges Mahyar" ]	[ "BP" ]	[]	[]
EuroVis	2,022	Optimizing Grid Layouts for Level-of-Detail Exploration of Large Data Collections	10.1111/cgf.14537	This paper introduces an optimization approach for generating grid layouts from large data collections such that they are amenable to level‐of‐detail presentation and exploration. Classic (flat) grid layouts visually do not scale to large collections, yielding overwhelming numbers of tiny member representations. The pr...	false	false	[ "Steffen Frey" ]	[]	[]	[]
EuroVis	2,022	Reusing Interactive Analysis Workflows	10.1111/cgf.14528	Interactive visual analysis has many advantages, but an important disadvantage is that analysis processes and workflows cannot be easily stored and reused. This is in contrast to code‐based analysis workflows, which can simply be run on updated datasets, and adapted when necessary. In this paper, we introduce methods t...	false	false	[ "Kiran Gadhave", "Zach Cutler", "Alexander Lex" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "https://osf.io/udqjr", "icon": "paper" } ]
EuroVis	2,022	Rich Screen Reader Experiences for Accessible Data Visualization	10.1111/cgf.14519	Current web accessibility guidelines ask visualization designers to support screen readers via basic non‐visual alternatives like textual descriptions and access to raw data tables. But charts do more than summarize data or reproduce tables; they afford interactive data exploration at varying levels of granularity—from...	false	false	[ "Jonathan Zong", "Crystal Lee", "Alan Lundgard", "JiWoong Jang", "Daniel Hajas", "Arvind Satyanarayan" ]	[ "HM" ]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2205.04917v1", "icon": "paper" } ]
EuroVis	2,022	Seeing Through Sounds: Mapping Auditory Dimensions to Data and Charts for People with Visual Impairments	10.1111/cgf.14523	Sonification can be an effective medium for people with visual impairments to understand data in visualizations. However, there are no universal design principles that apply to various charts that encode different data types. Towards generalizable principles, we conducted an exploratory experiment to assess how differe...	false	false	[ "Ruobin Wang", "Crescentia Jung", "Yea-Seul Kim" ]	[]	[]	[]
EuroVis	2,022	SimilarityNet: A Deep Neural Network for Similarity Analysis Within Spatio-temporal Ensembles	10.1111/cgf.14548	Latent feature spaces of deep neural networks are frequently used to effectively capture semantic characteristics of a given dataset. In the context of spatio‐temporal ensemble data, the latent space represents a similarity space without the need of an explicit definition of a field similarity measure. Commonly, these ...	false	false	[ "Karim Huesmann", "Lars Linsen" ]	[]	[]	[]
EuroVis	2,022	Six methods for transforming layered hypergraphs to apply layered graph layout algorithms	10.1111/cgf.14538	Hypergraphs are a generalization of graphs in which edges (hyperedges) can connect more than two vertices—as opposed to ordinary graphs where edges involve only two vertices. Hypergraphs are a fairly common data structure but there is little consensus on how to visualize them. To optimize a hypergraph drawing for reada...	false	false	[ "Sara Di Bartolomeo", "Alexis Pister", "Paolo Buono", "Catherine Plaisant", "Cody Dunne", "Jean-Daniel Fekete" ]	[]	[]	[]
EuroVis	2,022	Streaming Approach to In Situ Selection of Key Time Steps for Time-Varying Volume Data	10.1111/cgf.14542	Key time steps selection, i.e., selecting a subset of most representative time steps, is essential for effective and efficient scientific visualization of large time‐varying volume data. In particular, as computer simulations continue to grow in size and complexity, they often generate output that exceeds both the avai...	false	false	[ "Mengxi Wu", "Yi-Jen Chiang", "Christopher Musco" ]	[]	[]	[]
EuroVis	2,022	SurfNet: Learning Surface Representations via Graph Convolutional Network	10.1111/cgf.14526	For scientific visualization applications, understanding the structure of a single surface (e.g., stream surface, isosurface) and selecting representative surfaces play a crucial role. In response, we propose SurfNet, a graph‐based deep learning approach for representing a surface locally at the node level and globally...	false	false	[ "Jun Han 0010", "Chaoli Wang 0001" ]	[]	[]	[]
EuroVis	2,022	Trends & Opportunities in Visualization for Physiology: A Multiscale Overview	10.1111/cgf.14575	Combining elements of biology, chemistry, physics, and medicine, the science of human physiology is complex and multifaceted. In this report, we offer a broad and multiscale perspective on key developments and challenges in visualization for physiology. Our literature search process combined standard methods with a sta...	false	false	[ "Laura A. Garrison", "Ivan Kolesár", "Ivan Viola", "Helwig Hauser", "Stefan Bruckner" ]	[]	[]	[]
EuroVis	2,022	Urban Rhapsody: Large-scale exploration of urban soundscapes	10.1111/cgf.14534	Noise is one of the primary quality‐of‐life issues in urban environments. In addition to annoyance, noise negatively impacts public health and educational performance. While low‐cost sensors can be deployed to monitor ambient noise levels at high temporal resolutions, the amount of data they produce and the complexity ...	false	false	[ "João Rulff", "Fabio Miranda 0001", "Maryam Hosseini", "Marcos Lage", "Mark Cartwright", "Graham Dove", "Juan Pablo Bello", "Cláudio T. Silva" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2205.13064v1", "icon": "paper" } ]
EuroVis	2,022	Vessel Maps: A Survey of Map-Like Visualizations of the Cardiovascular System	10.1111/cgf.14576	Map‐like visualizations of patient‐specific cardiovascular structures have been applied in numerous medical application contexts. The term map‐like alludes to the characteristics these depictions share with cartographic maps: they show the spatial relations of data attributes from a single perspective, they abstract th...	false	false	[ "Pepe Eulzer", "Monique Meuschke", "Gabriel Mistelbauer", "Kai Lawonn" ]	[]	[]	[]
EuroVis	2,022	VIBE: A Design Space for VIsual Belief Elicitation in Data Journalism	10.1111/cgf.14556	The process of forming, expressing, and updating beliefs from data plays a critical role in data‐driven decision making. Effectively eliciting those beliefs has potential for high impact across a broad set of applications, including increased engagement with data and visualizations, personalizing visualizations, and un...	false	false	[ "Shambhavi Mahajan", "Bonnie Chen", "Alireza Karduni", "Yea-Seul Kim", "Emily Wall" ]	[]	[]	[]
EuroVis	2,022	Visual Analytics of Contact Tracing Policy Simulations During an Emergency Response	10.1111/cgf.14520	Epidemiologists use individual‐based models to (a) simulate disease spread over dynamic contact networks and (b) to investigate strategies to control the outbreak. These model simulations generate complex ‘infection maps’ of time‐varying transmission trees and patterns of spread. Conventional statistical analysis of ou...	false	false	[ "Max Sondag", "Cagatay Turkay", "Kai Xu 0003", "Louise Matthews", "Sibylle Mohr", "Daniel Archambault" ]	[ "HM" ]	[]	[]
EuroVis	2,022	Visual Parameter Selection for Spatial Blind Source Separation	10.1111/cgf.14530	Analysis of spatial multivariate data, i.e., measurements at irregularly‐spaced locations, is a challenging topic in visualization and statistics alike. Such data are inteGral to many domains, e.g., indicators of valuable minerals are measured for mine prospecting. Popular analysis methods, like PCA, often by design do...	false	false	[ "Nikolaus Piccolotto", "Markus Bögl", "Christoph Muehlmann", "Klaus Nordhausen", "Peter Filzmoser", "Silvia Miksch" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2112.08888v2", "icon": "paper" } ]
EuroVis	2,022	Where did my Lines go? Visualizing Missing Data in Parallel Coordinates	10.1111/cgf.14536	We evaluate visualization concepts to represent missing values in parallel coordinates. We focus on the trade‐off between the ability to perceive missing values and the concept's impact on common tasks. For this purpose, we identified three missing value representation concepts: removing line segments where values are ...	false	false	[ "Alex Bäuerle", "Christian van Onzenoodt", "Simon der Kinderen", "Jimmy Johansson Westberg", "Daniel Jönsson", "Timo Ropinski" ]	[]	[]	[]
CHI	2,022	"I See You!": A Design Framework for Interface Cues about Agent Visual Perception from a Thematic Analysis of Videogames	10.1145/3491102.3517699	As artificial agents proliferate, there will be more and more situations in which they must communicate their capabilities to humans, including what they can “see.” Artificial agents have existed for decades in the form of computer-controlled agents in videogames. We analyze videogames in order to not only inspire the ...	false	false	[ "Matthew Rueben", "Matthew Rodney Horrocks", "Jennifer Eleanor Martinez", "Michelle V. Cormier", "Nicolas J. LaLone", "Marlena R. Fraune", "Z. Toups Dugas" ]	[]	[]	[]
CHI	2,022	'Are They Doing Better In The Clinic Or At Home?': Understanding Clinicians' Needs When Visualizing Wearable Sensor Data Used In Remote Gait Assessments For People With Multiple Sclerosis	10.1145/3491102.3501989	Walking impairment is a debilitating symptom of Multiple Sclerosis (MS), a disease affecting 2.8 million people worldwide. While clinicians’ in-person observational gait assessments are important, research suggests that data from wearable sensors can indicate early onset of gait impairment, track patients’ responses to...	false	false	[ "Ayanna Seals", "Giuseppina Pilloni", "Jin Kim", "Raul Sanchez", "John-Ross Rizzo", "Leigh Charvet", "Oded Nov", "Graham Dove" ]	[]	[]	[]
CHI	2,022	'ShishuShurokkha': A Transformative Justice Approach for Combating Child Sexual Abuse in Bangladesh	10.1145/3491102.3517543	The challenge of designing against child sexual abuse becomes more complicated in conservative societies where talking about sex is tabooed. Our mix-method study, comprised of an online survey, five FGDs, and 20 semi-structured interviews in Bangladesh, investigates the common nature, location, and time of the abuse, p...	false	false	[ "Sharifa Sultana", "Sadia Tasnuva Pritha", "Rahnuma Tasnim", "Anik Das", "Rokeya Akter", "Shaid Hasan", "S. M. Raihanul Alam", "Muhammad Ashad Kabir", "Syed Ishtiaque Ahmed" ]	[]	[]	[]
CHI	2,022	A Design Space For Data Visualisation Transformations Between 2D And 3D In Mixed-Reality Environments	10.1145/3491102.3501859	As mixed-reality (MR) technologies become more mainstream, the delineation between data visualisations displayed on screens or other surfaces and those floating in space becomes increasingly blurred. Rather than the choice of using either a 2D surface or the 3D space for visualising data being a dichotomy, we argue tha...	false	false	[ "Benjamin Lee", "Maxime Cordeil", "Arnaud Prouzeau", "Bernhard Jenny", "Tim Dwyer" ]	[ "HM" ]	[]	[]
CHI	2,022	Accessibility for Color Vision Deficiencies: Challenges and Findings of a Large Scale Study on Paper Figures	10.1145/3491102.3502133	We present an exploratory study on the accessibility of images in publications when viewed with color vision deficiencies (CVDs). The study is based on 1,710 images sampled from a visualization dataset (VIS30K) over five years. We simulated four CVDs on each image. First, four researchers (one with a CVD) identified ex...	false	false	[ "Katrin Angerbauer", "Nils Rodrigues", "René Cutura", "Seyda Öney", "Nelusa Pathmanathan", "Cristina Morariu", "Daniel Weiskopf", "Michael Sedlmair" ]	[]	[]	[]
CHI	2,022	Annotating Line Charts for Addressing Deception	10.1145/3491102.3502138	Deceptive visualizations are visualizations that, whether intentionally or not, lead the reader to an understanding of the data which varies from the actual data. Examples of deceptive visualizations can be found in every digital platform, and, despite their widespread use in the wild, there have been limited efforts t...	false	false	[ "Arlen Fan", "Yuxin Ma", "Michelle Mancenido", "Ross Maciejewski" ]	[ "HM" ]	[]	[]
CHI	2,022	AvatAR: An Immersive Analysis Environment for Human Motion Data Combining Interactive 3D Avatars and Trajectories	10.1145/3491102.3517676	Analysis of human motion data can reveal valuable insights about the utilization of space and interaction of humans with their environment. To support this, we present AvatAR, an immersive analysis environment for the in-situ visualization of human motion data, that combines 3D trajectories with virtual avatars showing...	false	false	[ "Patrick Reipschläger", "Frederik Brudy", "Raimund Dachselt", "Justin Matejka", "George W. Fitzmaurice", "Fraser Anderson" ]	[]	[]	[]
CHI	2,022	BikeAR: Understanding Cyclists' Crossing Decision-Making at Uncontrolled Intersections using Augmented Reality	10.1145/3491102.3517560	Cycling has become increasingly popular as a means of transportation. However, cyclists remain a highly vulnerable group of road users. According to accident reports, one of the most dangerous situations for cyclists are uncontrolled intersections, where cars approach from both directions. To address this issue and ass...	false	false	[ "Andrii Matviienko", "Florian Müller 0003", "Dominik Schön", "Paul Seesemann", "Sebastian Günther 0001", "Max Mühlhäuser" ]	[]	[]	[]
CHI	2,022	Cicero: A Declarative Grammar for Responsive Visualization	10.1145/3491102.3517455	Designing responsive visualizations can be cast as applying transformations to a source view to render it suitable for a different screen size. However, designing responsive visualizations is often tedious as authors must manually apply and reason about candidate transformations. We present Cicero, a declarative gramma...	false	false	[ "Hyeok Kim", "Ryan A. Rossi", "Fan Du", "Eunyee Koh", "Shunan Guo", "Jessica Hullman", "Jane Hoffswell" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2203.08314v1", "icon": "paper" } ]
CHI	2,022	Classroom Dandelions: Visualising Participant Position, Trajectory and Body Orientation Augments Teachers' Sensemaking	10.1145/3491102.3517736	Despite the digital revolution, physical space remains the site for teaching and learning embodied knowledge and skills. Both teachers and students must develop spatial competencies to effectively use classroom spaces, enabling fluid verbal and non-verbal interaction. While video permits rich activity capture, it provi...	false	false	[ "Gloria Fernández-Nieto", "Pengcheng An", "Jian Zhao 0010", "Simon Buckingham Shum", "Roberto Martínez Maldonado" ]	[]	[]	[]
CHI	2,022	ComputableViz: Mathematical Operators as a Formalism for Visualisation Processing and Analysis	10.1145/3491102.3517618	Data visualizations are created and shared on the web at an unprecedented speed, raising new needs and questions for processing and analyzing visualizations after they have been generated and digitized. However, existing formalisms focus on operating on a single visualization instead of multiple visualizations, making ...	false	false	[ "Aoyu Wu", "Wai Tong", "Haotian Li 0001", "Dominik Moritz", "Yong Wang 0021", "Huamin Qu" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2204.00856v1", "icon": "paper" } ]
CHI	2,022	CrossData: Leveraging Text-Data Connections for Authoring Data Documents	10.1145/3491102.3517485	Data documents play a central role in recording, presenting, and disseminating data. Despite the proliferation of applications and systems designed to support the analysis, visualization, and communication of data, writing data documents remains a laborious process, requiring a constant back-and-forth between data proc...	false	false	[ "Zhutian Chen", "Haijun Xia" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2310.11639v1", "icon": "paper" } ]
CHI	2,022	Data Every Day: Designing and Living with Personal Situated Visualizations	10.1145/3491102.3517737	We explore the design and utility of situated manual self-tracking visualizations on dedicated displays that integrate data tracking into existing practices and physical environments. Situating self-tracking tools in relevant locations is a promising approach to enable reflection on and awareness of data without needin...	false	false	[ "Nathalie Bressa", "Jo Vermeulen", "Wesley Willett" ]	[]	[]	[]
CHI	2,022	Designing for Knowledge Construction to Facilitate the Uptake of Open Science: Laying out the Design Space	10.1145/3491102.3517450	The uptake of open science resources needs knowledge construction on the side of the readers/receivers of scientific content. The design of technologies surrounding open science resources can facilitate such knowledge construction, but this has not been investigated yet. To do so, we first conducted a scoping review of...	false	false	[ "Leonie Disch", "Angela Fessl", "Viktoria Pammer-Schindler" ]	[]	[]	[]
CHI	2,022	Designing Word Filter Tools for Creator-led Comment Moderation	10.1145/3491102.3517505	Online social platforms centered around content creators often allow comments on content, where creators can then moderate the comments they receive. As creators can face overwhelming numbers of comments, with some of them harassing or hateful, platforms typically provide tools such as word filters for creators to auto...	false	false	[ "Shagun Jhaver", "Quan Ze Chen", "Detlef Knauss", "Amy X. Zhang" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2202.08818v1", "icon": "paper" } ]
CHI	2,022	Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis	10.1145/3491102.3502123	Data science is characterized by evolution: since data science is exploratory, results evolve from moment to moment; since it can be collaborative, results evolve as the work changes hands. While existing tools help data scientists track changes in code, they provide less support for understanding the iterative changes...	false	false	[ "April Yi Wang", "Will Epperson", "Robert A. DeLine", "Steven Mark Drucker" ]	[]	[]	[]
CHI	2,022	Do You See What I Hear? - Peripheral Absolute and Relational Visualisation Techniques for Sound Zones	10.1145/3491102.3501938	Sound zone technology allows multiple simultaneous sound experiences for multiple people in the same room without interference. However, given the inherent invisible and intangible nature of sound zones, it is unclear how to communicate the position and size of sound zones to users. This paper compares two visualisatio...	false	false	[ "Rune Møberg Jacobsen", "Niels van Berkel", "Mikael B. Skov", "Stine S. Johansen", "Jesper Kjeldskov" ]	[]	[]	[]
CHI	2,022	Do You See What You Mean? Using Predictive Visualizations to Reduce Optimism in Duration Estimates	10.1145/3491102.3502010	Making time estimates, such as how long a given task might take, frequently leads to inaccurate predictions because of an optimistic bias. Previous attempts to alleviate this bias, including decomposing the task into smaller components and listing potential surprises, have not shown any major improvement. This article ...	false	false	[ "Morgane Koval", "Yvonne Jansen" ]	[ "HM" ]	[]	[]
CHI	2,022	FluidMeet: Enabling Frictionless Transitions Between In-Group, Between-Group, and Private Conversations During Virtual Breakout Meetings	10.1145/3491102.3517558	People often form small conversation groups during physical gatherings to have ad-hoc and informal conversations. As these groups are loosely defined, others can often overhear and join the conversation. However, current video-conferencing tools only allow for strict boundaries between small conversation groups, inhibi...	false	false	[ "Erzhen Hu", "Md. Aashikur Rahman Azim", "Seongkook Heo" ]	[]	[]	[]
CHI	2,022	GANSlider: How Users Control Generative Models for Images using Multiple Sliders with and without Feedforward Information	10.1145/3491102.3502141	We investigate how multiple sliders with and without feedforward visualizations influence users’ control of generative models. In an online study (N=138), we collected a dataset of people interacting with a generative adversarial network (StyleGAN2) in an image reconstruction task. We found that more control dimensions...	false	false	[ "Hai Dang", "Lukas Mecke", "Daniel Buschek" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2202.00965v1", "icon": "paper" } ]
CHI	2,022	graphiti: Sketch-based Graph Analytics for Images and Videos	10.1145/3491102.3501923	Graph analytics is currently performed using a combination of code, symbolic algebra, and network visualizations. The analyst has to work with symbolic and abstract forms of data to construct and analyze graphs. We locate unique design opportunities at the intersection of computer vision and graph analytics, by utilizi...	false	false	[ "Nazmus Saquib", "Faria Huq", "Syed Arefinul Haque" ]	[]	[]	[]
CHI	2,022	HAExplorer: Understanding Interdependent Biomechanical Motions with Interactive Helical Axes	10.1145/3491102.3501841	The helical axis is a common tool used in biomechanical modeling to parameterize the motion of rigid objects. It encodes an object’s rotation around and translation along a unique axis. Visualizations of helical axes have helped to make kinematic data tangible. However, the analysis process often remains tedious, espec...	false	false	[ "Pepe Eulzer", "Robert Rockenfeller", "Kai Lawonn" ]	[]	[]	[]
CHI	2,022	i-LaTeX : Manipulating Transitional Representations between LaTeX Code and Generated Documents	10.1145/3491102.3517494	Document description languages such as LaTeX are used extensively to author scientific and technical documents, but editing them is cumbersome: code-based editors only provide generic features, while WYSIWYG interfaces only support a subset of the language. Our interviews with 11 LaTeX users highlighted their difficult...	false	false	[ "Camille Gobert", "Michel Beaudouin-Lafon" ]	[]	[]	[]
CHI	2,022	Infosonics: Accessible Infographics for People who are Blind using Sonification and Voice	10.1145/3491102.3517465	Data visualisations are increasingly used online to engage readers and enable independent analysis of the data underlying news stories. However, access to such infographics is problematic for readers who are blind or have low vision (BLV). Equitable access to information is a basic human right and essential for indepen...	false	false	[ "Leona M. Holloway", "Cagatay Goncu", "Alon Ilsar", "Matthew Butler 0002", "Kim Marriott" ]	[]	[]	[]
CHI	2,022	Interpolating Happiness: Understanding the Intensity Gradations of Face Emojis Across Cultures	10.1145/3491102.3517661	We frequently utilize face emojis to express emotions in digital communication. But how wholly and precisely do such pictographs sample the emotional spectrum, and are there gaps to be closed? Our research establishes emoji intensity scales for seven basic emotions: happiness, anger, disgust, sadness, shock, annoyance,...	false	false	[ "Andrey Krekhov", "Katharina Emmerich", "Johannes Fuchs 0001", "Jens Harald Krüger" ]	[]	[]	[]
CHI	2,022	Investigating Potentials of Shape-Changing Displays for Sound Zones	10.1145/3491102.3517632	In this paper, we investigate the use of shape-change for interaction with sound zones. A core challenge to designing interaction with sound zone systems is to support users’ understanding of the unique spatial properties of sound zones. Shape-changing interfaces present new opportunities for addressing this. We presen...	false	false	[ "Stine S. Johansen", "Timothy Merritt 0001", "Rune Møberg Jacobsen", "Peter Axel Nielsen", "Jesper Kjeldskov" ]	[]	[]	[]
CHI	2,022	Juvenile Graphical Perception: A Comparison between Children and Adults	10.1145/3491102.3501893	Data visualization is pervasive in the lives of children as they encounter graphs and charts in early education and online media. In spite of this prevalence, our guidelines and understanding of how children perceive graphs stem primarily from studies conducted with adults. Previous psychology and education research in...	false	false	[ "Liudas Panavas", "Amy E. Worth", "Tarik Crnovrsanin", "Tejas Sathyamurthi", "Sara Cordes", "Michelle A. Borkin", "Cody Dunne" ]	[]	[]	[]
CHI	2,022	Making Data Tangible: A Cross-disciplinary Design Space for Data Physicalization	10.1145/3491102.3501939	Designing a data physicalization requires a myriad of different considerations. Despite the cross-disciplinary nature of these considerations, research currently lacks a synthesis across the different communities data physicalization sits upon, including their approaches, theories, and even terminologies. To bridge the...	false	false	[ "S. Sandra Bae", "Clement Zheng", "Mary Etta West", "Ellen Yi-Luen Do", "Samuel Huron", "Danielle Albers Szafir" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2202.10520v1", "icon": "paper" } ]
CHI	2,022	Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels	10.1145/3491102.3501823	The confusion matrix, a ubiquitous visualization for helping people evaluate machine learning models, is a tabular layout that compares predicted class labels against actual class labels over all data instances. We conduct formative research with machine learning practitioners at Apple and find that conventional confus...	false	false	[ "Jochen Görtler", "Fred Hohman", "Dominik Moritz", "Kanit Wongsuphasawat", "Donghao Ren", "Rahul Nair", "Marc Kirchner", "Kayur Patel" ]	[ "BP" ]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2110.12536v2", "icon": "paper" } ]
CHI	2,022	One Week in the Future: Previs Design Futuring for HCI Research	10.1145/3491102.3517584	We explore the use of cinematic “pre-visualization” (previs) techniques as a rapid ideation and design futuring method for human computer interaction (HCI) research. Previs approaches, which are widely used in animation and film production, use digital design tools to create medium-fidelity videos that capture richer i...	false	false	[ "Alexander Ivanov 0004", "Tim Au Yeung", "Kathryn Blair", "Kurtis Thorvald Danyluk", "Georgina Freeman", "Marcus Friedel", "Carmen Hull", "Michael Yuk-Shing Hung", "Sydney Pratte", "Wesley Willett" ]	[]	[]	[]
CHI	2,022	Pandemic Displays: Considering Hygiene on Public Touchscreens in the Post-Pandemic Era	10.1145/3491102.3501937	The COVID-19 pandemic created unprecedented questions for touch-based public displays regarding hygiene, risks, and general awareness. We study how people perceive and consider hygiene on shared touchscreens, and how touchscreens could be improved through hygiene-related functions. First, we report the results from an ...	false	false	[ "Ville Mäkelä", "Jonas Winter", "Jasmin Schwab", "Michael Koch 0001", "Florian Alt" ]	[]	[]	[]
CHI	2,022	Paracentral and near-peripheral visualizations: Towards attention-maintaining secondary information presentation on OHMDs during in-person social interactions	10.1145/3491102.3502127	Optical see-through Head-Mounted Displays (OST HMDs, OHMDs) are known to facilitate situational awareness while accessing secondary information. However, information displayed on OHMDs can cause attention shifts, which distract users from natural social interactions. We hypothesize that information displayed in paracen...	false	false	[ "Nuwan Janaka", "Chloe Haigh", "Hyeong Cheol Kim", "Shan Zhang", "Shengdong Zhao" ]	[ "HM" ]	[]	[]
CHI	2,022	Preferences and Effectiveness of Sleep Data Visualizations for Smartwatches and Fitness Bands	10.1145/3491102.3501921	We present the findings of four studies related to the visualization of sleep data on wearables with two form factors: smartwatches and fitness bands. Our goal was to understand the interests, preferences, and effectiveness of different sleep visualizations by form factor. In a survey, we showed that wearers were mostl...	false	false	[ "Alaul Islam", "Ranjini Aravind", "Tanja Blascheck", "Anastasia Bezerianos", "Petra Isenberg" ]	[]	[]	[]
CHI	2,022	Pretty Princess vs. Successful Leader: Gender Roles in Greeting Card Messages	10.1145/3491102.3502114	People write personalized greeting cards on various occasions. While prior work has studied gender roles in greeting card messages, systematic analysis at scale and tools for raising the awareness of gender stereotyping remain under-investigated. To this end, we collect a large greeting card message corpus covering thr...	false	false	[ "Jiao Sun", "Tongshuang Wu", "Yue Jiang", "Ronil Awalegaonkar", "Xi Victoria Lin", "Diyi Yang" ]	[ "HM" ]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2112.13980v1", "icon": "paper" } ]
CHI	2,022	Put a Label On It! Approaches for Constructing and Contextualizing Bar Chart Physicalizations	10.1145/3491102.3501952	Physicalizations represent data through their tangible and material properties. In contrast to screen-based visualizations, there is currently very limited understanding of how to label or annotate physicalizations to support people in interpreting the data encoded by the physicalization. Because of its spatiality, con...	false	false	[ "Kim Sauvé", "Argenis Ramirez Gomez", "Steven Houben" ]	[]	[]	[]
CHI	2,022	Recommendations for Visualization Recommendations: Exploring Preferences and Priorities in Public Health	10.1145/3491102.3501891	The promise of visualization recommendation systems is that analysts will be automatically provided with relevant and high-quality visualizations that will reduce the work of manual exploration or chart creation. However, little research to date has focused on what analysts value in the design of visualization recommen...	false	false	[ "Calvin S. Bao", "Siyao Li", "Sarah G. Flores", "Michael Correll", "Leilani Battle" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2202.01335v1", "icon": "paper" } ]
CHI	2,022	Reflective Spring Cleaning: Using Personal Informatics to Support Infrequent Notification Personalization	10.1145/3491102.3517493	Distracting mobile notifications are a high-profile problem but previous research suggests notification management tools are underused because of the barriers users face in relation to the perceived benefits. We posit that users might be more motivated to personalize if they could view contextual data for how personali...	false	false	[ "Izabelle F. Janzen", "Joanna McGrenere" ]	[]	[]	[]
CHI	2,022	ReLive: Bridging In-Situ and Ex-Situ Visual Analytics for Analyzing Mixed Reality User Studies	10.1145/3491102.3517550	The nascent field of mixed reality is seeing an ever-increasing need for user studies and field evaluation, which are particularly challenging given device heterogeneity, diversity of use, and mobile deployment. Immersive analytics tools have recently emerged to support such analysis in situ, yet the complexity of the ...	false	false	[ "Sebastian Hubenschmid", "Jonathan Wieland", "Daniel Immanuel Fink 0001", "Andrea Batch", "Johannes Zagermann", "Niklas Elmqvist", "Harald Reiterer" ]	[]	[]	[]
CHI	2,022	RoleSeer: Understanding Informal Social Role Changes in MMORPGs via Visual Analytics	10.1145/3491102.3517712	Massively multiplayer online role-playing games create virtual communities that support heterogeneous “social roles” determined by gameplay interaction behaviors under a specific social context. For all social roles, formal roles are pre-defined, obvious, and explicitly ascribed to the people holding the roles, whereas...	false	false	[ "Laixin Xie", "Ziming Wu", "Peng Xu", "Wei Li 0094", "Xiaojuan Ma", "Quan Li" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2210.10698v1", "icon": "paper" } ]
CHI	2,022	Sensitive Pictures: Emotional Interpretation in the Museum	10.1145/3491102.3502080	Museums are interested in designing emotional visitor experiences to complement traditional interpretations. HCI is interested in the relationship between Affective Computing and Affective Interaction. We describe Sensitive Pictures, an emotional visitor experience co-created with the Munch art museum. Visitors choose ...	false	false	[ "Steve Benford", "Anders Sundnes Løvlie", "Karin Ryding", "Paulina Rajkowska", "Edgar Bodiaj", "Dimitrios Paris Darzentas", "Harriet R. Cameron", "Jocelyn Spence", "Joy Egede", "Bogdan Spanjevic" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2203.01041v1", "icon": "paper" } ]
CHI	2,022	Slide-Tone and Tilt-Tone: 1-DOF Haptic Techniques for Conveying Shape Characteristics of Graphs to Blind Users	10.1145/3491102.3517790	We increasingly rely on up-to-date, data-driven graphs to understand our environments and make informed decisions. However, many of the methods blind and visually impaired users (BVI) rely on to access data-driven information do not convey important shape-characteristics of graphs, are not refreshable, or are prohibiti...	false	false	[ "Danyang Fan", "Alexa Fay Siu", "Wing-Sum Adrienne Law", "Raymond Ruihong Zhen", "Sile O'Modhrain", "Sean Follmer" ]	[]	[]	[]
CHI	2,022	Smooth as Steel Wool: Effects of Visual Stimuli on the Haptic Perception of Roughness in Virtual Reality	10.1145/3491102.3517454	Haptic Feedback is essential for lifelike Virtual Reality (VR) experiences. To provide a wide range of matching sensations of being touched or stroked, current approaches typically need large numbers of different physical textures. However, even advanced devices can only accommodate a limited number of textures to rema...	false	false	[ "Sebastian Günther 0001", "Julian Rasch", "Dominik Schön", "Florian Müller 0003", "Martin Schmitz", "Jan Riemann", "Andrii Matviienko", "Max Mühlhäuser" ]	[]	[]	[]
CHI	2,022	STRAIDE: A Research Platform for Shape-Changing Spatial Displays based on Actuated Strings	10.1145/3491102.3517462	We present STRAIDE, a string-actuated interactive display environment that allows to explore the promising potential of shape-changing interfaces for casual visualizations. At the core, we envision a platform that spatially levitates elements to create dynamic visual shapes in space. We conceptualize this type of tangi...	false	false	[ "Severin Engert", "Konstantin Klamka", "Andreas Peetz", "Raimund Dachselt" ]	[]	[]	[]
CHI	2,022	Structure-aware Visualization Retrieval	10.1145/3491102.3502048	With the wide usage of data visualizations, a huge number of Scalable Vector Graphic (SVG)-based visualizations have been created and shared online. Accordingly, there has been an increasing interest in exploring how to retrieve perceptually similar visualizations from a large corpus, since it can benefit various downs...	false	false	[ "Haotian Li 0001", "Yong Wang 0021", "Aoyu Wu", "Huan Wei", "Huamin Qu" ]	[ "HM" ]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2202.05960v1", "icon": "paper" } ]
CHI	2,022	Supporting Accessible Data Visualization Through Audio Data Narratives	10.1145/3491102.3517678	Online data visualizations play an important role in informing public opinion but are often inaccessible to screen reader users. To address the need for accessible data representations on the web that provide direct, multimodal, and up-to-date access to the data, we investigate audio data narratives –which combine text...	false	false	[ "Alexa F. Siu", "Gene S.-H. Kim", "Sile O'Modhrain", "Sean Follmer" ]	[]	[]	[]
CHI	2,022	Supporting Data-Driven Basketball Journalism through Interactive Visualization	10.1145/3491102.3502078	Basketball writers and journalists report on the sport that millions of fans follow and love. However, the recent emergence of pervasive data about the sport and the growth of new forms of sports analytics is changing writers’ jobs. While these writers seek to leverage the data and analytics to create engaging, data-dr...	false	false	[ "Yu Fu", "John T. Stasko" ]	[]	[]	[]
CHI	2,022	Supporting the Contact Tracing Process with WiFi Location Data: Opportunities and Challenges	10.1145/3491102.3517703	Contact tracers assist in containing the spread of highly infectious diseases such as COVID-19 by engaging community members who receive a positive test result in order to identify close contacts. Many contact tracers rely on community member’s recall for those identifications, and face limitations such as unreliable m...	false	false	[ "Kaely Hall", "Dong Whi Yoo", "Wenrui Zhang", "Mehrab Bin Morshed", "Vedant Das Swain", "Gregory D. Abowd", "Munmun De Choudhury", "Alex Endert", "John T. Stasko", "Jennifer G. Kim" ]	[]	[]	[]
CHI	2,022	Symphony: Composing Interactive Interfaces for Machine Learning	10.1145/3491102.3502102	Interfaces for machine learning (ML), information and visualizations about models or data, can help practitioners build robust and responsible ML systems. Despite their benefits, recent studies of ML teams and our interviews with practitioners (n=9) showed that ML interfaces have limited adoption in practice. While exi...	false	false	[ "Alex Bäuerle", "Ángel Alexander Cabrera", "Fred Hohman", "Megan Maher", "David Koski", "Xavier Suau", "Titus Barik", "Dominik Moritz" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2202.08946v1", "icon": "paper" } ]
CHI	2,022	Tangible Globes for Data Visualisation in Augmented Reality	10.1145/3491102.3517715	Head-mounted augmented reality (AR) displays allow for the seamless integration of virtual visualisation with contextual tangible references, such as physical (tangible) globes. We explore the design of immersive geospatial data visualisation with AR and tangible globes. We investigate the “tangible-virtual interplay” ...	false	false	[ "Kadek Ananta Satriadi", "Jim Smiley", "Barrett Ens", "Maxime Cordeil", "Tobias Czauderna", "Benjamin Lee", "Ying Yang", "Tim Dwyer", "Bernhard Jenny" ]	[]	[]	[]
CHI	2,022	Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work	10.1145/3491102.3517615	Creating presentation slides is a critical but time-consuming task for data scientists. While researchers have proposed many AI techniques to lift data scientists’ burden on data preparation and model selection, few have targeted the presentation creation task. Based on the needs identified from a formative study, this...	false	false	[ "Chengbo Zheng", "Dakuo Wang", "April Yi Wang", "Xiaojuan Ma" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2203.11085v3", "icon": "paper" } ]
CHI	2,022	The Pattern is in the Details: An Evaluation of Interaction Techniques for Locating, Searching, and Contextualizing Details in Multivariate Matrix Visualizations	10.1145/3491102.3517673	Matrix visualizations are widely used to display large-scale network, tabular, set, or sequential data. They typically only encode a single value per cell, e.g., through color. However, this can greatly limit the visualizations’ utility when exploring multivariate data, where each cell represents a data point with mult...	false	false	[ "Yalong Yang 0001", "Wenyu Xia", "Fritz Lekschas", "Carolina Nobre", "Robert Krüger", "Hanspeter Pfister" ]	[]	[]	[]
CHI	2,022	Understanding and Designing Avatar Biosignal Visualizations for Social Virtual Reality Entertainment	10.1145/3491102.3517451	Visualizing biosignals can be important for social Virtual Reality (VR), where avatar non-verbal cues are missing. While several biosignal representations exist, designing effective visualizations and understanding user perceptions within social VR entertainment remains unclear. We adopt a mixed-methods approach to des...	false	false	[ "Sueyoon Lee", "Abdallah El Ali", "Maarten W. A. Wijntjes", "Pablo César" ]	[]	[]	[]
CHI	2,022	Understanding Visual Investigation Patterns Through Digital "Field" Observations	10.1145/3491102.3517445	An extensive body of work in visual analytics has examined how users conduct analyses in scientific and academic settings, identifying and categorizing user goals and the actions they undertake to achieve them. However, most of this work has studied the analysis process in simulated or isolated environments, leading to...	false	false	[ "Irene Rae", "Feng Zhou", "Martin Bilsing", "Philipp Bunge" ]	[]	[]	[]
CHI	2,022	VisGuide: User-Oriented Recommendations for Data Event Extraction	10.1145/3491102.3517648	Data exploration systems have become popular tools with which data analysts and others can explore raw data and organize their observations. However, users of such systems who are unfamiliar with their datasets face several challenges when trying to extract data events of interest to them. Those challenges include prog...	false	false	[ "Yu-Rong Cao", "Xiao-Han Li", "Jia-Yu Pan", "Wen-Chieh Lin" ]	[]	[]	[]
CHI	2,022	Visualization Accessibility in the Wild: Challenges Faced by Visualization Designers	10.1145/3491102.3517630	Data visualizations are now widely used across many disciplines. However, many of them are not easily accessible for visually impaired people. In this work, we use three-staged mixed methods to understand the current practice of accessible visualization design for visually impaired people. We analyzed 95 visualizations...	false	false	[ "Shakila Cherise S. Joyner", "Amalia Riegelhuth", "Kathleen Garrity", "Yea-Seul Kim", "Nam Wook Kim" ]	[]	[]	[]
CHI	2,022	Visualizing Instructions for Physical Training: Exploring Visual Cues to Support Movement Learning from Instructional Videos	10.1145/3491102.3517735	Instructional videos for physical training have gained popularity in recent years among sport and fitness practitioners, due to the proliferation of affordable and ubiquitous forms of online training. Yet, learning movement this way poses challenges: lack of feedback and personalised instructions, and having to rely on...	false	false	[ "Alessandra Semeraro", "Laia Turmo Vidal" ]	[]	[]	[]
CHI	2,022	Visualizing Urban Accessibility: Investigating Multi-Stakeholder Perspectives through a Map-based Design Probe Study	10.1145/3491102.3517460	Urban accessibility assessments are challenging: they involve varied stakeholders across decision-making contexts while serving a diverse population of people with disabilities. To better support urban accessibility assessment using data visualizations, we conducted a three-part interview study with 25 participants acr...	false	false	[ "Manaswi Saha", "Siddhant Patil", "Emily Cho", "Evie Yu-Yen Cheng", "Chris Horng", "Devanshi Chauhan", "Rachel Kangas", "Richard McGovern", "Anthony Li", "Jeffrey Heer", "Jon E. Froehlich" ]	[]	[]	[]
CHI	2,022	VoxLens: Making Online Data Visualizations Accessible with an Interactive JavaScript Plug-In	10.1145/3491102.3517431	JavaScript visualization libraries are widely used to create online data visualizations but provide limited access to their information for screen-reader users. Building on prior findings about the experiences of screen-reader users with online data visualizations, we present VoxLens, an open-source JavaScript plug-in ...	false	false	[ "Ather Sharif", "Olivia H. Wang", "Alida T. Muongchan", "Katharina Reinecke", "Jacob O. Wobbrock" ]	[]	[]	[]
Vis	2,021	A Critical Reflection on Visualization Research: Where Do Decision Making Tasks Hide?	10.1109/TVCG.2021.3114813	It has been widely suggested that a key goal of visualization systems is to assist decision making, but is this true? We conduct a critical investigation on whether the activity of decision making is indeed central to the visualization domain. By approaching decision making as a user task, we explore the degree to whic...	false	false	[ "Evanthia Dimara", "John T. Stasko" ]	[]	[ "V" ]	[ { "name": "Fast Forward", "url": "https://youtu.be/UDfr73S95YU", "icon": "video" } ]
Vis	2,021	A Design Space for Applying the Freytag's Pyramid Structure to Data Stories	10.1109/TVCG.2021.3114774	Data stories integrate compelling visual content to communicate data insights in the form of narratives. The narrative structure of a data story serves as the backbone that determines its expressiveness, and it can largely influence how audiences perceive the insights. Freytag's Pyramid is a classic narrative structure...	false	false	[ "Leni Yang", "Xian Xu", "Xingyu Lan", "Ziyan Liu", "Shunan Guo", "Yang Shi 0007", "Huamin Qu", "Nan Cao" ]	[]	[ "V" ]	[ { "name": "Fast Forward", "url": "https://youtu.be/l7mmyofcD8A", "icon": "video" } ]
Vis	2,021	A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces for Clustering	10.1109/TVCG.2021.3114872	Persistence diagrams have been widely used to quantify the underlying features of filtered topological spaces in data visualization. In many applications, computing distances between diagrams is essential; however, computing these distances has been challenging due to the computational cost. In this paper, we propose a...	false	false	[ "Yu Qin", "Brittany Terese Fasy", "Carola Wenk", "Brian Summa" ]	[]	[ "P", "V" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2105.12208v2", "icon": "paper" }, { "name": "Fast Forward", "url": "https://youtu.be/7uGtGV1G7qc", "icon": "video" } ]
Vis	2,021	A Memory Efficient Encoding for Ray Tracing Large Unstructured Data	10.1109/TVCG.2021.3114869	In theory, efficient and high-quality rendering of unstructured data should greatly benefit from modern GPUs, but in practice, GPUs are often limited by the large amount of memory that large meshes require for element representation and for sample reconstruction acceleration structures. We describe a memory-optimized e...	false	false	[ "Ingo Wald", "Nathan Morrical", "Stefan Zellmann" ]	[]	[]	[]
Vis	2,021	A Mixed-Initiative Approach to Reusing Infographic Charts	10.1109/TVCG.2021.3114856	Infographic bar charts have been widely adopted for communicating numerical information because of their attractiveness and memorability. However, these infographics are often created manually with general tools, such as PowerPoint and Adobe Illustrator, and merely composed of primitive visual elements, such as text bl...	false	false	[ "Weiwei Cui", "Jinpeng Wang", "He Huang", "Yun Wang 0012", "Chin-Yew Lin", "Haidong Zhang", "Dongmei Zhang 0001" ]	[]	[]	[]
Vis	2,021	A Visualization Approach for Monitoring Order Processing in E-Commerce Warehouse	10.1109/TVCG.2021.3114878	The efficiency of warehouses is vital to e-commerce. Fast order processing at the warehouses ensures timely deliveries and improves customer satisfaction. However, monitoring, analyzing, and manipulating order processing in the warehouses in real time are challenging for traditional methods due to the sheer volume of i...	false	false	[ "Junxiu Tang", "Yuhua Zhou", "Tan Tang", "Di Weng", "Boyang Xie", "Lingyun Yu 0001", "Huaqiang Zhang", "Yingcai Wu" ]	[]	[ "V" ]	[ { "name": "Fast Forward", "url": "https://youtu.be/GZCKFCVMYFs", "icon": "video" } ]
Vis	2,021	Accessible Visualization via Natural Language Descriptions: A Four-Level Model of Semantic Content	10.1109/TVCG.2021.3114770	Natural language descriptions sometimes accompany visualizations to better communicate and contextualize their insights, and to improve their accessibility for readers with disabilities. However, it is difficult to evaluate the usefulness of these descriptions, and how effectively they improve access to meaningful info...	false	false	[ "Alan Lundgard", "Arvind Satyanarayan" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2110.04406v1", "icon": "paper" } ]
Vis	2,021	AffectiveTDA: Using Topological Data Analysis to Improve Analysis and Explainability in Affective Computing	10.1109/TVCG.2021.3114784	We present an approach utilizing Topological Data Analysis to study the structure of face poses used in affective computing, i.e., the process of recognizing human emotion. The approach uses a conditional comparison of different emotions, both respective and irrespective of time, with multiple topological distance metr...	false	false	[ "Hamza Elhamdadi", "Shaun J. Canavan", "Paul Rosen 0001" ]	[]	[ "P", "V" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2107.08573v2", "icon": "paper" }, { "name": "Fast Forward", "url": "https://youtu.be/KgQhn8BgztQ", "icon": "video" } ]
Vis	2,021	An Automated Approach to Reasoning About Task-Oriented Insights in Responsive Visualization	10.1109/TVCG.2021.3114782	Authors often transform a large screen visualization for smaller displays through rescaling, aggregation and other techniques when creating visualizations for both desktop and mobile devices (i.e., responsive visualization). However, transformations can alter relationships or patterns implied by the large screen view, ...	false	false	[ "Hyeok Kim", "Ryan A. Rossi", "Abhraneel Sarma", "Dominik Moritz", "Jessica Hullman" ]	[]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2107.08141v1", "icon": "paper" } ]
Vis	2,021	An Efficient Dual-Hierarchy t-SNE Minimization	10.1109/TVCG.2021.3114817	t-distributed Stochastic Neighbour Embedding (t-SNE) has become a standard for exploratory data analysis, as it is capable of revealing clusters even in complex data while requiring minimal user input. While its run-time complexity limited it to small datasets in the past, recent efforts improved upon the expensive sim...	false	false	[ "Mark van de Ruit", "Markus Billeter", "Elmar Eisemann" ]	[]	[]	[]
Vis	2,021	An Evaluation-Focused Framework for Visualization Recommendation Algorithms	10.1109/TVCG.2021.3114814	Although we have seen a proliferation of algorithms for recommending visualizations, these algorithms are rarely compared with one another, making it difficult to ascertain which algorithm is best for a given visual analysis scenario. Though several formal frameworks have been proposed in response, we believe this issu...	false	false	[ "Zehua Zeng", "Phoebe Moh", "Fan Du", "Jane Hoffswell", "Tak Yeon Lee", "Sana Malik", "Eunyee Koh", "Leilani Battle" ]	[ "HM" ]	[ "P" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2109.02706v1", "icon": "paper" } ]
Vis	2,021	Attribute-based Explanation of Non-Linear Embeddings of High-Dimensional Data	10.1109/TVCG.2021.3114870	Embeddings of high-dimensional data are widely used to explore data, to verify analysis results, and to communicate information. Their explanation, in particular with respect to the input attributes, is often difficult. With linear projects like PCA the axes can still be annotated meaningfully. With non-linear projecti...	false	false	[ "Jan-Tobias Sohns", "Michaela Schmitt", "Fabian Jirasek", "Hans Hasse", "Heike Leitte" ]	[]	[]	[]
Vis	2,021	Augmenting Sports Videos with VisCommentator	10.1109/TVCG.2021.3114806	Visualizing data in sports videos is gaining traction in sports analytics, given its ability to communicate insights and explicate player strategies engagingly. However, augmenting sports videos with such data visualizations is challenging, especially for sports analysts, as it requires considerable expertise in video ...	false	false	[ "Zhutian Chen", "Shuainan Ye", "Xiangtong Chu", "Haijun Xia", "Hui Zhang 0051", "Huamin Qu", "Yingcai Wu" ]	[ "HM" ]	[ "P", "V" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2306.13491v2", "icon": "paper" }, { "name": "Fast Forward", "url": "https://youtu.be/XyvyPYvd54k", "icon": "video" } ]
Vis	2,021	Automatic Polygon Layout for Primal-Dual Visualization of Hypergraphs	10.1109/TVCG.2021.3114759	N-ary relationships, which relate $N$ entities where $N$ is not necessarily two, can be visually represented as polygons whose vertices are the entities of the relationships. Manually generating a high-quality layout using this representation is labor-intensive. In this paper, we provide an automatic polygon layout gen...	false	false	[ "Botong Qu", "Eugene Zhang", "Yue Zhang 0009" ]	[]	[ "P", "V" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2108.00671v1", "icon": "paper" }, { "name": "Fast Forward", "url": "https://youtu.be/M9siftg-vIc", "icon": "video" } ]
Vis	2,021	Causal Support: Modeling Causal Inferences with Visualizations	10.1109/TVCG.2021.3114824	Analysts often make visual causal inferences about possible data-generating models. However, visual analytics (VA) software tends to leave these models implicit in the mind of the analyst, which casts doubt on the statistical validity of informal visual “insights”. We formally evaluate the quality of causal inferences ...	false	false	[ "Alex Kale", "Yifan Wu", "Jessica Hullman" ]	[ "HM" ]	[ "P", "V" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2107.13485v1", "icon": "paper" }, { "name": "Fast Forward", "url": "https://youtu.be/Tl6gXHw-EvU", "icon": "video" } ]
Vis	2,021	Communicating Visualizations without Visuals: Investigation of Visualization Alternative Text for People with Visual Impairments	10.1109/TVCG.2021.3114846	Alternative text is critical in communicating graphics to people who are blind or have low vision. Especially for graphics that contain rich information, such as visualizations, poorly written or an absence of alternative texts can worsen the information access inequality for people with visual impairments. In this wor...	false	false	[ "Crescentia Jung", "Shubham Mehta", "Atharva Kulkarni", "Yuhang Zhao 0001", "Yea-Seul Kim" ]	[ "HM" ]	[ "P", "V" ]	[ { "name": "Paper Preprint", "url": "http://arxiv.org/pdf/2108.03657v1", "icon": "paper" }, { "name": "Fast Forward", "url": "https://youtu.be/JsS1FfH7J8s", "icon": "video" } ]

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