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When David Meets Goliath: Combining Smartwatches with a Large Vertical Display for Visual Data Exploration

Authors:

Sriram Karthik Badam,

Niklas Elmqvist,

Raimund DachseltAuthors Info & Claims

CHI '18: Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems

Paper No.: 19, Pages 1 - 13

https://doi.org/10.1145/3173574.3173593

Published: 19 April 2018 Publication History

Abstract

We explore the combination of smartwatches and a large interactive display to support visual data analysis. These two extremes of interactive surfaces are increasingly popular, but feature different characteristics-display and input modalities, personal/public use, performance, and portability. In this paper, we first identify possible roles for both devices and the interplay between them through an example scenario. We then propose a conceptual framework to enable analysts to explore data items, track interaction histories, and alter visualization configurations through mechanisms using both devices in combination. We validate an implementation of our framework through a formative evaluation and a user study. The results show that this device combination, compared to just a large display, allows users to develop complex insights more fluidly by leveraging the roles of the two devices. Finally, we report on the interaction patterns and interplay between the devices for visual exploration as observed during our study.

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References

[1]

Christopher Andrews, Alex Endert, Beth Yost, and Chris North. 2011. Information visualization on large, high-resolution displays: Issues, challenges, and opportunities. Information Visualization 10, 4 (2011), 341--355.

Digital Library

[2]

Daniel L. Ashbrook, James R. Clawson, Kent Lyons, Thad E. Starner, and Nirmal Patel. 2008. Quickdraw: The Impact of Mobility and On-body Placement on Device Access Time. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 219--222.

Digital Library

[3]

Sriram Karthik Badam, Fereshteh Amini, Niklas Elmqvist, and Pourang Irani. 2016. Supporting Visual Exploration for Multiple Users in Large Display Environments. In Proceedings of the IEEE Conference on Visual Analytics Science and Technology. IEEE, 1--10.

[4]

Sriram Karthik Badam and Niklas Elmqvist. 2017. Visfer: Camera-based visual data transfer for cross-device visualization. Information Visualization (2017). in press.

[5]

Sriram Karthik Badam, Eli Fisher, and Niklas Elmqvist. 2015. Munin: A Peer-to-Peer Middleware for Ubiquitous Analytics and Visualization Spaces. IEEE Transactions on Visualization and Computer Graphics 21, 2 (Feb 2015), 215--228.

Digital Library

[6]

Robert Ball and Chris North. 2007. Realizing embodied interaction for visual analytics through large displays. Computers & Graphics 31, 3 (2007), 380--400.

Digital Library

[7]

Robert Ball, Chris North, and Doug A. Bowman. 2007. Move to Improve: Promoting Physical Navigation to Increase User Performance with Large Displays. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 191--200.

Digital Library

[8]

Till Ballendat, Nicolai Marquardt, and Saul Greenberg. 2010. Proxemic interaction: designing for a proximity and orientation-aware environment. In ACM International Conference on Interactive Tabletops and Surfaces. ACM, 121--130.

Digital Library

[9]

Dominikus Baur, Bongshin Lee, and Sheelagh Carpendale. 2012. TouchWave: Kinetic Multi-touch Manipulation for Hierarchical Stacked Graphs. In Proceedings of the ACM Conference on Interactive Tabletops and Surfaces. ACM, 255--264.

Digital Library

[10]

Anastasia Bezerianos and Petra Isenberg. 2012. Perception of Visual Variables on Tiled Wall-Sized Displays for Information Visualization Applications. IEEE Transactions on Visualization and Computer Graphics 18, 12 (2012), 2516--2525.

Digital Library

[11]

Michael Bostock, Vadim Ogievetsky, and Jeffrey Heer. 2011. D3: Data-Driven Documents. IEEE Transactions on Visualization and Computer Graphics 17, 12 (2011), 2301--2309.

Digital Library

[12]

Lauren Bradel, Alex Endert, Kristen Koch, Christopher Andrews, and Chris North. 2013. Large high resolution displays for co-located collaborative sensemaking: Display usage and territoriality. International Journal of Human-Computer Studies 71, 11 (2013), 1078--1088.

Digital Library

[13]

Matthew Brehmer and Tamara Munzner. 2013. A multi-level typology of abstract visualization tasks. IEEE Transactions on Visualization and Computer Graphics 19, 12 (2013), 2376--2385.

Digital Library

[14]

Frederik Brudy, Steven Houben, Nicolai Marquardt, and Yvonne Rogers. 2016. CurationSpace: Cross-Device Content Curation Using Instrumental Interaction. In Proceedings of the ACM Conference on Interactive Surfaces and Spaces. ACM, 159--168.

Digital Library

[15]

Frederik Brudy, David Ledo, Saul Greenberg, and Andreas Butz. 2014. Is Anyone Looking? Mitigating Shoulder Surfing on Public Displays Through Awareness and Protection. In Proceedings of the International Symposium on Pervasive Displays. ACM, 1:1--1:6.

Digital Library

[16]

Olivier Chapuis, Anastasia Bezerianos, and Stelios Frantzeskakis. 2014. Smarties: an input system for wall display development. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 2763--2772.

Digital Library

[17]

Xiang Chen, Tovi Grossman, Daniel J. Wigdor, and George Fitzmaurice. 2014. Duet: exploring joint interactions on a smart phone and a smart watch. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 159--168.

Digital Library

[18]

Yang Chen. 2017. Visualizing Large Time-series Data on Very Small Screens. In Short Paper Proceedings of the IEEE VGTC/Eurographics Conference on Visualization. The Eurographics Association, 37--41.

[19]

Haeyong Chung, Chris North, Jessica Zeitz Self, Sharon Lynn Chu, and Francis K. H. Quek. 2014. VisPorter: facilitating information sharing for collaborative sensemaking on multiple displays. Personal and Ubiquitous Computing 18, 5 (2014), 1169--1186.

Digital Library

[20]

Steven M. Drucker, Danyel Fisher, Ramik Sadana, Jessica Herron, and m.c. schraefel. 2013. TouchViz: A Case Study Comparing Two Interfaces for Data Analytics on Tablets. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 2301--2310.

Digital Library

[21]

Alex Endert, Christopher Andrews, Yueh Hua Lee, and Chris North. 2011. Visual encodings that support physical navigation on large displays. In Proceedings of Graphics Interface. Canadian Human-Computer Communications Society, 103--110.

Digital Library

[22]

Amir Hossein Hajizadeh, Melanie Tory, and Rock Leung. 2013. Supporting awareness through collaborative brushing and linking of tabular data. IEEE transactions on visualization and computer graphics 19, 12 (2013), 2189--2197.

Digital Library

[23]

Edward T. Hall. 1966. The hidden dimension. (1966).

[24]

Peter Hamilton and Daniel J. Wigdor. 2014. Conductor: enabling and understanding cross-device interaction. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 2773--2782.

Digital Library

[25]

Christian Holz and Patrick Baudisch. 2013. Fiberio: A Touchscreen That Senses Fingerprints. In Proceedings of the ACM Symposium on User Interface Software and Technology. ACM, 41--50.

Digital Library

[26]

Petra Isenberg, Pierre Dragicevic, Wesley Willett, Anastasia Bezerianos, and Jean-Daniel Fekete. 2013. Hybrid-Image Visualization for Large Viewing Environments. IEEE Transactions on Visualization and Computer Graphics 19, 12 (2013), 2346--2355.

Digital Library

[27]

Petra Isenberg, Niklas Elmqvist, Jean Scholtz, Daniel Cernea, Kwan-Liu Ma, and Hans Hagen. 2011. Collaborative visualization: Definition, challenges, and research agenda. Information Visualization 10, 4 (2011), 310--326.

Digital Library

[28]

Mikkel R. Jakobsen and Kasper Hornbæk. 2013. Interactive Visualizations on Large and Small Displays: The Interrelation of Display Size, Information Space, and Scale. IEEE Transactions on Visualization and Computer Graphics 19, 12 (2013), 2336--2345.

Digital Library

[29]

Mikkel R. Jakobsen and Kasper Hornbæk. 2014. Up close and personal. ACM Transactions on Computer-Human Interaction 21, 2 (2014), 1--34.

Digital Library

[30]

Mikkel R. Jakobsen and Kasper Hornbæk. 2015. Is Moving Improving?: Some Effects of Locomotion in Wall-Display Interaction. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 4169--4178.

Digital Library

[31]

Keiko Katsuragawa, Krzysztof Pietroszek, James R. Wallace, and Edward Lank. 2016. Watchpoint: Freehand Pointing with a Smartwatch in a Ubiquitous Display Environment. In Proceedings of the ACM Conference on Advanced Visual Interfaces. ACM, 128--135.

Digital Library

[32]

Jungsoo Kim, Jiasheng He, Kent Lyons, and Thad Starner. 2007. The Gesture Watch: A Wireless Contact-free Gesture based Wrist Interface. In Proceedings of the IEEE Symposium on Wearable Computers. IEEE, 15--22.

Digital Library

[33]

Ulrike Kister, Konstantin Klamka, Christian Tominski, and Raimund Dachselt. 2017. GraSp: Combining Spatially-aware Mobile Devices and a Display Wall for Graph Visualization and Interaction. Computer Graphics Forum 36, 3 (2017).

Digital Library

[34]

Ulrike Kister, Patrick Reipschläger, Fabrice Matulic, and Raimund Dachselt. 2015. BodyLenses: Embodied Magic Lenses and Personal Territories for Wall Displays. In Proceedings of the 2015 ACM International Conference on Interactive Tabletops & Surfaces. ACM, 117--126.

Digital Library

[35]

Ricardo Langner, Tom Horak, and Raimund Dachselt. 2017. VisTiles: Coordinating and Combining Co-located Mobile Devices for Visual Data Exploration. IEEE Transactions on Visualization and Computer Graphics 24, 1 (2017).

[36]

Ricardo Langner, Ulrich von Zadow, Tom Horak, Annett Mitschick, and Raimund Dachselt. 2016. Content Sharing Between Spatially-Aware Mobile Phones and Large Vertical Displays Supporting Collaborative Work. Springer International Publishing, 75--96.

[37]

Gierad Laput, Robert Xiao, Xiang 'Anthony' Chen, Scott E. Hudson, and Chris Harrison. 2014. Skin Buttons: Cheap, Small, Low-powered and Clickable Fixed-icon Laser Projectors. In Proceedings of the ACM Symposium on User Interface Software and Technology. ACM, 389--394.

Digital Library

[38]

Can Liu, Olivier Chapuis, Michel Beaudouin-Lafon, and Eric Lecolinet. 2017. CoReach: Cooperative Gestures for Data Manipulation on Wall-sized Displays. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 6730--6741.

Digital Library

[39]

Can Liu, Olivier Chapuis, Michel Beaudouin-Lafon, Eric Lecolinet, and Wendy E. Mackay. 2014. Effects of display size and navigation type on a classification task. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 4147--4156.

Digital Library

[40]

Narges Mahyar and Melanie Tory. 2014. Supporting communication and coordination in collaborative sensemaking. IEEE transactions on visualization and computer graphics 20, 12 (2014), 1633--1642.

[41]

Nicolai Marquardt and Saul Greenberg. 2012. Informing the Design of Proxemic Interactions. IEEE Pervasive Computing 11, 2 (2012), 14--23.

Digital Library

[42]

Will McGrath, Brian Bowman, David McCallum, Juan David Hincapié-Ramos, Niklas Elmqvist, and Pourang Irani. 2012. Branch-explore-merge: Facilitating Real-time Revision Control in Collaborative Visual Exploration. In Proceedings of the ACM Conference on Interactive Tabletops and Surfaces. ACM, 235--244.

Digital Library

[43]

Sundar Murugappan, Vinayak, Niklas Elmqvist, and Karthik Ramani. 2012. Extended multitouch: recovering touch posture and differentiating users using a depth camera. In Proceedings of the ACM Symposium on User Interface Software and Technology. ACM, 487--496.

Digital Library

[44]

Jerome Pasquero, Scott J. Stobbe, and Noel Stonehouse. 2011. A Haptic Wristwatch for Eyes-free Interactions. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 3257--3266.

Digital Library

[45]

Arnaud Prouzeau, Anastasia Bezerianos, and Olivier Chapuis. 2017. Evaluating Multi-User Selection for Exploring Graph Topology on Wall-Displays. IEEE Transactions on Visualization and Computer Graphics 23, 8 (2017), 1936--1951.

Digital Library

[46]

Khairi Reda, Andrew E. Johnson, Michael E. Papka, and Jason Leigh. 2015. Effects of Display Size and Resolution on User Behavior and Insight Acquisition in Visual Exploration. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 2759--2768.

Digital Library

[47]

Jun Rekimoto. 2001. GestureWrist and GesturePad: unobtrusive wearable interaction devices. In Proceedings of the IEEE International Symposium on Wearable Computers. IEEE, 21--27.

Digital Library

[48]

Jonathan C. Roberts. 2007. State of the Art: Coordinated & Multiple Views in Exploratory Visualization. In Proceedings of the International Conference on Coordinated and Multiple Views in Exploratory Visualization. IEEE, 61--71.

Digital Library

[49]

Ramik Sadana and John Stasko. 2016. Expanding Selection for Information Visualization Systems on Tablet Devices. In Proceedings of the ACM Conference on Interactive Surfaces and Spaces. ACM, 149--158.

Digital Library

[50]

Ben Shneiderman. 1996. The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations. In Proceedings of the IEEE Symposium on Visual Languages. IEEE, 336--343.

Digital Library

[51]

Martin Spindler, Christian Tominski, Heidrun Schumann, and Raimund Dachselt. 2010. Tangible views for information visualization. In Proceedings of the ACM Conference on Interactive Tabletops and Surfaces. ACM, 157--166.

Digital Library

[52]

Matthew Tobiasz, Petra Isenberg, and Sheelagh Carpendale. 2009. Lark: Coordinating Co-located Collaboration with Information Visualization. IEEE Transactions on Visualization and Computer Graphics 15, 6 (2009), 1065--1072.

Digital Library

[53]

Ulrich von Zadow, Wolfgang Büschel, Ricardo Langner, and Raimund Dachselt. 2014. SleeD: Using a Sleeve Display to Interact with Touch-sensitive Display Walls. In Proceedings of the ACM Conference on Interactive Tabletops and Surfaces. ACM, 129--138.

Digital Library

[54]

Ulrich von Zadow, Patrick Reipschläger, Daniel Bösel, Anita Sellent, and Raimund Dachselt. 2016. YouTouch! Low-Cost User Identification at an Interactive Display Wall. In Proceedings of the ACM Conference on Advanced Visual Interfaces. ACM, 144--151.

Digital Library

[55]

Mark Weiser. 1991. The computer for the 21st Century. Scientific American 265, 3 (1991), 94--104.

Digital Library

[56]

Dirk Wenig, Johannes Schöning, Alex Olwal, Mathias Oben, and Rainer Malaka. 2017. WatchThru: Expanding Smartwatch Displays with Mid-air Visuals and Wrist-worn Augmented Reality. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 716--721.

Digital Library

[57]

Gerard Wilkinson, Ahmed Kharrufa, Jonathan Hook, Bradley Pursglove, Gavin Wood, Hendrik Haeuser, Nils Y. Hammerla, Steve Hodges, and Patrick Olivier. 2016. Expressy: Using a Wrist-worn Inertial Measurement Unit to Add Expressiveness to Touch-based Interactions. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 2832--2844.

Digital Library

[58]

Ji Soo Yi, Youn ah Kang, and John Stasko. 2007. Toward a Deeper Understanding of the Role of Interaction in Information Visualization. IEEE Transactions on Visualization and Computer Graphics 13, 6 (2007), 1224--1231.

Digital Library

[59]

Xin Yi, Chun Yu, Weijie Xu, Xiaojun Bi, and Yuanchun Shi. 2017. COMPASS: Rotational Keyboard on Non-Touch Smartwatches. In Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 705--715.

Digital Library

Cited By

Sinaei Hamed MKwan PKlich MAurisano JRajabiyazdi F(2024)The Elephant in the Room: Expert Experiences Designing, Developing and Evaluating Data Visualizations on Large DisplaysProceedings of the ACM on Human-Computer Interaction10.1145/36981398:ISS(301-329)Online publication date: 24-Oct-2024
https://dl.acm.org/doi/10.1145/3698139
Cheng QTian XLiao FChen TChen XWang ZDong YLiu Y(2024)Enhancing Mobile Interaction: Practical Insights from Smartphone and Smartwatch IntegrationAdjunct Proceedings of the 26th International Conference on Mobile Human-Computer Interaction10.1145/3640471.3680451(1-9)Online publication date: 21-Sep-2024
https://dl.acm.org/doi/10.1145/3640471.3680451
While ZBlascheck TGong YIsenberg PSarvghad A(2024)Glanceable Data Visualizations for Older Adults: Establishing Thresholds and Examining Disparities Between Age GroupsProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642776(1-17)Online publication date: 11-May-2024
https://dl.acm.org/doi/10.1145/3613904.3642776
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Index Terms

When David Meets Goliath: Combining Smartwatches with a Large Vertical Display for Visual Data Exploration
1. Human-centered computing
  1. Human computer interaction (HCI)

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cover image ACM Conferences

CHI '18: Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems

April 2018

8489 pages

ISBN:9781450356206

DOI:10.1145/3173574

General Chairs:
Regan Mandryk
University of Saskatchewan, Canada
,
Mark Hancock
University of Waterloo, Canada
,
Program Chairs:
Mark Perry
Brunel University London, UK
,
Anna Cox
University College London, UK

Copyright © 2018 ACM.

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Published: 19 April 2018

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CHI '18 Paper Acceptance Rate 666 of 2,590 submissions, 26%;

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Cited By

Sinaei Hamed MKwan PKlich MAurisano JRajabiyazdi F(2024)The Elephant in the Room: Expert Experiences Designing, Developing and Evaluating Data Visualizations on Large DisplaysProceedings of the ACM on Human-Computer Interaction10.1145/36981398:ISS(301-329)Online publication date: 24-Oct-2024
https://dl.acm.org/doi/10.1145/3698139
Cheng QTian XLiao FChen TChen XWang ZDong YLiu Y(2024)Enhancing Mobile Interaction: Practical Insights from Smartphone and Smartwatch IntegrationAdjunct Proceedings of the 26th International Conference on Mobile Human-Computer Interaction10.1145/3640471.3680451(1-9)Online publication date: 21-Sep-2024
https://dl.acm.org/doi/10.1145/3640471.3680451
While ZBlascheck TGong YIsenberg PSarvghad A(2024)Glanceable Data Visualizations for Older Adults: Establishing Thresholds and Examining Disparities Between Age GroupsProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642776(1-17)Online publication date: 11-May-2024
https://dl.acm.org/doi/10.1145/3613904.3642776
Hoque EIslam M(2024)Natural Language Generation for Visualizations: State of the Art, Challenges and Future DirectionsComputer Graphics Forum10.1111/cgf.15266Online publication date: 30-Oct-2024
https://doi.org/10.1111/cgf.15266
Belkacem ITominski CMédoc NKnudsen SDachselt RGhoniem M(2024)Interactive Visualization on Large High‐Resolution Displays: A SurveyComputer Graphics Forum10.1111/cgf.1500143:6Online publication date: 30-Apr-2024
https://doi.org/10.1111/cgf.15001
León GBezerianos AGladin OIsenberg P(2024)Talk to the Wall: The Role of Speech Interaction in Collaborative Visual AnalyticsIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2024.345633531:1(941-951)Online publication date: 9-Sep-2024
https://dl.acm.org/doi/10.1109/TVCG.2024.3456335
León GIsenberg PBreiter A(2024)Eliciting Multimodal and Collaborative Interactions for Data Exploration on Large Vertical DisplaysIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2023.332315030:2(1624-1637)Online publication date: 1-Feb-2024
https://dl.acm.org/doi/10.1109/TVCG.2023.3323150
Zeng WChen XHou YShao LChu ZChang R(2024)Semi-Automatic Layout Adaptation for Responsive Multiple-View Visualization DesignIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2023.324035630:7(3798-3812)Online publication date: Jul-2024
https://doi.org/10.1109/TVCG.2023.3240356
Xiao YLiu L(2024)User-Defined Interactions for Visual Data Exploration With the Combination of Smartwatch and Large DisplayIEEE Access10.1109/ACCESS.2024.340487612(78657-78679)Online publication date: 2024
https://doi.org/10.1109/ACCESS.2024.3404876
Roth RÇöltekin ADelazari LDenney BMendonça ARicker BShen JStachoň ZWu M(2024)Making maps & visualizations for mobile devices: A research agenda for mobile-first and responsive cartographic designJournal of Location Based Services10.1080/17489725.2023.2251423(1-71)Online publication date: 3-Apr-2024
https://doi.org/10.1080/17489725.2023.2251423
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