Location via proxy:   [ UP ]  
[Report a bug]   [Manage cookies]                
skip to main content
10.1145/3322276.3322303acmconferencesArticle/Chapter ViewAbstractPublication PagesdisConference Proceedingsconference-collections
research-article

Roam-IO: Engaging with People Tracking Data through an Interactive Physical Data Installation

Published: 18 June 2019 Publication History

Abstract

Newly emerging urban IoT infrastructures are enabling novel ways of sensing how urban spaces are being used. However, the data produced by these systems are largely context-agnostic, making it difficult to discern what patterns and anomalies in the data mean. We propose a hybrid data approach that combines the quantitative data collected from an urban IoT sensing infrastructure with qualitative data contributed by people answering specific kinds of questions in situ. We developed a public installation, Roam-io, to entice and encourage the public to walk-up and answer questions to suggest what the data might represent and enrich it with subjective observations. The findings from an in the wild study on the island of Madeira showed that many passers-by stopped and interacted with Roam-io and attempted to make sense of the data and contribute in situ observations.

References

[1]
Mara Balestrini, Tomas Diez, Paul Marshall, Alex Gluhak, and Yvonne Rogers. 2015. IoT Community Technologies: Leaving Users to Their Own Devices or Orchestration of Engagement? Endorsed Transactions on Internet of Things 15, 1.
[2]
Harry Brignull and Yvonne Rogers. 2003. Enticing people to interact with large public displays in public spaces. In Proceedings of INTERACT, 17--24.
[3]
Stuart K. Card, Jock D. Mackinlay, and Ben Shnei-derman (eds.). 1999. Readings in Information Visuali-zation: Using Vision to Think. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA.
[4]
Amir Chaudhry, Jon Crowcroft, Heidi Howard, Amir Chaudhry, Jon Crowcroft, Anil Madhavapeddy, and Richard Mortier. 2015. Personal Data: Thinking Inside the Box.
[5]
Sandy Claes, Karin Slegers, and Andrew Vande Moere. 2016. The Bicycle Barometer: Design and Evaluation of Cyclist-Specific Interaction for a Public Display. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI '16), 5824--5835.
[6]
Tomas Diez and Alex Posada. 2013. The Fab and the Smart City: The Use of Machines and Technology for the City Production by Its Citizens. In Proceedings of the 7th International Conference on Tangible, Embed-ded and Embodied Interaction (TEI '13), 447--454.
[7]
José van Dijck. 2009. Users like you? Theorizing agency in user-generated content. Media, Culture & Society 31, 1: 41--58.
[8]
Daniel C. Edelson, Douglas N. Gordin, and Roy D. Pea. 1999. Addressing the Challenges of Inquiry-Based Learning Through Technology and Curriculum Design. Journal of the Learning Sciences 8, 3--4: 391--450. 5
[9]
Jon Froehlich, Tawanna Dillahunt, Predrag Klasnja, Jennifer Mankoff, Sunny Consolvo, Beverly Harrison, and James A. Landay. "UbiGreen: investigating a mo-bile tool for tracking and supporting green transporta-tion habits." In Proceedings of the sigchi conference on human factors in computing systems, pp. 1043--1052. ACM, 2009.
[10]
Jon Froehlich, Leah Findlater, and James Landay. 2010. The Design of Eco-feedback Technology. In Pro-ceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '10), 1999--2008.
[11]
Sarah Gallacher, Connie Golsteijn, Yvonne Rogers, Licia Capra, and Sophie Eustace. 2016. SmallTalk: Using Tangible Interactions to Gather Feedback from Children. In Proceedings of the TEI '16: Tenth Interna-tional Conference on Tangible, Embedded, and Em-bodied Interaction (TEI '16), 253--261.
[12]
Sarah Gallacher, Jenny O'Connor, Jon Bird, Yvonne Rogers, Licia Capra, Daniel Harrison, and Paul Mar-shall. "Mood squeezer: lightening up the workplace through playful and lightweight interactions." In Pro-ceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, pp. 891--902. ACM, 201
[13]
Amir Goldberg. "In defense of forensic social science." Big Data & Society 2, no. 2 (2015): 2053951715601145.
[14]
Connie Golsteijn, Sarah Gallacher, Licia Capra, and Yvonne Rogers. 2015. Sens-Us: Imagining a Citizen-led, Dynamic, and Localized Census. In Proceedings of the 2015 British HCI Conference (British HCI '15), 319--320.
[15]
Connie Golsteijn, Sarah Gallacher, Lisa Koeman, Lor-na Wall, Sami Andberg, Yvonne Rogers, and Licia Capra. 2015. VoxBox: a Tangible Machine that Gath-ers Opinions from the Public at Events. In To appear in the Proceedings of the 9th International Conference on Tangible and Embedded Interaction 2015.
[16]
Jorge Goncalves, Simo Hosio, Vassilis Kostakos, Ma-ja Vukovic, and Shin 'ichi Konomi. 2015. Workshop on Mobile and Situated Crowdsourcing. In Adjunct Proceedings of the 2015 ACM International Joint Con-ference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposi-um on Wearable Computers (UbiComp/ISWC'15 Ad-junct), 1339--1342.
[17]
Jorge Goncalves, Hannu Kukka, Iván Sánchez, and Vassilis Kostakos. 2016. Crowdsourcing Queue Esti-mations in Situ. In Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing (CSCW '16), 1040--1051.
[18]
Mordechai (Muki) Haklay and Patrick Weber. 2008. OpenStreetMap: User-Generated Street Maps. IEEE Pervasive Computing 7, 12--18.
[19]
Jeffrey Heer, Stuart K. Card, and James A. Landay. 2005. Prefuse: A Toolkit for Interactive Information Visualization. In Proceedings of the SIGCHI Confer-ence on Human Factors in Computing Systems (CHI '05), 421--430.
[20]
Kurtis Heimerl, Brian Gawalt, Kuang Chen, Tapan Parikh, and Björn Hartmann. 2012. CommunitySourc-ing: Engaging Local Crowds to Perform Expert Work via Physical Kiosks. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (CHI '12), 1539--1548.
[21]
Jeremy M. Heiner, Scott E. Hudson, and Kenichiro Tanaka. 1999. The Information Percolator: Ambient In-formation Display in a Decorative Object. In Proceed-ings of the 12th Annual ACM Symposium on User In-terface Software and Technology (UIST '99), 141--148.
[22]
Florian Heller and Jan Borchers. 2011. PowerSocket: Towards On-outlet Power Consumption Visualization. In CHI '11 Extended Abstracts on Human Factors in Computing Systems (CHI EA '11), 1981--1986.
[23]
Simo Hosio, Jorge Goncalves, Vili Lehdonvirta, Den-zil Ferreira, and Vassilis Kostakos. 2014. Situated Crowdsourcing Using a Market Model. In Proceedings of the 27th Annual ACM Symposium on User Inter-face Software and Technology (UIST '14), 55--64.
[24]
Steven Houben, Connie Golsteijn, Sarah Gallacher, Rose Johnson, Saskia Bakker, Nicolai Marquardt, Li-cia Capra, and Yvonne Rogers. "Physikit: Data en-gagement through physical ambient visualizations in the home." In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, pp. 1608--1619. ACM, 2016.
[25]
Steven Houben and Christian Weichel. 2013. Over-coming Interaction Blindness through Curiosity Ob-jects. In CHI Extended Abstracts, 1539--1544.
[26]
Yvonne Jansen, Pierre Dragicevic, Petra Isenberg, Ja-son Alexander, Abhijit Karnik, Johan Kildal, Sriram Subramanian, and Kasper Hornbæk. "Opportunities and challenges for data physicalization." In Proceedings of the 33rd Annual ACM Conference on Human Fac-tors in Computing Systems, pp. 3227--3236. ACM, 2015.
[27]
Hans-Christian Jetter, Sarah Gallacher, Vaiva Kalni-kaite, and Yvonne Rogers. "Suspicious boxes and friendly aliens: exploring the physical design of urban sensing technology." In Proceedings of the First Inter-national Conference on IoT in Urban Space, pp. 68--73. ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering), 2014.
[28]
Wendy Ju and David Sirkin. 2010. Animate Objects: How Physical Motion Encourages Public Interaction. In Persuasive Technology, Thomas Ploug, Per Hasle and Harri Oinas-Kukkonen (eds.). Springer Berlin Hei-delberg, 40--51.
[29]
Aniket Kittur, Ed H. Chi, and Bongwon Suh. 2008. Crowdsourcing User Studies with Mechanical Turk. In Proceedings of the SIGCHI Conference on Human Fac-tors in Computing Systems (CHI '08), 453--456.
[30]
Lisa Koeman, Vaiva Kalnikaité, and Yvonne Rogers. 2015. "Everyone Is Talking About It!": A Distributed Approach to Urban Voting Technology and Visualisa-tions. In Proceedings of the 33rd Annual ACM Con-ference on Human Factors in Computing Systems (CHI '15), 3127--3136.
[31]
Lisa Koeman, Vaiva Kalnikait\.e, Yvonne Rogers, and Jon Bird. 2014. What Chalk and Tape Can Tell Us: Lessons Learnt for Next Generation Urban Displays. In Proceedings of The International Symposium on Per-vasive Displays (PerDis '14), 130:130--130:135.
[32]
George Loewenstein. 1994. The psychology of curiosi-ty: a review and reinterp. Psychological Bulletin 116, 1: 75--98.
[33]
Giorgia Lupi, 2017, Data Humanism, the Revolution will be Visualized. Published online at https://medium.com/@giorgialupi/data-humanism-the-revolution-will-be-visualized-31486a30dbfb#.bh07dh315. Retrieved Feb. 2017.
[34]
Mateusz Mikusz, Steven Houben, Nigel Davies, Klaus Moessner, and Marc Langheinrich. "Raising awareness of IoT sensor deployments." (2018): 9--8.
[35]
Donald McMillan, Arvid Engström, Airi Lampinen, and Barry Brown. 2016. Data and the City. In Proceed-ings of the 2016 CHI Conference on Human Factors in Computing Systems (CHI '16), 2933--2944.
[36]
Todd Miller and John Stasko. 2001. The InfoCanvas: Information Conveyance Through Personalized, Ex-pressive Art. In CHI '01 Extended Abstracts on Human Factors in Computing Systems (CHI EA '01), 305--306.
[37]
Thomas Mirlacher, Roland Buchner, Florian Förster, Astrid Weiss, and Manfred Tscheligi. 2009. Ambient Rabbits Likeability of Embodied Ambient Displays. In Ambient Intelligence, Manfred Tscheligi, Boris de Ruyter, Panos Markopoulus, et al. (eds.). Springer Berlin Heidelberg, 164--173. A.V. Moere. 2008. Beyond the Tyranny of the Pixel: Exploring the Physicality of Information Visualization. In 2008 12th International Conference Information Visualisation, 469--474.
[38]
Andrew Vande Moere, Martin Tomitsch, Monika Hoinkis, Elmar Trefz, Silje Johansen, and Allison Jones. 2011. Comparative Feedback in the Street: Ex-posing Residential Energy Consumption on House Fa-cades. In Human-Computer Interaction -- INTERACT 2011, Pedro Campos, Nicholas Graham, Joaquim Jorge, Nuno Nunes, Philippe Palanque and Marco Winckler (eds.). Springer Berlin Heidelberg, 470--488.
[39]
Richard Mortier, Hamed Haddadi, Tristan Henderson, Derek McAuley, and Jon Crowcroft. 2014. Human-Data Interaction: The Human Face of the Data-Driven Society. Social Science Research Network, Rochester, NY. Retrieved August 5, 2016 from
[40]
Jörg Müller, Florian Alt, Daniel Michelis, and Al-brecht Schmidt. 2010. Requirements and Design Space for Interactive Public Displays. In Proceedings of the 18th ACM International Conference on Multimedia (MM '10), 1285--1294.
[41]
Zachary Pousman and John Stasko. 2006. A Taxono-my of Ambient Information Systems: Four Patterns of Design. In Proceedings of the Working Conference on Advanced Visual Interfaces (AVI '06), 67--74.
[42]
Z. Pousman, J. Stasko, and M. Mateas. 2007. Casual Information Visualization: Depictions of Data in Eve-ryday Life. IEEE Transactions on Visualization and Computer Graphics 13, 6: 1145--1152.
[43]
Filipe Quintal, Clinton Jorge, Valentina Nisi, and Nu-no Nunes. 2016. What-I-See: A Tangible Visualization of Energy. In Proceedings of the International Working Conference on Advanced Visual Interfaces, 120--127. Retrieved August 4, 2016 from
[44]
J. Rodgers and L. Bartram. 2011. Exploring Ambient and Artistic Visualization for Residential Energy Use Feedback. IEEE Transactions on Visualization and Computer Graphics 17, 12: 2489--2497.
[45]
Kim Sauvé, Steven Houben, Nicolai Marquardt, Saskia Bakker, Bart Hengeveld, Sarah Gallacher, and Yvonne Rogers. "LOOP: A physical artifact to facilitate seam-less interaction with personal data in everyday life." In Proceedings of the 2017 ACM Conference Companion Publication on Designing Interactive Systems, pp. 285--288. ACM, 2017.
[46]
Ronald Schroeter, Marcus Foth, and Christine Satch-ell. 2012. People, Content, Location: Sweet Spotting Urban Screens for Situated Engagement. In Proceed-ings of the Designing Interactive Systems Conference (DIS '12), 146--155.
[47]
Vassilios Stathopoulos, Veronica Zamora-Gutierrez, Kate E. Jones, and Mark Girolami. "Bat echolocation call identification for biodiversity monitoring: a proba-bilistic approach." Journal of the Royal Statistical So-ciety: Series C (Applied Statistics) (2017).
[48]
Alex S. Taylor, Siân Lindley, Tim Regan, David Sweeney, Vasillis Vlachokyriakos, Lillie Grainger, and Jessica Lingel. "Data-in-place: Thinking through the re-lations between data and community." In Proceedings of the 33rd Annual ACM Conference on Human Fac-tors in Computing Systems, pp. 2863--2872. ACM, 2015.
[49]
Woody Turner, Sacha Spector, Ned Gardiner, Matthew Fladeland, Eleanor Sterling, and Marc Steininger. "Remote sensing for biodiversity science and conserva-tion." Trends in ecology & evolution 18, no. 6 (2003): 306--314.
[50]
Nina Valkanova, Robert Walter, Andrew Vande Moere, and Jörg Müller. 2014. MyPosition: Sparking Civic Discourse by a Public Interactive Poll Visualization. In Proceedings of the 17th ACM Conference on Comput-er Supported Cooperative Work & Social Computing (CSCW '14), 1323--1332.
[51]
Jon Whittle, William Simm, Maria-Angela Ferrario, Katerina Frankova, Laurence Garton, Andrée Wood-cock, Jane Binner, and Aom Ariyatum. "VoiceYour-View: collecting real-time feedback on the design of public spaces." In Proceedings of the 12th ACM inter-national conference on Ubiquitous computing, pp. 41--50. ACM, 2010. A.Zanella, N. Bui, A. Castellani, L. Vangelista, and M. Zorzi. 2014. Internet of Things for Smart Cities. IEEE Internet of Things Journal 1, 1: 22--32.
[52]
Urban Observatory. Retrieved August 4, 2016 from http://www.urbanobservatory.org/
[53]
Tracking platform -- Beanstalk. Retrieved August 8, 2016 from http://beanstalk.m-iti.org/category/tracking-platform/

Cited By

View all
  • (2024)Towards Relatable Climate Change Data: Untangling Tensions in Engaging with a HyperobjectProceedings of the 2024 ACM Designing Interactive Systems Conference10.1145/3643834.3661606(3029-3045)Online publication date: 1-Jul-2024
  • (2024)A Year of Interaction Around Town: Gathering Traces with an Interactive Knitting Machine and Community Stitch MarkersProceedings of the 2024 ACM Designing Interactive Systems Conference10.1145/3643834.3660736(1116-1133)Online publication date: 1-Jul-2024
  • (2024)Knitting Interactive Spaces: Fabricating Data Physicalizations of Local Community Visitors with Circular Knitting MachinesProceedings of the Eighteenth International Conference on Tangible, Embedded, and Embodied Interaction10.1145/3623509.3633359(1-14)Online publication date: 11-Feb-2024
  • Show More Cited By

Index Terms

  1. Roam-IO: Engaging with People Tracking Data through an Interactive Physical Data Installation

    Recommendations

    Comments

    Information & Contributors

    Information

    Published In

    cover image ACM Conferences
    DIS '19: Proceedings of the 2019 on Designing Interactive Systems Conference
    June 2019
    1628 pages
    ISBN:9781450358507
    DOI:10.1145/3322276
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

    Sponsors

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 18 June 2019

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. data
    2. physical data installation
    3. urban spaces/iot

    Qualifiers

    • Research-article

    Conference

    DIS '19
    Sponsor:
    DIS '19: Designing Interactive Systems Conference 2019
    June 23 - 28, 2019
    CA, San Diego, USA

    Acceptance Rates

    DIS '19 Paper Acceptance Rate 105 of 415 submissions, 25%;
    Overall Acceptance Rate 1,158 of 4,684 submissions, 25%

    Upcoming Conference

    DIS '25
    Designing Interactive Systems Conference
    July 5 - 9, 2025
    Funchal , Portugal

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)43
    • Downloads (Last 6 weeks)3
    Reflects downloads up to 25 Jan 2025

    Other Metrics

    Citations

    Cited By

    View all
    • (2024)Towards Relatable Climate Change Data: Untangling Tensions in Engaging with a HyperobjectProceedings of the 2024 ACM Designing Interactive Systems Conference10.1145/3643834.3661606(3029-3045)Online publication date: 1-Jul-2024
    • (2024)A Year of Interaction Around Town: Gathering Traces with an Interactive Knitting Machine and Community Stitch MarkersProceedings of the 2024 ACM Designing Interactive Systems Conference10.1145/3643834.3660736(1116-1133)Online publication date: 1-Jul-2024
    • (2024)Knitting Interactive Spaces: Fabricating Data Physicalizations of Local Community Visitors with Circular Knitting MachinesProceedings of the Eighteenth International Conference on Tangible, Embedded, and Embodied Interaction10.1145/3623509.3633359(1-14)Online publication date: 11-Feb-2024
    • (2024)"To Click or not to Click": Back to Basic for Experience Sampling for Office Well-being in Shared Office SpacesProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642295(1-18)Online publication date: 11-May-2024
    • (2024)Eco-Garden: A Data Sculpture to Encourage Sustainable Practices in Everyday Life in Households2024 IEEE VIS Workshop on Visualization for Climate Action and Sustainability (Viz4Climate + Sustainability)10.1109/Viz4Climate-Sustainability64680.2024.00008(28-35)Online publication date: 14-Oct-2024
    • (2024)Connecting audiences with climate changeInternational Journal of Human-Computer Studies10.1016/j.ijhcs.2024.103341192:COnline publication date: 18-Nov-2024
    • (2023)PosterTalk: Expanding Participatory Agency in Public Survey Platforms via Middle-Out GatekeepingProceedings of the 2023 ACM Designing Interactive Systems Conference10.1145/3563657.3595984(2573-2592)Online publication date: 10-Jul-2023
    • (2022)All equation, no humanInteractions10.1145/351651529:2(78-80)Online publication date: 25-Feb-2022
    • (2022)Toward everyday negotiation and resistance under data-driven surveillanceInteractions10.1145/351642729:2(34-38)Online publication date: 25-Feb-2022
    • (2022)Design for dementiaInteractions10.1145/351234629:2(46-49)Online publication date: 25-Feb-2022
    • Show More Cited By

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Figures

    Tables

    Media

    Share

    Share

    Share this Publication link

    Share on social media