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Human Data-Interaction: A Systematic Mapping

Published: 22 October 2018 Publication History

Abstract

Big Data, e-Science and Internet of Things have contributed to increase the production, processing and storage of data, changing the way people deal and live with data. Although the problem is not new, the "human aspect" of data and the possible impact of Human-Data Interaction (HDI) in human life have been explored and discussed as an emerging research area. On the one hand, HDI offers plenty of opportunities for research and development, and on the other hand it demands characterization, grounding, critical discussions, empirical results and thinking tools to support research and practice. This paper presents a Systematic Mapping of Literature on HDI in Computer Science, identifying the different definitions for the area, elements or objects of investigation, contexts of application, stakeholders, etc. Based on 28 selected papers, results point out to a lack of definition or agreement on what HDI is, but suggest that there are different aspects that can characterize it, and allow identifying concerns and objects of study, such as privacy, ownership and transparency. Results suggest a demand for theoretical and methodological frameworks to support the understanding, design and evaluation of HDI via computing systems.

References

[1]
Mervat Abdelhak, Sara Grostick, and Mary Alice Hanken. 2014. Health Information - E-Book: Management of a Strategic Resource. Elsevier Health Sciences. https://books.google.com.br/books?id=69X1BQAAQBAJ
[2]
Sue Allen. 2003. Looking for learning in visitor talk: A methodological exploration. In Learning conversations in museums. Routledge, 265--309.
[3]
Gianmarco Baldini, Maarten Botterman, Ricardo Neisse, and Mariachiara Tallacchini. 2018. Ethical Design in the Internet of Things. Science and Engineering Ethics 24, 3(01 Jun 2018), 905--925.
[4]
Dawna I Ballard and David R Seibold. 2003. Communicating and organizing in time: A meso-level model of organizational temporality. Management Communication Quarterly 16, 3 (2003), 380--415.
[5]
Dawna I Ballard and David R Seibold. 2004. Organizational members' communication and temporal experience: Scale development and validation. Communication Research 31, 2 (2004), 135--172.
[6]
Liam Bannon and Susanne Bødker. 1997. Constructing common information spaces. In Proceedings of the Fifth European Conference on Computer Supported Cooperative Work. Springer, 81--96.
[7]
Marc Berg and Els Goorman. 1999. The contextual nature of medical information. International journal of medical informatics 56, 1--3 (1999), 51--60.
[8]
Ian Bird, Bob Jones, and Kerk F Kee. 2009. The organization and management of grid infrastructures. Computer 42, 1 (2009), 36--46.
[9]
John Bowers, Graham Button, and Wes Sharrock. 1995. Workflow from within and without: technology and cooperative work on the print industry shopfloor. In Proceedings of the Fourth European Conference on Computer-Supported Cooperative Work ECSCW'95. Springer, 51--66.
[10]
Graham Button, Andy Crabtree, Mark Rouncefield, and Peter Tolmie. 2015. Deconstructing Ethnography: Towards a Social Methodology for Ubiquitous Computing and Interactive Systems Design. Springer International Publishing. https://books.google.com.br/books?id=o47DCgAAQBAJ
[11]
Federico Cabitza and Angela Locoro. 2016. Human-Data Interaction in Healthcare: Acknowledging Use-related Chasms to Design for a Better Health Information. In Proceedings of the 8th IADIS International Conference on e-Health 2016, Part of the Multi Conference on Computer Science and Information Systems, MCCSIS 2016. 91--98.
[12]
Francesco Cafaro. 2012. Using Embodied Allegories to Design Gesture Suites for Human-data Interaction. In Proceedings of the 2012 ACM Conference on Ubiquitous Computing (UbiComp '12). ACM, New York, NY, USA, 560--563.
[13]
Francesco Cafaro, Leilah Lyons, Joshua Radinsky, and Jessica Roberts. 2010. RFID Localization for Tangible and Embodied Multi-user Interaction with Museum Exhibits. In Proceedings of the 12th ACM International Conference Adjunct Papers on Ubiquitous Computing - Adjunct (UbiComp '10 Adjunct). ACM, New York, NY, USA, 397--398.
[14]
Ann Cavoukian. 2009. Privacy by design. Take the challenge. Information and privacy commissioner of Ontario, Canada (2009).
[15]
Ann Cavoukian and Michelle Chibba. 2016. Cognitive Cities, Big Data and Citizen Participation: The Essentials of Privacy and Security. Springer International Publishing, Cham, 61--82.
[16]
Alan Chamberlain and Andy Crabtree. 2016. Searching for music: understanding the discovery, acquisition, processing and organization of music in a domestic setting for design. Personal and Ubiquitous Computing 20, 4 (01 Aug 2016), 559--571.
[17]
Srinjoy N Chowdhury and Saniya Dhawan. 2016. HDI based data ownership model for smart cities. In 2016 International Conference on Recent Trends in Information Technology (ICRTIT). 1--5.
[18]
Council of European Union. 2016. Council regulation (EU) no 679/2016 (General Data Protection Regulation). https://eur-lex.europa.eu/legal-content/EN/TXT/?qid=1528874672298&uri=CELEX%3A32016R0679.
[19]
Andy Crabtree. 2016. Enabling the New Economic Actor: Personal Data Regulation and the Digital Economy. In 2016 IEEE International Conference on Cloud Engineering Workshop (IC2EW). 124--129.
[20]
Andy Crabtree and Richard Mortier. 2015. Human Data Interaction: Historical Lessons from Social Studies and CSCW In ECSCW 2015: Proceedings of the 14th European Conference on Computer Supported Cooperative Work, 19-23 September 2015, Oslo, Norway, Nina Boulus-Rødje, Gunnar Ellingsen, Tone Bratteteig, Margunn Aanestad, and Pernille Bjørn (Eds.). Springer International Publishing, Cham, 3--21.
[21]
Câmara dos Deputados. 2018. Projeto de Lei da Câmara n° 53, de 2018 (Proteção de dados pessoais). https://www25.senado.leg.br/web/atividade/materias/-/materia/133486.
[22]
Paul Dourish. 2004. Where the action is: the foundations of embodied interaction. MIT press.
[23]
Niklas Elmqvist. 2011. Embodied human-data interaction. In ACM CHI 2011 Workshop "Embodied Interaction: Theory and Practice in HCI. 104--107.
[24]
David England. 2011. Whole body interaction: An introduction. In Whole Body Interaction. Springer, 1--5.
[25]
Joel E. Fischer, Andy Crabtree, James A. Colley, Tom Rodden, and Enrico Costanza. 2017. Data Work: How Energy Advisors and Clients Make IoT Data Accountable. Computer Supported Cooperative Work (CSCW) 26, 4 (01 Dec 2017), 597--626.
[26]
Daniel Fitton, Vasughi Sundramoorthy, Gerd Kortuem, James Brown, Christos Efstratiou, Joe Finney, and Nigel Davies. 2008. Exploring the design of pay-peruse objects in the construction domain. In European Conference on Smart Sensing and Context. Springer, 192--205.
[27]
Luciano Floridi. 2003. Two approaches to the philosophy of information. Minds and Machines 13, 4 (2003), 459--469.
[28]
Derek Foster, Mark Blythe, Paul Cairns, and Shaun Lawson. 2010. Competitive carbon counting: can social networking sites make saving energy more enjoyable?. In CHI'10 Extended Abstracts on Human Factors in Computing Systems. ACM, 4039--4044.
[29]
Hamed Haddadi, Richard Mortier, Derek McAuley, and Jon Crowcroft. 2013. Human-data interaction. Technical Report UCAM-CL-TR-837. University of Cambridge, Computer Laboratory. http://www.cl.cam.ac.uk/techreports/UCAM-CL-TR-837.pdf
[30]
Heiko Hornung, Roberto Pereira, M. Cecilia C. Baranauskas, and Kecheng Liu. 2015. Challenges for Human-Data Interaction -- A Semiotic Perspective. In Human-Computer Interaction: Design and Evaluation, Masaaki Kurosu (Ed.). Springer International Publishing, Cham, 37--48.
[31]
Luke Hutton and Tristan Henderson. 2017. Beyond the EULA: Improving Consent for Data Mining. Springer International Publishing, Cham, 147--167.
[32]
Kerk F Kee, Larry D Browning, and Dawna I Ballard. 2012. Sociomaterial Processes, Long Term Planning, and Infrastructure Funding: Towards Effective Collaboration and Collaboration Tools for Visual and Data Analytics. (2012). http://www1.chapman.edu/~kee/PDF/C14.pdf
[33]
Kerk F Kee, Lucy Cradduck, Bridget Marie Blodgett, and Rami Olwan. 2011. Cyberinfrastructure inside out: Definitions and influences shaping its emergence, development, and implementation. Peter Lang.
[34]
Laura M. Koesten, Emilia Kacprzak, Jenifer F. A. Tennison, and Elena Simperl. 2017. The Trials and Tribulations of Working with Structured Data: -a Study on Information Seeking Behaviour. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (CHI '17). ACM, New York, NY, USA, 1277--1289.
[35]
George Lakoff and Mark Johnson. 2008. Metaphors we live by. University of Chicago press.
[36]
Susan Leigh Star. 2010. This is not a boundary object: Reflections on the origin of a concept. Science, Technology, & Human Values 35, 5 (2010), 601--617.
[37]
Seppo Leminen, Mika Westerlund, Mervi Rajahonka, and Riikka Siuruainen. 2012. Towards IOT ecosystems and business models. In Internet of Things, Smart Spaces, and Next Generation Networking. Springer, 15--26.
[38]
Luca Leone. 2017. Beyond Connectivity: The Internet of Food Architecture Between Ethics and the EU Citizenry. Journal of Agricultural and Environmental Ethics 30, 3 (01 Jun 2017), 423--438.
[39]
Angela Locoro. 2015. A Map is worth a Thousand Data: Requirements in Tertiary Human-Data Interaction to Foster Participation. In Proceedings of the Third edition of the International Workshop on Cultures of Participation in the Digital Age: Coping with Information, Participation, and Collaboration Overload co-located with the Fifth International Symposium on End-User Development (IS-EUD 2015), Madrid, Spain, May 26, 2015. 39--44. http://ceur-ws.org/Vol-1641/paper7.pdf
[40]
Ewa Luger and Tom Rodden. 2013. An informed view on consent for UbiComp. In Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing. ACM, 529--538.
[41]
Afra Mashhadi, Fahim Kawsar, and Utku G Acer. 2014. Human Data Interaction in IoT: The ownership aspect. In 2014 IEEE World Forum on Internet of Things (WF-IoT). 159--162.
[42]
Olli Pitkänen Mauri Kaipainen and Perspicamus Ab. 2017. Human-controlled iterative subclustering analysis. In 2017 IEEE International Conference on Big Data (Big Data). 4754--4756.
[43]
Swati Mishra and Francesco Cafaro. 2018. Full Body Interaction Beyond Fun: Engaging Museum Visitors in Human-Data Interaction. In Proceedings of the Twelfth International Conference on Tangible, Embedded, and Embodied Interaction (TEI '18). ACM, New York, NY, USA, 313--319.
[44]
Richard Mortier, Hamed Haddadi, Tristan Henderson, Derek McAuley, and Jon Crowcroft. 2013. Challenges Opportunities in Human-Data Interaction. In Proceedings of DE2013: Open Digital - The Fourth Annual Digital Economy All Hands Meeting.
[45]
Richard Mortier, Hamed Haddadi, Tristan Henderson, Derek McAuley, and Jon Crowcroft. 2014. Human-data interaction: the human face of the data-driven society. (2014).
[46]
Richard Mortier, Hamed Haddadi, Tristan Henderson, Derek McAuley, Jon Crowcroft, and Andy Crabtree. 2016. Human-Data Interaction. In The Encyclopedia of Human-Computer Interaction 2 ed. Interaction Design Foundation, Chapter 41. https://www.interaction-design.org/literature/book/the-encyclopedia-of-human-computer-interaction-2nd-ed/human-data-interaction
[47]
Donald A. Norman. 1993. Things That Make Us Smart: Defending Human Attributes in the Age of the Machine. Addison-Wesley Longman Publishing Co., Inc., Boston, MA, USA.
[48]
Nuno Nunes, Miguel Ribeiro, Catia Prandi, and Valentina Nisi. 2017. Beanstalk: A Community Based Passive Wi-fi Tracking System for Analysing Tourism Dynamics. In Proceedings of the ACM SIGCHI Symposium on Engineering Interactive Computing Systems (EICS '17). ACM, New York, NY, USA, 93--98.
[49]
Daniel Pacheco, Sytse Wierenga, Pedro Omedas, Laura S. Oliva, Stefan Wilbricht, Stephanie Billib, Habbo Knoch, and Paul F.M.J. Verschure. 2015. A location-based Augmented Reality system for the spatial interaction with historical datasets. In 2015 Digital Heritage, Vol. 1. 393--396.
[50]
Witold Pedrycz. 2006. Granular computing: an overview. In Applied Soft Computing Technologies: The Challenge of Complexity. Springer, 19--34.
[51]
Roberto Pereira, M Cecília C Baranauskas, and Sergio Roberto P da Silva. 2013. Social software and educational technology: Informal, formal and technical values. Journal of Educational Technology & Society 16, 1 (2013), 4.
[52]
Kai Petersen and Cigdem Gencel. 2013. Worldviews, research methods, and their relationship to validity in empirical software engineering research. In Software Measurement and the 2013 Eighth International Conference on Software Process and Product Measurement (IWSM-MENSURA), 2013 joint Conference of the 23rd International Workshop on. IEEE, 81--89.
[53]
Ganna Pogrebna. 2015. Servitization through human-data interaction: a behavioural approach. Working Paper. University of Warwick, Coventry. http://wrap.warwick.ac.uk/67283/
[54]
David Ribes and Thomas A Finholt. 2009. The long now of technology infrastructure: articulating tensions in development. Journal of the Association for Information Systems 10, 5 (2009), 375.
[55]
Neil M Richards and Jonathan H King. 2014. Big data ethics. Wake Forest L. Rev. 49 (2014), 393.
[56]
Jessica Roberts and Leilah Lyons. 2017. The value of learning talk: applying a novel dialogue scoring method to inform interaction design in an open-ended, embodied museum exhibit. International Journal of Computer-Supported Collaborative Learning 12, 4 (01 Dec 2017), 343--376.
[57]
Kjeld Schmidt and Liam Bannon. 1992. Taking CSCW seriously. Computer Supported Cooperative Work (CSCW) 1, 1--2 (1992), 7--40.
[58]
Susan L Star. 1999. The ethnography of infrastructure. American behavioral scientist 43, 3 (1999), 377--391.
[59]
Susan L Star and James R Griesemer. 1989. Institutional ecology, translations' and boundary objects: Amateurs and professionals in Berkeley's Museum of Vertebrate Zoology, 1907--39. Social studies of science 19, 3 (1989), 387--420.
[60]
Lucy A Suchman. 1987. Plans and situated actions: The problem of human-machine communication. Cambridge university press.
[61]
Dirk Vom Lehn, Christian Heath, and Jon Hindmarsh. 2001. Exhibiting interaction: Conduct and collaboration in museums and galleries. Symbolic interaction 24, 2 (2001), 189--216.
[62]
Elisabeth A Widjojo, Winyu Chinthammit, and Ulrich Engelke. 2017. Virtual Reality-Based Human-Data Interaction. In 2017 International Symposium on Big Data Visual Analytics (BDVA). 1--6.
[63]
Gwendolin Wilke and Edy Portmann. 2016. Granular computing as a basis of human--data interaction: a cognitive cities use case. Granular Computing 1, 3 (01 Sep 2016), 181--197.
[64]
Annika Wolff, Ahmed Seffah, Gerd Kortuem, and Janet van der Linden. 2018. Designing for Effective Interactions with Data in the Internet of Things. In Proceedings of the 2018 ACM Conference Companion Publication on Designing Interactive Systems (DIS '18 Companion). ACM, New York, NY, USA, 415--418.

Cited By

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  • (2023)Human-Computer Integration as an Extension of Interaction: Understanding Its State-of-the-Art and the Next ChallengesInternational Journal of Human–Computer Interaction10.1080/10447318.2023.217779740:11(2761-2780)Online publication date: 19-Feb-2023
  • (2023)Promoting data use through understanding user behaviorsJournal of the Association for Information Science and Technology10.1002/asi.2483174:13(1498-1514)Online publication date: 8-Sep-2023
  • (2021)Extending Interaction to Human-Computer IntegrationProceedings of the XX Brazilian Symposium on Human Factors in Computing Systems10.1145/3472301.3484351(1-7)Online publication date: 18-Oct-2021
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cover image ACM Other conferences
IHC '18: Proceedings of the 17th Brazilian Symposium on Human Factors in Computing Systems
October 2018
488 pages
ISBN:9781450366014
DOI:10.1145/3274192
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].

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Published: 22 October 2018

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Author Tags

  1. Human-Computer Interaction
  2. Human-Data Interaction
  3. Systematic Mapping Review

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IHC '18 Paper Acceptance Rate 42 of 166 submissions, 25%;
Overall Acceptance Rate 331 of 973 submissions, 34%

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Cited By

View all
  • (2023)Human-Computer Integration as an Extension of Interaction: Understanding Its State-of-the-Art and the Next ChallengesInternational Journal of Human–Computer Interaction10.1080/10447318.2023.217779740:11(2761-2780)Online publication date: 19-Feb-2023
  • (2023)Promoting data use through understanding user behaviorsJournal of the Association for Information Science and Technology10.1002/asi.2483174:13(1498-1514)Online publication date: 8-Sep-2023
  • (2021)Extending Interaction to Human-Computer IntegrationProceedings of the XX Brazilian Symposium on Human Factors in Computing Systems10.1145/3472301.3484351(1-7)Online publication date: 18-Oct-2021
  • (2021)EthicsProceedings of the XX Brazilian Symposium on Human Factors in Computing Systems10.1145/3472301.3484324(1-12)Online publication date: 18-Oct-2021
  • (2020)Systemic view of human-data interactionProceedings of the 19th Brazilian Symposium on Human Factors in Computing Systems10.1145/3424953.3426655(1-6)Online publication date: 26-Oct-2020
  • (2020)Vis2LearningProceedings of the 19th Brazilian Symposium on Human Factors in Computing Systems10.1145/3424953.3426627(1-10)Online publication date: 26-Oct-2020
  • (2020)Reflections on Data Visualization Design by Professionals in the Tourism FieldHuman-Computer Interaction. Design and User Experience10.1007/978-3-030-49059-1_40(538-554)Online publication date: 19-Jul-2020
  • (2019)Qualitative studies on human-data interaction and data analysis collaboration in Latin AmericaProceedings of the IX Latin American Conference on Human Computer Interaction10.1145/3358961.3359002(1-4)Online publication date: 30-Sep-2019

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