SenseMap: supporting browser-based online sensemaking through analytic provenance

Conference paper


Nguyen, P., Xu, K., Bardill, A., Salman, B., Herd, K. and Wong, B. 2016. SenseMap: supporting browser-based online sensemaking through analytic provenance. VIS 2016: IEEE Visualization Conference. Baltimore, Maryland, USA 23 - 28 Oct 2016 Institute of Electrical and Electronics Engineers (IEEE). pp. 91-100 https://doi.org/10.1109/vast.2016.7883515
TypeConference paper
TitleSenseMap: supporting browser-based online sensemaking through analytic provenance
AuthorsNguyen, P., Xu, K., Bardill, A., Salman, B., Herd, K. and Wong, B.
Abstract

Sensemaking is described as the process in which people collect, organize and create representations of information, all centered around some problem they need to understand. People often get lost when solving complicated tasks using big datasets over long periods of exploration and analysis. They may forget what they have done, are unaware of where they are in the context of the overall task, and are unsure where to continue. In this paper, we introduce a tool, SenseMap, to address these issues in the context of browser-based online sensemaking. We conducted a semi-structured interview with nine participants to explore their behaviors in online sensemaking with existing browser functionality. A simplified sensemaking model based on Pirolli and Card's model is derived to better represent the behaviors we found: users iteratively collect information sources relevant to the task, curate them in a way that makes sense, and finally communicate their findings to others. SenseMap automatically captures provenance of user sensemaking actions and provides multi-linked views to visualize the collected information and enable users to curate and communicate their findings. To explore how SenseMap is used, we conducted a user study in a naturalistic work setting with five participants completing the same sensemaking task related to their daily work activities. All participants found the visual representation and interaction of the tool intuitive to use. Three of them engaged with the tool and produced successful outcomes. It helped them to organize information sources, to quickly find and navigate to the sources they wanted, and to effectively communicate their findings.

ConferenceVIS 2016: IEEE Visualization Conference
Page range91-100
ISBN
Hardcover9781509056613
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Publication dates
Print23 Oct 2016
Online23 Mar 2017
Publication process dates
Deposited16 Jun 2017
Accepted13 Jul 2016
Output statusPublished
Accepted author manuscript
Copyright Statement

© 2016 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Digital Object Identifier (DOI)https://doi.org/10.1109/vast.2016.7883515
LanguageEnglish
Book title2016 IEEE Conference on Visual Analytics Science and Technology (VAST)
Permalink -

https://repository.mdx.ac.uk/item/87055

Download files


Accepted author manuscript
  • 43
    total views
  • 13
    total downloads
  • 0
    views this month
  • 1
    downloads this month

Export as

Related outputs

High frame rate electrical impedance tomography system for monitoring of regional lung ventilation
Rahal, M., Dai, J., Wu, Y., Bardill, A., Bayford, R. and Demosthenous, A. 2022. High frame rate electrical impedance tomography system for monitoring of regional lung ventilation. 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Glasgow, Scotland, United Kingdom 11 - 15 Jul 2022 IEEE. pp. 2487-2490 https://doi.org/10.1109/EMBC48229.2022.9871479
Thoracic shape changes in newborns due to their position
de Gelidi, S., Bardill, A., Seifnaraghi, N., Wu, Y., Demosthenous, A., Rahtu, M., Kallio, M. and Bayford, R. 2021. Thoracic shape changes in newborns due to their position. Scientific Reports. 11 (1), pp. 1-10. https://doi.org/10.1038/s41598-021-83869-8
Narrative and design for wellbeing: a user-centered approach
Jordan, P., Bardill, A., Herd, K. and Grimaldi, S. 2020. Narrative and design for wellbeing: a user-centered approach. ACTIO - Journal of Technology in Design, Film Arts and Visual Communication.
Towards a thoracic conductive phantom for EIT
de Gelidi, S., Seifnaraghi, N., Bardill, A., Wu, Y., Frerichs, I., Demosthenous, A., Tizzard, A. and Bayford, R. 2020. Towards a thoracic conductive phantom for EIT. Medical Engineering and Physics. 77, pp. 88-94. https://doi.org/10.1016/j.medengphy.2019.10.008
A 122 fps, 1 MHz bandwidth multi-frequency wearable EIT belt featuring novel active electrode architecture for neonatal thorax vital sign monitoring
Wu, Y., Jiang, D., Bardill, A., Bayford, R. and Demosthenous, A. 2019. A 122 fps, 1 MHz bandwidth multi-frequency wearable EIT belt featuring novel active electrode architecture for neonatal thorax vital sign monitoring. IEEE Transactions on Biomedical Circuits and Systems. 13 (5), pp. 927-937. https://doi.org/10.1109/TBCAS.2019.2925713
Torso shape detection to improve lung monitoring
de Gelidi, S., Seifnaraghi, N., Bardill, A., Tizzard, A., Wu, Y., Sorantin, E., Nordebo, S., Demosthenous, A. and Bayford, R. 2018. Torso shape detection to improve lung monitoring. Physiological Measurement. 39 (7). https://doi.org/10.1088/1361-6579/aacc1c
Design for subjective wellbeing: towards a design framework for constructing narrative
Jordan, P., Bardill, A., Herd, K. and Grimaldi, S. 2017. Design for subjective wellbeing: towards a design framework for constructing narrative. Design for Next: 12th European Academy of Design Conference. Rome, Italy 12 - 14 Apr 2017 Taylor & Francis (Routledge). pp. S4292-S4306 https://doi.org/10.1080/14606925.2017.1352926
A high frame rate wearable EIT system using active electrode ASICs for lung respiration and heart rate monitoring
Wu, Y., Jiang, D., Bardill, A., de Gelidi, S., Bayford, R. and Demosthenous, A. 2018. A high frame rate wearable EIT system using active electrode ASICs for lung respiration and heart rate monitoring. IEEE Transactions on Circuits and Systems I: Regular Papers. 65 (11), pp. 3810-3820. https://doi.org/10.1109/TCSI.2018.2858148
Torso shape detection to improve lung monitoring
de Gelidi, S., Bardill, A., Wu, Y., Demosthenous, A., Tizzard, A. and Bayford, R. 2017. Torso shape detection to improve lung monitoring. 18th International Conference on Biomedical Applications of Electrical Impedance Tomography. Hanover, New Hampshire, USA 21 - 24 Jun 2017 Thayer School of Engineering at Dartmouth. pp. 25-25 https://doi.org/10.5281/zenodo.557093
Insight/inside learning: a participatory app for analysing the effectiveness of school environments
Szynalska, K., Fields, B. and Bardill, A. 2017. Insight/inside learning: a participatory app for analysing the effectiveness of school environments. People, Personal Data and the Built Environment: A DIS2017 Workshop. Edinburgh 10 Jun 2017
Design for subjective wellbeing: towards a design framework for constructing narrative
Jordan, P., Bardill, A., Herd, K. and Grimaldi, S. 2017. Design for subjective wellbeing: towards a design framework for constructing narrative. The Design Journal: An International Journal for All Aspects of Design. 20 (Sup1), pp. S4292-S4306. https://doi.org/10.1080/14606925.2017.1352926
Making a difference with ‘smartphone psychology’: can mobile digital technologies help create new insights into self-harming behaviours?
Marzano, L., Al-Ayoubi, L., Bardill, A., Herd, K., Vale, D., Grey, N. and Moran, P. 2017. Making a difference with ‘smartphone psychology’: can mobile digital technologies help create new insights into self-harming behaviours? in: Niven, K., Lewis, S. and Kagan, C. (ed.) Making a Difference with Psychology United Kingdom Richard Benjamin Trust. pp. 139-147
The development of intelligent hypermedia courseware, for design and technology in the English National Curriculum at Key Stage 3, by the sequential combination of cognition clusters, supported by system intelligence, derived from a dynamic user model
Bardill, A. 2003. The development of intelligent hypermedia courseware, for design and technology in the English National Curriculum at Key Stage 3, by the sequential combination of cognition clusters, supported by system intelligence, derived from a dynamic user model. PhD thesis Middlesex University School of Lifelong Learning and Education
The application of mHealth to mental health: opportunities and challenges
Marzano, L., Bardill, A., Fields, B., Herd, K., Veale, D., Grey, N. and Moran, P. 2015. The application of mHealth to mental health: opportunities and challenges. The Lancet Psychiatry. 2 (10), pp. 942-948. https://doi.org/10.1016/S2215-0366(15)00268-0
Hard-to-get-at data from difficult-to-access users
Fields, B., Bardill, A., Marzano, L. and Herd, K. 2015. Hard-to-get-at data from difficult-to-access users. Abascal, J., Barbosa, S., Fetter, M., Gross, T., Palanque, P. and Winckler, M. (ed.) 15th IFIP TC 13 International Conference on Human-Computer Interaction. Bamberg, Germany 14 - 18 Sep 2015 Springer. pp. 409-416 https://doi.org/10.1007/978-3-319-22723-8_32
Participatory Design in a compressed timeframe, through an unConference format
Griffiths, W., Bardill, A. and Herd, K. 2012. Participatory Design in a compressed timeframe, through an unConference format. Perspectives on Participation @ DIS 2012. Newcastle University Jun 2012
The development of conceptual models and frameworks to inform design for co‐design in mass customisation
Herd, K. 2012. The development of conceptual models and frameworks to inform design for co‐design in mass customisation. PhD thesis Middlesex University Product Design and Engineering, School of Engineering and Information Sciences
Conversational spaces for learning and designing
Fields, B., Bardill, A. and Jones, S. 2010. Conversational spaces for learning and designing. CHI2010 Workshop on New Generation of HCI and Education. Atlanta, GA, USA 10 - 15 Apr 2010
The co-design experience: conceptual models and design tools for mass customisation
Herd, K., Bardill, A. and Karamanoglu, M. 2009. The co-design experience: conceptual models and design tools for mass customisation. in: Piller, F. and Tseng, M. (ed.) Advances in mass customization and personalization London, UK World Scientific Publishing.
Design tribes and information spaces for creative conversations
Bardill, A., Griffiths, W., Jones, S. and Fields, B. 2010. Design tribes and information spaces for creative conversations. The 12th International Conference on Engineering and Product Design Education. Trondheim, Norway 02 - 03 Sep 2010
Mass customisation. What are we designing?
Herd, K., Karamanoglu, M. and Bardill, A. 2011. Mass customisation. What are we designing? 2011 World Conference on Mass Customization, Personalization, and Co-Creation. San Francisco, CA, USA 16 - 19 Nov 2011
Development of a design probe to reveal customer touch points in the sale of mass customised products
Herd, K., Bardill, A. and Karamanoglu, M. 2009. Development of a design probe to reveal customer touch points in the sale of mass customised products. Design principles and practices. 3 (3), pp. 193-208.
X-ray specs, stickers and colouring in: seeing beyond the configurator using design probes
Herd, K., Bardill, A. and Karamanoglu, M. 2009. X-ray specs, stickers and colouring in: seeing beyond the configurator using design probes. The 5th International Conference on Mass Customization and Personalization. Helsinki, Finland 04 - 08 Oct 2009
Development of mobile platforms using PDA bluetooth control.
Rodrigues, H., Gaspar, T., Odedra, S., Costa, M., Metrolho, J., Prior, S., Bardill, A., Silva, C., Tavares, A. and Couto, C. 2005. Development of mobile platforms using PDA bluetooth control. in: Peric, N., Petrovic, I. and Butkovic, Z. (ed.) ISIE 2005 : Proceedings of the IEEE international symposium on industrial electronics 2005. Institute of Electrical and Electronics Engineers (IEEE).
Poster on domotic applications using PDA technologies as actors
Prior, S., Bardill, A., Odedra, S., Gaspar, T., Rodrigues, H., Costa, M. and Metrolho, J. 2004. Poster on domotic applications using PDA technologies as actors. Technical Workshop of the Forum CYTED-IBEROEKA: Inovação na Região Ibero-Americana. FIL Reunions Centre, Parque das Nações, Lisbon 17 - 19 Oct 2004
Handheld devices as actors in domotic monitoring system.
Gaspar, T., Rodrigues, H., Odedra, S., Costa, M., Metrolho, J., Bardill, A. and Prior, S. 2004. Handheld devices as actors in domotic monitoring system. in: Schoop, R. (ed.) 2004 2nd IEEE International conference on industrial informatics: collaborative automation: one key for intelligent industrial environments. Institute of Electrical and Electronics Engineers. pp. 547-551
The co-design experience: conceptual models and design toolsfor mass customization
Herd, K., Bardill, A. and Karamanoglu, M. 2009. The co-design experience: conceptual models and design toolsfor mass customization. in: Piller, F. and Tseng, M. (ed.) Handbook of Research in Mass Customization and Personalization World Scientific Publishing.
Designing for co-design: using the product envelope model as a framework for reflection.
Bardill, A., Herd, K. and Karamanoglu, M. 2007. Designing for co-design: using the product envelope model as a framework for reflection. Proceedings of the World Conference on Mass Customization & Personalization (MCPC), Innovation and Research Conference. Cambridge/Boston, MA, USA 07 - 10 Oct 2007
Product envelopes: designing positive interplay between brand DNA and customer co-designers
Bardill, A., Herd, K. and Karamanoglu, M. 2007. Product envelopes: designing positive interplay between brand DNA and customer co-designers. International Journal of Mass Customization. 2 (1/2), pp. 57-75. https://doi.org/10.1504/IJMASSC.2007.012813
Maintaining positive interplay between brand DNA and customer co-designers in mass customised products.
Bardill, A. and Herd, K. 2006. Maintaining positive interplay between brand DNA and customer co-designers in mass customised products. International Conference on Strategic Innovation and Creativity in Brand & Design Management. Korea 29 Nov 2006
Product design as a vehicle to integrate arts and sciences in design education
Karamanoglu, M., Bardill, A. and Prior, S. 2007. Product design as a vehicle to integrate arts and sciences in design education. in: Proceedings of the International Association of Societies of Design Research, Emerging Trends in Design Research, 12-15 November 2007, Hong Kong International Association of Societies of Design Research, Emerging Trends in Design Research.
Pleasure-based design approaches to the built environment
Bardill, A., Karamanoglu, M. and Herd, K. 2005. Pleasure-based design approaches to the built environment. Proceedings of the Institution of Civil Engineers - Municipal Engineer. 158 (3), pp. 183-193. https://doi.org/10.1680/muen.2005.158.3.183