We explore data craft as a means to create mementos that integrate data about personal and shared experiences into people’s everyday lives. Digital mementos, e.g., in form of visualizations, aim to support personal and joint reminiscing by leveraging personal data archives. However, their digital nature can complicate value construction and integration with social and everyday practices. We propose to consider data craft—the manual crafting of functional objects that incorporate personal visualizations—as an opportunity to create meaningful physical objects. We suggest that the manual creation and habitual use of these objects adds to their perceived value and authenticity and can spark recollection based on digital traces of personal and shared experiences. We illustrate the concept of data craft through examples and reflect on the resulting objects as keepsakes and gifts that strengthen social relationships.PostprintPeer reviewe

Carpendale, Sheelagh

Hinrichs, Uta

Thudt, Alice

We explore data craft as a means to create mementos that integrate data about personal and shared experiences into people’s everyday lives. Digital mementos, e.g., in form of visualizations, aim to support personal and joint reminiscing by leveraging personal data archives. However, their digital nature can complicate value construction and integration with social and everyday practices. We propose to consider data craft—the manual crafting of functional objects that incorporate personal visualizations—as an opportunity to create meaningful physical objects. We suggest that the manual creation and habitual use of these objects adds to their perceived value and authenticity and can spark recollection based on digital traces of personal and shared experiences. We illustrate the concept of data craft through examples and reflect on the resulting objects as keepsakes and gifts that strengthen social relationships.Peer reviewe

St Andrews Research Repository

 Data Craft: Integrating Data into Daily Practices and Shared Reflections    Abstract We explore data craft as a means to create mementos that integrate data about personal and shared experiences into people’s everyday lives. Digital mementos, e.g., in form of visualizations, aim to support personal and joint reminiscing by leveraging personal data archives. However, their digital nature can complicate value construction and integration with social and everyday practices. We propose to consider data craft—the manual crafting of functional objects that incorporate personal visualizations—as an opportunity to create meaningful physical objects. We suggest that the manual creation and habitual use of these objects adds to their perceived value and authenticity and can spark recollection based on digital traces of personal and shared experiences. We illustrate the concept of data craft through examples and reflect on the resulting objects as keepsakes and gifts that strengthen social relationships.  Author Keywords Personal Visualization; Crafting; Data Physicalization ACM Classification Keywords H.5.m. Information interfaces and presentation (e.g., HCI): Miscellaneous;  Introduction Mementos and family heirlooms are among people's most cherished personal objects [2]. They signify Paste the appropriate copyright/license statement here.  ACM now supports three different publication options:  • ACM copyright: ACM holds the copyright on the work.  This is the historical approach. • License: The author(s) retain copyright, but ACM receives an exclusive publication license. • Open Access: The author(s) wish to pay for the work to be open access.  The additional fee must be paid to ACM. This text field is large enough to hold the appropriate release statement assuming it is single-spaced in Verdana 7 point font.  Please do not change the size of this text box. Each submission will be assigned a unique DOI string to be included here.  Alice Thudt University of Calgary Calgary, AB, Canada alice.thudt@googlemail.com  Uta Hinrichs University of St Andrews St Andrews, Scotland, UK  uh3@st-andrews.ac.uk  Sheelagh Carpendale University of Calgary Calgary, AB, Canada sheelagh@ucalgary.ca    important relationships and aid people in the construction of meaning and identity through personal and joint reminiscing [2]. Access to unprecedented amounts of data about people's lives provides a potentially rich resource for reminiscing. However, sharing such data with others and deriving meaning from it is still a challenge [11]. For example, while people sometimes print digital photos, giving quantitative data (e.g., communication or location histories) a physical presence at home and making it accessible to all family members is more difficult. Previous research has highlighted integration with everyday practices and discoverability [5,8,9], permanence [7], and authenticity [6,7,9] as important qualities of physical mementos. However, we still lack means to create mementos from digital data that incorporate these characteristics. We propose data craft as a way to create meaningful physical mementos based on digital records of personal and shared experiences. Data craft incorporates the qualities of physical mementos and invites reflection and reminiscing. In data craft, people create functional objects that incorporate visual representations of their digital records. This practice creates an association of the object with a memorable experience or a loved person. The habitual use of the crafted everyday objects integrates data and the memories it represents with people's existing practices. Their physicality allows these objects to become lasting gifts or family heirlooms that can be rediscovered and shared on a daily basis. The process of manual crafting can further add to the objects’ perceived value and authenticity. The Concept of Data Craft Crafting has a long tradition of capturing personal, family, and cultural histories within functional objects (see, e.g., quilting) [1,15]. To expand such reflective practices, we explore the concept of data craft as a way to incorporate data into crafting. Crafted everyday objects are enhanced with visualizations of personal data to facilitate reflection on otherwise hidden traces of people’s experiences and relationships. We define data craft as a practice at the intersection of personal visualization and manual crafting to create physical and  functional mementos (see Fig. 1). Data craft includes traditional crafts such as felting (Fig. 2 [10]), knitting (Fig. 3 [4]) or pottery (Fig. 4 – 6). The concept (1) describes an approach to integrate people’s digital data with their everyday activities and (2) contributes to the areas of personal visualization, physicaliziation, and digitally enhanced crafting. In the following, we define characteristics of data craft in relation to valued qualities of mementos. We then describe data pottery as an example case of data craft. Making Abstract Personal Data Visible & Graspable  A key characteristic of data craft is the use of personal digital records such as activity logs, communication or location histories. Previous work on personal visualization and visual analytics has advocated for visual representations to make personal data accessible and interpretable [3]. Visualizations can promote reminiscing and storytelling while protecting the privacy of sensitive data [3,14]. Data craft takes personal visualizations into the physical realm, e.g., in form of decorations for functional objects. In this way data craft integrates personal visualizations directly with objects people encounter and share in their daily lives. Enhancing Functional Everyday Objects Data craft aims to integrate data with people’s shared and personal practices by creating objects that serve  Figure 1. The defining characteristics of data craft.  Figure 2. Felted pillowcases by Kim Rees visualizing dreams and personal accomplishments [10] (Image courtesy of Kim Rees).  Figure 3. Conceptual knitting creates patterns from real world occurrences. This hat shows different events during the TV-show “Saved by the Bell” [4] (Image courtesy of Lee Meredith).    established functions. Previous work has shown that people often choose such mundane objects as mementos [8,9]. A mementos’ frequent use by different family members adds to its accrued value [5,8,9]. Discoverability and permanence are valued qualities of physical mementos [5,7,8,9]: People often place physical mementos of shared experiences in visible locations where they can be easily accessed [5,8]. Their physicality allows them to become lasting parts of people's identities [7], and to be passed down multiple generations or given as gifts [8]. In contrast, people tend to experience digital data as individual possessions, as “more ephemeral”, ”unstable” [9], and prone to loss and fragmentation [7]. Data craft addresses this by integrating visualizations of this data with everyday objects. The resulting objects allow for spontaneous encounters and shared experiences with quantified data. The decorative visualizations can spark reminiscing and sharing memories of relationships and past events. Manual Crafting Previous research has explored digital fabrication to create physical representations of personal data for reflective purposes [12,13]. In contrast, data craft focuses on manual creation processes. In fact, in data craft reflection and reminiscing are not just supported by the resulting artifact, but also deeply engrained in the creation process of this artifact. Effort and personal investment add to the perceived value of crafted objects [2,15]. In data craft visual exploration and encoding become part of the crafting process. This engagement with data and associated memories makes data craft a deeply reflective activity. Previous studies found that people often choose idiosyncratic objects as mementos [9]. Typically, such objects are unique and not reproducible [6,7,9]. The manual process of data craft leads to such unique and authentic artifacts.   The concept of data craft adds new perspectives to works in personal visualization and physicalization for shared reflection and storytelling, and it inspires new ways of engaging with data through traditional crafts. Reflecting on Relationships through Data Pottery Data pottery is one example of data craft where tableware is created in clay and then decorated with visual patterns based on personal data. Below we present three artifacts crafted by our first author Alice Thudt. We describe how these ‘data pots’ signify important relationships and shared experiences and invite joint reminiscing, reflection and social interaction.  PARENTS’ CALL BOWLS: The two bowls shown in Figure 5 represent Alice’s relationship with her parents based on  their Skype call history since she moved away from home. Both bowls show calls on a three-year timeline: on one bowl, each call is depicted as a line; on the other bowl calls are shown as dots with one dot representing 5 minutes of call time. One bowl was intended as a gift to her parents and the other one to be kept by herself. The patterns highlight how Alice and her parents maintained close contact while apart. Cereal bowls are objects that they use every morning, which ensures daily encounters with the data and their meaning. As Alice states, her intention was for the bowls to act as a reminder to keep in touch with each other frequently. LOVE TEAPOT: The teapot is a memento of Alice’s relationship with her partner. It depicts text messages containing the word “love” that they exchanged since the beginning of their relationship (see Fig. 6). Each  dotted line represents one year; one dot stands for    10 messages. The visualization shows the progression from a long-distance relationship where the couple often expressed their love through texts, to recent years when living together allowed them to communicate directly. Alice: “I chose a teapot for this memento because it is a shared object that allows us to have a cup of tea together while pondering the development of our relationship.” MORAY COASTAL TRAIL BOWL: The bowl shown in Figure 7 is a crafted souvenir of a shared trip with a friend. It shows destinations on a trail Alice and her friend hiked together in Scotland. The two glazes on the bowl mark the coastline they walked, while the white dots on the glaze line represent locations where they stopped to camp for a night. Alice: “This bowl resembles the shape of a bowl we used during the hike and thus creates additional associations with the memories of the trip. I crafted the bowl as a gift for my friend, to remind her of our joint adventure.”  Below Alice further reflects on her data pottery practice and describes how she creates everyday tableware that reflect her relationships with friends and family to spark (shared) reminiscing.  Reflective Design and Crafting Process “For me, crafting a ‘data pot’ is driven by the personal data that I want to turn into a memento and who I want to share it with. I decide on the associations and encounters I want to enable and take the personality of the pot’s recipient into consideration. This influences the shape and function of the pot I make as well as how it visually reflects the data. Looking through my data records is part of a reflective process that often sparks memories or emotions. Trying to create patterns that evoke associations with the events or people, I explore possible data visualizations digitally and through sketching. I do not include legends so the pots reveal their meaning only to insiders or through storytelling. My goal is to craft objects that value past experiences and create opportunities for meaningful interactions with the data, my loved ones and our shared stories. I decide on the form and function of each pot to evoke associations with a specific experience or person, to support activities that allow for episodes of reminiscing, or to encourage social interactions. As a final step, I shape the pot in clay and apply the visual pattern. This process is driven by my reflections on the data, my memories as well as the materials which influence my design.”  Conclusion Data craft allows people to create meaningful personal artifacts and shared mementos that can be used in daily from digital records. Both the manual crafting process and the resulting physical artifact create opportunities for reflection and sharing memories. Focusing on the creation of functional everyday objects, data craft shapes opportunities to integrate personal digital data into everyday life where they can be serendipitously re-encountered and used together. Manual crafting invites the crafter to reflect and connect with the memories present in the data and the emerging object and gives the objects authenticity and a personal touch. Data craft can be integrated into a range of traditional crafting practices; we have presented data pottery as one of them. Future work will investigate ways to support crafters in incorporating data into their creative process, explore other means of making and empirically study the impact of data craft on personal and shared reflection.  Figure 5. Cereal bowls representing Skype-call history with parents.  Figure 6. Teapot visualizing instant messages containing the word "love".  Figure 7. Bowl showing route of a shared trip with a friend.   References 1. Amelon, J. J. 2011. Memory, Identity and the Rhetoric of Quilts. Ph.D. Dissertation, Old Dominion University. 2. Csikszenthmihalyi, M., & Rochberg-Halton, E. 1981. The Meaning of Things: Domestic Symbols and the Self. Cambridge University Press: Cambridge, UK. 3. Huang, D., Tory, M., Aseniero, B. A., Bartram, L., Bateman, S., Carpendale, S., Tang, A., Woodbury, R. (2015). Personal Visualization and Personal Visual Analytics. IEEE TVCG 21(3), 420–433. 4. Meredith, L. 2009. Game Knitting. Retrieved on Jan 18, 2017 from: http://www.ravelry.com/patterns/ library/game-knitting  5. Nunes, M., Greenberg, S., & Neustaedter, C. 2009. Using physical memorabilia as opportunities to move into collocated digital photo-sharing. Journal of Human Computer Studies, 67, 1087–1111.  6. Odom, W., Pierce, J., Stolterman, E., & Blevis, E. 2009. Understanding why we preserve some things and discard others in the context of interaction design. Proc. CHI, 1053–1062.  7. Odom, W., Zimmerman, J., & Forlizzi, J. 2014. Placelessness, spacelessness, and formlessness: experiential qualities of virtual possessions. Proc. DIS, 985–994. .  8. Petrelli, D., Whittaker, S., & Brockmeier, J. 2008. AutoTopography: What Can Physical Mementos Tell us about Digital Memories? Proc. CHI 9. Petrelli, D., & Whittaker, S. 2010. Family memories in the home: Contrasting physical and digital mementos. Personal and Ubiquitous Computing. 153–169.  10. Rees, K. 2016. Touching Data (Oct 20, 2016). Retrieved on Jan 18, 2017 from: http://www.periscopic.com/news/touching-data 11. Sellen, A. J., Whittaker, S., & Sellen, B. A. 2010. Beyond total capture: a constructive critique of life-logging. Communications of the ACM, 53:70–77. 12. Stusak, S., Tabard, A., Sauka, F., Khot, R., & Butz, A. 2014. Activity Sculptures: Exploring the Impact of Physical Visualizations on Running Activity. IEEE TVCG, 20(12), 2201–2210.  13. Swaminathan, S., Shi, C., Jansen, Y., Dragicevic, P., Oehlberg, L. a., & Fekete, J.-D. 2014. Supporting the design and fabrication of physical visualizations. Proc. CHI, 3845–3854.  14. Thudt, A., Baur, D., Huron, S., & Carpendale, S. 2016. Visual Mementos: Reflecting Memories with Personal Data. IEEE TVCG, 22(1), 369–378.  15. Velde, B.P., 1999. The language of crafts. Activities: Reality and symbol, pp.95-106.  Alice Thudt is a PhD candidate in Computational Media Design, pursuing her research at the InnoVis Group at the University of Calgary. She is interested in using visualization to create personally meaningful artefacts from personal data. Recent projects have explored visualizations for autobiographical storytelling, the design of visualizations to reflect autobiographical memories, as well as the creation of visual mementos.  Uta Hinrichs is a Lecturer at the University of St Andrews. Her work focuses on designing and studying the use and experience of interactive systems that facilitate the exploration of (cultural) data collections from academic, leisurely, and artistic perspectives. Sheelagh Carpendale is a professor at the University of Calgary where she holds a Canada Research Chair in Information Visualization and the NSERC/AITF/SMART Industrial Research Chair in Interactive Technologies. Her research draws upon her combined backgrounds in computer science and art. By studying how people interact with information she works towards designing more natural and accessible data representations. She combines information visualization and HCI with innovative new interaction techniques to better support the everyday practices of people who are viewing, representing, and interacting with information. 

Data craft: integrating data into daily practices and shared reflections

We explore data craft as a means to create mementos that integrate data about personal and shared experiences into people’s everyday lives. Digital mementos, e.g., in form of visualizations, aim to support personal and joint reminiscing by leveraging personal data archives. However, their digital nature can complicate value construction and integration with social and everyday practices. We propose to consider data craft—the manual crafting of functional objects that incorporate personal visualizations—as an opportunity to create meaningful physical objects. We suggest that the manual creation and habitual use ofthese objects adds to their perceived value and authenticity and can spark recollection based on digital traces of personal and shared experiences. Weillustrate the concept of data craft through examples and reflect on the resulting objects as keepsakes and gifts that strengthen social relationships

Data craft: integrating data into daily practices and shared reflections

Abstract

Similar works

Full text

Available Versions

St Andrews Research Repository

University of St. Andrews - Pure

University of St. Andrews - Pure