ABSTRACT
During information foraging, knowledge workers iteratively seek, filter, read, and extract information. When using multiple information sources and different applications for information processing, re-examination of activities for validation of previous decisions or re-discovery of previously used information sources is challenging. In this paper, we present a novel representation of cross-application histories to support recall of past operations and re-discovery of information resources. Our graphical history consists of a cross-scale visualization combining an overview node-link diagram of used desktop resources with nested (animated) snapshot sequences, based on a recording of the visual screen output during the users' desktop work. This representation makes key elements of the users' tasks visually stand out, while exploiting the power of visual memory to recover subtle details of their activities. In a preliminary study, users found our graphical history helpful to recall details of an information foraging task and commented positively on the ability to expand overview nodes into snapshot and video sequences.
- Archambault, D., Munzner, T., and Auber, D. GrouseFlocks: Steerable exploration of graph hierarchy space. IEEE Transactions on Visualization and Computer Graphics 14, 4 (2008), 900--913. Google ScholarDigital Library
- Ayers, E. Z., and Stasko, J. T. Using graphic history in browsing the world wide web. Technical Report GIT-GVU-95-12, Georgia Institute of Technology, 1995.Google Scholar
- Benjamin, A. S. Memory is more than just remembering: Strategic control of encoding, accessing memory, and making decisions. In Psychology of Learning and Motivation, Aaron S. Benjamin and Brian H. Ross, Ed., vol. Volume 48 of Skill and Strategy in Memory Use. Academic Press, 2007, 175--223.Google ScholarCross Ref
- Bezerianos, A., Dragicevic, P., and Balakrishnan, R. Mnemonic rendering: an image-based approach for exposing hidden changes in dynamic displays. In Proc. UIST 2006, ACM (2006), 159168. Google ScholarDigital Library
- Borkin, M. A., Yeh, C. S., Boyd, M., Macko, P., Gajos, K. Z., Seltzer, M., and Pfister, H. Evaluation of filesystem provenance visualization tools. IEEE Transactions on Visualization and Computer Graphics 19, 12 (Dec. 2013), 2476--2485. Google ScholarDigital Library
- Burch, M., and Diehl, S. TimeRadarTrees: Visualizing dynamic compound digraphs. Computer Graphics Forum 27, 3 (2008), 823--830. Google ScholarDigital Library
- Callahan, S. P., Freire, J., Santos, E., Scheidegger, C. E., Silva, C. T., and Vo, H. T. VisTrails: visualization meets data management. In Proc. SIGMOD 2006, ACM (2006), 745--747. Google ScholarDigital Library
- Card, S., Suh, B., Pendleton, B., Heer, J., and Bodnar, J. Time tree: Exploring time changing hierarchies. In IEEE Symposium on Visual Analytics Science And Technology (2006), 3--10.Google ScholarCross Ref
- Cernea, D., Truderung, I., Kerren, A., and Ebert, A. WebComets: A tab-oriented approach for browser history visualization. In Proc. IVAPP 2013, SciTePress - Science and and Technology Publications (2013), 439--450.Google Scholar
- Ghoniem, M., Fekete, J., and Castagliola, P. A comparison of the readability of graphs using node-link and matrix-based representations. In IEEE Symposium on Information Visualization, 2004. (2004), 17--24. Google ScholarDigital Library
- Gou, L., and Zhang, X. TreeNetViz: Revealing patterns of networks over tree structures. IEEE Transactions on Visualization and Computer Graphics 17, 12 (2011), 2449--2458. Google ScholarDigital Library
- Grossman, T., Matejka, J., and Fitzmaurice, G. Chronicle: capture, exploration, and playback of document workflow histories. In Proc. UIST 2010, ACM (2010), 143--152. Google ScholarDigital Library
- Hailpern, J., Jitkoff, N., Warr, A., Karahalios, K., Sesek, R., and Shkrob, N. YouPivot: improving recall with contextual search. In Proc. CHI 2011, ACM (2011), 1521--1530. Google ScholarDigital Library
- Heer, J., Mackinlay, J., Stolte, C., and Agrawala, M. Graphical histories for visualization: Supporting analysis, communication, and evaluation. IEEE Transactions on Visualization and Computer Graphics 14, 6 (Dec. 2008), 1189--1196. Google ScholarDigital Library
- Henry, N., Fekete, J., and McGuffin, M. NodeTrix: a hybrid visualization of social networks. IEEE Transactions on Visualization and Computer Graphics 13, 6 (2007), 1302--1309. Google ScholarDigital Library
- Hong, J. I., and Landay, J. A. WebQuilt: a framework for capturing and visualizing the web experience. In Proc. WWW 2001, ACM (2001), 717--724. Google ScholarDigital Library
- Javed, W., and Elmqvist, N. Exploring the design space of composite visualization. In Proc. PacificVis 2012, IEEE (2012), 1--8. Google ScholarDigital Library
- Jensen, C., Lonsdale, H., Wynn, E., Cao, J., Slater, M., and Dietterich, T. G. The life and times of files and information: a study of desktop provenance. In Proc. CHI 2010, ACM (2010), 767--776. Google ScholarDigital Library
- Klemmer, S. R., Thomsen, M., Phelps-Goodman, E., Lee, R., and Landay, J. A. Where do web sites come from?: Capturing and interacting with design history. In Proc. CHI 2002, ACM (2002), 1--8. Google ScholarDigital Library
- Kong, N., Grossman, T., Hartmann, B., Agrawala, M., and Fitzmaurice, G. Delta: a tool for representing and comparing workflows. In Proc. CHI 2012, ACM (2012), 1027--1036. Google ScholarDigital Library
- Laadan, O., Baratto, R. A., Phung, D. B., Potter, S., and Nieh, J. DejaView: a personal virtual computer recorder. SIGOPS Oper. Syst. Rev. 41, 6 (Oct. 2007), 279--292. Google ScholarDigital Library
- Ma, K.-L. Image graphs -- a novel approach to visual data exploration. In Proc. VIS 1999, IEEE Computer Society Press (1999), 81--88. Google ScholarDigital Library
- Macko, P., and Seltzer, M. Provenance map orbiter: Interactive exploration of large provenance graphs. In Proc. USENIX TaPP 2011 (2011).Google Scholar
- Moreau, L., Clifford, B., Freire, J., Futrelle, J., Gil, Y., Groth, P., Kwasnikowska, N., Miles, S., Missier, P., Myers, J., Plale, B., Simmhan, Y., Stephan, E., and den Bussche, J. V. The open provenance model core specification (v1.1). Future Generation Computer Systems 27, 6 (June 2011), 743--756. Google ScholarDigital Library
- Nakamura, T., and Igarashi, T. An application-independent system for visualizing user operation history. In Proc. UIST 2008, ACM (2008), 23--32. Google ScholarDigital Library
- Oliver, N., Smith, G., Thakkar, C., and Surendran, A. C. SWISH: semantic analysis of window titles and switching history. In Proc. IUI 2006, ACM (2006), 194--201. Google ScholarDigital Library
- Perin, C., Vuillemot, R., and Fekete, J.-D. SoccerStories: A kick-off for visual soccer analysis. IEEE Transactions on Visualization and Computer Graphics 19, 12 (Dec. 2013), 2506--2515. Google ScholarDigital Library
- Pirolli, P., and Card, S. The sensemaking process and leverage points for analyst technology as identified through cognitive task analysis. In 2005 International Conference on Intelligence Analysis (2005), 1--6.Google Scholar
- Pretorius, A., and van Wijk, J. Visual analysis of multivariate state transition graphs. IEEE Transactions on Visualization and Computer Graphics 12, 5 (2006), 685--692. Google ScholarDigital Library
- Rattenbury, T., and Canny, J. CAAD: An automatic task support system. In Proc. CHI 2007, ACM (2007), 687--696. Google ScholarDigital Library
- Schacter, D. L. The seven sins of memory: Insights from psychology and cognitive neuroscience. American Psychologist 54, 3 (1999), 182--203.Google ScholarCross Ref
- Schmidt, B., Doeweling, S., and Muehlhaeuser, M. Interaction history visualization. In Proc. SIGDOC 2012, ACM (2012), 261--270. Google ScholarDigital Library
- Sugiyama, K., and Misue, K. Visualization of structural information: automatic drawing of compound digraphs. IEEE Transactions on Systems, Man and Cybernetics 21, 4 (1991), 876--892.Google ScholarCross Ref
- von Landesberger, T., Kuijper, A., Schreck, T., Kohlhammer, J., van Wijk, J., Fekete, J.-D., and Fellner, D. Visual analysis of large graphs: State-of-the-art and future research challenges. Computer Graphics Forum 30, 6 (2011), 1719--1749.Google ScholarCross Ref
- Wexelblat, A., and Maes, P. Footprints: history-rich tools for information foraging. In Proc. CHI 1999, ACM (1999), 270--277. Google ScholarDigital Library
- Yeung, M., Yeo, B.-L., and Liu, B. Extracting story units from long programs for video browsing and navigation. In Proc. ICMCS 1996, IEEE (1996), 296--305. Google ScholarDigital Library
Index Terms
- Graphical histories of information foraging
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