Visualization of human behavior data: The quantified self

Innovative Approaches of Data Visualization and Visual Analytics

Volumn , Issue , 2013, Pages 236-265

  Marcengo, Alessandro ^a   Rapp, Amon ^b  

^a TELECOM ITALIA   (Italy)

^b UNIVERSITY OF TURIN   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

BEHAVIORAL RESEARCH; DATA HANDLING; VISUALIZATION;

HUMAN BEHAVIORS; NEW APPROACHES; ROBUST APPROACHES; THEORETICAL TERMS;

DATA VISUALIZATION;

EID: 84903471463     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.4018/978-1-4666-4309-3.ch012     Document Type: Chapter

References (132)

1. 23andMe. (2012) Retrieved from https:// www.23andme.com/.
2. Abigail, S., Whittaker, S. (2010). Beyond total capture: A constructive critique of lifelogging. Communications of the ACM, 53(5), 70-77. doi:10.1145/1735223.1735243.
3. Adidas service Micoach. (2012). Retrieved from http://www.adidas.com/us/micoach/.
4. Allen, A. L. (2008). Dredging-up the past: Lifelogging, memory, and surveillance. The University of Chicago Law Review. University of Chicago. Law School, 75(1), 47-74.
5. Asthmapolis. (2012). Retrieved from http://asthmapolis. com/.
6. BAM Labs. (2012). Retrieved from http://bamlabs. com/product/.
7. Bandura, A. (1986). Social foundations of thought and action. Englewood Cliffs, NJ: Prentice-Hall.
8. Barbaro, M. (2010). Active devices based on organic semiconductors for wearable applications. IEEE Transactions on Information Technology in Biomedicine, 14(3), 758-766. doi:10.1109/ TITB.2010.2044798 PMID:20371414.
9. Bell, G., Gemmell, J. (18 February 2007). A digital life. Scientific American Magazine. Retrieved from http://www.scientificamerican.com/ article.cfm?id=a-digital-life.
10. Bentley, F. (2012). Personal health mashups: Mining significant observation from wellbeing data and context. In Proceedings of CHI2012 Workshop on Personal Informatics in Practice: Improving Quality of Life Through Data. New York: ACM Press.
11. BodyBugg. (2012). Retrieved from http://www. bodybugg.com/.
12. BodyMonitor. (2012). Retrieved from http:// bodymonitor.de.
13. Bonato, P. (2012). A review of wearable sensors and systems with application in rehabilitation. Journal of Neuroengineering and Rehabilitation, 9(21).
14. Burigat, S., Chittaro, L. (2007). Geographic data visualization on mobile devices for user's navigation and decision support activities. InBelussi, (ed.), Spatial Data on the Web-Modeling and Management. Berlin: Springer. doi:10.1007/978- 3-540-69878-4_12.
15. Bush, V. (1945). As we may think. Atlantic Monthly, 176(1), 101-108.
16. Canada, C. (2006). La cueva grande: A 43-megapixel immersive system. In Proceedings of Virtual Reality Conference 2006. New Brunswick, NJ: IEEE Press.
17. Capzels. (2012). Retrieved from http://www. capzles.com/.
18. Card, S. K. (Ed.). (1999). Readings in information visualization: Using vision to think. San Francisco: Morgan Kaufmann. changes inevitable? In Proceedings of CARPE 2004 First ACM Workshop on Continuous Archival and Retrieval of Personal Experiences. New York: ACM
19. Chittaro, L. (2006). Visualizing information on mobile devices. IEEE Computer, 39(3), 34-39. doi:10.1109/MC.2006.109.
20. Colin, W. (2008). Visual thinking: For design. San Francisco: Morgan Kaufmann.
21. Consolvo, S. (2008). Flowers or a robot army? Encouraging awareness & activity with personal, mobile displays. In Proceedings of the 10th International Conference on Ubiquitous Computing: UbiComp 08, 54-63. New York: ACM Press.
22. Corbishley, P., Rodriguez-Villegas, E. (2008). Breathing detection: Towards a miniaturized, wearable, battery-operated monitoring system. IEEE Transactions on Bio-Medical Engineering, 55(1), 196-204. doi:10.1109/TBME.2007.910679 PMID:18232362.
23. Cruz-Neira, C. (1993). Surround-screen projection- based virtual reality: The design and implementation of the cave. In Proceedings of ACM SIGGRAPH. New York: ACM Press.
24. CureTogether. (2012). Retrieved from http:// curetogether.com/.
25. Damasio, A. R. (1999). The feeling of what happens: Body and emotion in the making of consciousness. London: Harcourt Inc..
26. Daytum. (2012). Retrieved from http://www. daytum.com/.
27. deCODEme. (2012). Retrieved from http://www. decodeme.com/.
28. Definition of Self. (2012a). Retrieved from http:// www.yourdictionary.com/self-definition.
29. Definition of Self. (2012b). Retrieved from http:// en.academic.ru/dic.nsf/cide/156773/Self.
30. DIALOG. (2012). Retrieved from http://4thmainhealth.com/.
31. DiaMedics. (2012). Retrieved from http://www. martoon.com/Diamedic/Diamedic/Overview. html.
32. Dix, A. (2002). The ultimate interface and the sums of life? Interfaces, 50(16).
33. DIY Genomics. (2012). Retrieved from http:// diygenomics.org/.
34. Dodge, M., Kitchin, R. (2007). Outlines of a world coming into existence: pervasive computing and the ethics of forgetting. Environment and Planning. B, Planning & Design, 24, 431-445. doi:10.1068/b32041t.
35. DreamBoard. (2012). Retrieved from http://www. dreamborad.com.
36. Eccles, R. (2007). Stories in geotime. In Proceedings of IEEE Symposium on Visual Analytics Science and Technology, 2007. New Brunswick, NJ: IEEE Press.
37. EyeTap. (2012). Retrieved from http://eyetap.org/.
38. Few, S. (2009). Data visualization past, present and future. Innovation in Action Series. Armonk, NY: IBM.
39. Few, S. (2010). Data visualization for human perception. In: Mads& Friis (Eds.), Encyclopedia of Human-Computer Interaction. Aarhus, Denmark: The Interaction Design Foundation. Retrieved from http://www.interaction-design. org/encyclopedia/data_visualization_for_human_ perception.html.
40. FindingOptimism. (2012). Retrieved from http:// www.findingoptimism.com/.
41. Fitbit. (2012). Retrieved from http://www.fitbit. com/.
42. Fosshage, J. L. (1997). The organizing functions of dream mentation. Contemporary Psychoanalysis, 33(3), 429-458.
43. Gemignani, Z. (2012). Juice analytics. Retrieved from http://www.juiceanalytics.com/writing/ data-visualization-as-storytelling-a-stretchedanalogy/.
44. Gemmell, J. (2006). MyLifeBits: A personal database for everything. Communications of the ACM, 49(1), 88-95. doi:10.1145/1107458.1107460.
45. Gershon, N. D., Page, W. (2001). What storytelling can do for information visualization. Communications of the ACM, 44(8), 31-37. doi:10.1145/381641.381653.
46. Glasswing. (2012). Retrieved from http://www. orsense.com/product.php?ID=38.
47. Gotta Feeling. (2012). Retrieved from http://gottafeeling. com/.
48. Greimas, A.-J. (1987). On meaning: Selected writings in semiotic theory. Minneapolic, MN: University of Minnesota Press.
49. Gruber, T. R. (1995). Toward principles for the design of ontologies used for knowledge sharing? International Journal of Human-Computer Studies, 43(5-6), 907-928. doi:10.1006/ijhc.1995.1081.
50. Guardian. (2010). Retrieved from http://www. guardian.co.uk/science/2011/dec/02/psychologyhuman- biology?newsfeed=true.
51. Guarino, N. (1998), Formal ontology in information systems. In Proceedings of FOIS '98. Amsterdam, IOS Press.
52. Guidano, V. F. (1987). Complexity of the self. New York: Guilford.
53. Guidano, V. F. (1991). The self in process. New York: Guilford.
54. Guidano, V. F., Liotti, G. (1986). Cognitive processes and emotional disorders. New York: Guilford.
55. Gyorbiro, N. (2010). Collaborative capturing of significant life memories? In Proceedings of CHI 2010 Worksho-Know Thyself: Monitoring and Reflecting on Facets of One's Life. New York: ACM Press.
56. Happy Factor. (2012). Retrieved from http:// howhappy.dreamhosters.com/.
57. Health Tracking. (2012). Retrieved from Network http://www.healthtracking.net/.
58. HealthEngage. (2012). Retrieved from http:// www.healthengage.com/.
59. HealthMonth. (2012). Retrieved from http:// healthmonth.com.
60. HealthVault. (2012). Retrieved from http://www. microsoft.com/en-gb/healthvault/default.aspx.
61. Heer, J. (2008). Graphical histories for visualization: Supporting analysis, communication, and evaluation. IEEE Transactions on Visualization and Computer Graphics, 14(6), 1189-1196. doi:10.1109/TVCG.2008.137 PMID:18988963.
62. Hodges, S. (2006). L. SenseCam: A Retrospective Memory Aid. [Berlin: Springer.]. Proceedings of UBICOMP, 2006, 81-90.
63. Information Display: Display Week. (2012). Review Issue, 28.
64. Internet Multimedia Lab at the University of Southern California. (2004). Total recall: A personal information management system. Retrieved from http://bourbon.usc.edu/iml/recall/.
65. ITC's Michigan Control Room. (2012). Retrieved from http:/ / pro.sony.com / bbsccms / assets / files / micro / sxrd / articles / ITC_IGI_SXRD_ CASE_STUDY.pdf.
66. Jawbone UP System. (2012). Retrieved from http:// jawbone.com/up.
67. Kay, M. (2011). Lulaby: Environmental sensing for sleep self-improvement. In Proceedings of CHI2011 Workshop on Personal Informatics. New York: ACM Press.
68. Knome. (2012). Retrieved from http://www. knome.com/.
69. Lewin, K. (1951). Field theory in social science; Selected theoretical papers. New York: Harper & Row.
70. LifeLapse. (2012). Retrieved from http://www. lifelapse.com/.
71. Loseit. (2012) Retrieved from http://www.loseit. com/.
72. Mann, S. (2004) Continuous lifelong capture of personal experiences with eyetap. In Proceedings of 1st ACM Workshop on Continuous Archival and Retrieval of Personal Experiences. New York: ACM Press.
73. Mayer-Schönberger, V. (2009). Delete: The virtue of forgetting in the digital age. Princeton, NJ: Princeton University Press.
74. Mechdyne. (n.d.). Retrieved from http://www. mechdyne.com/cave.aspx.
75. Miller, G. A. (1960). Plans and the structure of behavior. New York: Holt, Rhinehart, & Winston. doi:10.1037/10039-000.
76. MoodPanda. (2012). Retrieved from http://Mood- Panda.com/.
77. Moodscope. (2012). Retrieved from http://www. moodscope.com/login.
78. MoodTracker. (2012). Retrieved from https:// www.moodtracker.com/.
79. Moore, B. (2010). Assisted self reflection: Combining lifetracking, sensemaking, & personal information management. In Proceedings of CHI 2010 Workshop-Know Thyself: Monitoring and Reflecting on Facets of One's Life. New York: ACM Press.
80. Morin, E. (2003). La méthode: L'humanité de l'humanité-L'identité humaine. Paris: Le Seuil, Nouvelle Èdition, coll. Points.
81. My Calorie Counter. (2012). Retrieved from http:// my-calorie-counter.com/calorie_counter.asp.
82. MyFitnessPal. (2012). Retrieved from http://www. myfitnesspal.com/.
83. MyMedLab. (2012). Retrieved from https://www. mymedlab.com/.
84. Nack, F. (2005). You must remember this. IEEE MultiMedia, 12(1), 4-7. doi:10.1109/ MMUL.2005.17.
85. Navigenics. (2012). Retrieved from http://www. navigenics.com/.
86. Neisser, U. (1967). Cognitive psychology. New York: Appleton-Century-Crofts.
87. Ni, T. (2006). A survey of large high-resolution display technologies, techniques, and applications. In Proceedings of the IEEE Conference on Virtual Reality. New Brunswick, NJ: IEEE Press.
88. Nike + iPod Sport Kit. (2012) Retrieved from http://www.apple.com/ipod/nike/.
89. O'Hara, K. (2006). Memories for life: A review of the science and technology. Journal of the Royal Society, Interface, 3, 351-365. doi:10.1098/ rsif.2006.0125 PMID:16849265.
90. Pathway. (2012). Retrieved from https://www. pathway.com/.
91. PatientsLikeMe. (2012). Retrieved from http:// www.patientslikeme.com/.
92. Personal Genome Project. (2012). Retrieved from http://www.personalgenomes.org.
93. Pina, L. R. (2012). Fitbit+: A behavior-based intervention system to reduce sedentary behavior. In Popper & Eccles (Eds.), The Self and the Brain. London: Springer International.
94. Private MD Lab Services. (2012). Retrieved from https://www.mymedlab.com/.
95. Propp, V. (1927). Morphology of the folktale. Transactions of Laurence Scott (2nd ed.). Austin, TX: University of Texas Press.
96. Ramirez, E. R., Hekler, E. (2012). Digital histories for future health. In Proceedings of CHI2012 Workshop on Personal Informatics in Practice: Improving Quality of Life Through Data. New York: ACM Press.
97. Rationalizer. (2012). Retrieved from http://www. mirrorofemotions.com/.
98. Rawassizadeh, R. (2012). UbiqLog: A generic mobile phone based life-log framework. Personal and Ubiquitous Computing, 2012. London, UK: Springer.
99. ReliefInsite. (2012). Retrieved from http://www. reliefinsite.com/.
100. Renambot, L. (2012). Lambdavision: Building a 100 megapixel display. Retrieved from www.evl. uic.edu/cavern/sage/pubs/LambdaVision-light. pdf.
101. Rensink, R. A. (2002). Internal vs. external information in visual perception. In Proceedings of the Second International Symposium on Smart Graphics. Smart Graphics, 2, 63-70
102. Ricoeur, P. (1992). Oneself as another. Chicago: University of Chicago Press.
103. Roambi. (2012). Retrieved from http://www. roambi.com.
104. Runkeeper. (2012). Retrieved from http://runkeeper. com/.
105. Sandstrom, T. (2003). The hyperwall. In Proceedings of the Conference on Coordinated and Multiple Views in Exploratory Visualizations. New Brunswick, NJ: IEEE Press.
106. Schell, J. (2008). The art of game design: A book of lenses. Burlington, MA: Elsevier.
107. Segel, E., Heer, J. (2010). Narrative visualization: Telling stories with data. IEEE Transactions on Visualization and Computer Graphics, 16(6), 1139-1148. doi:10.1109/TVCG.2010.179 PMID:20975152.
108. SenseWear. (2012). Retrieved from http://sensewear. bodymedia.com/.
109. Shaltis, P. A. (2006). Wearable, cuff-less PPG-based blood pressure monitor with novel height sensor. In Proceedings of IEEE Engineering in Medicine and Biology Society. New Brunswick, NJ: IEEE Press. doi:10.1109/ IEMBS.2006.260027.
110. Skinner, B. F. (1938). The behavior of organisms: An experimental analysis. New York: Appleton- Century.
111. Skinner, B. F. (1953). Science and human behavior. New York: Macmillan.
112. SNPedia. (2012). Retrieved from http://www. snpedia.com/index.php / SNPedia.
113. StressEraser. (2012). Retrieved from http://www. stresseraser.com.
114. SugarStats. (2012). Retrieved Sfrom https:// sugarstats.com/.
115. Swan, M. (2009). Emerging patient-driven health care models: An examination of health social networks, consumer personalized medicine, and quantified self-tracking. International Journal of Environmental Research and Public Health, 6(2), 492-525. doi:10.3390/ijerph6020492 PMID:19440396.
116. Swan, M. (2011). Genomic self-hacking. Retrieved from http://quantifiedself.com/2011/11/melanieswan- on-genomic-self-hacking/.
117. Thelen, S. (2010). Advanced visualization and interaction techniques for large high-resolution displays. InMiddel, Ariane (eds.), Visualization of Large and Unstructured Data Sets-Applications in Geospatial Planning, Modeling, and Engineering, 19 (73-81). Berlin: DFG.
118. Track Your Happiness. (2012). Retrieved from http://www.trackyourhappiness.org/.
119. Tufte, E. R. (1983). The visual display of quantitative information. Cheshire, CT: Graphics Press.
120. Tukey, J. W. (1977). Exploratory data analysis. Boston: Addison-Wesley.
121. UCLA. (2011). Retrieved from http://www.cens. ucla.edu/pub/ParticipatoryOpenMhealth-Apple- DE080711.pdf.
122. VisblockTM. (2012). Retrieved from http://www. visbox.com/visblock.html.
123. Whittaker, S. (2012). Socio-technical lifelogging: Deriving design principles for a future proof digital past. Human-Computer Interaction, 27, 37-62.
124. Withings scales. (2012). Retrieved from http:// www.withings.com/.
125. Wojtkowski, W., Wojtkowski, W. G. (2002). Storytelling: Its role in information visualization. In Proceedings of European Systems Science Congress. New Brunswick, NJ: IEEE Press.
126. Wolf, G. (2008). Genomic openness. Retrieved from http://quantifiedself.com/2008/01/genomicopenness/.
127. Wolf, G. (2010). Ted talk. Retrieved from http:// www.ted.com/talks/gary_wolf_the_quantified_ self.html.
128. Yau, N., Hansen, M. (2010). your.flowingdata: Personal data collection via twitter. In Proceedings of CHI 2010 Workshop-Know Thyself: Monitoring and Reflecting on Facets of One's Life. New York: ACM Press.
129. Your.flowingdata. (2012). Retrieved from http:// your.flowingdata.com/.
130. Zeo. (2012). Retrieved from http://www.myzeo. com/sleep/.
131. Zhang, J. (2009). UWB systems for wireless sensor networks. Proceedings of the IEEE, 97(2), 313-331. doi:10.1109/JPROC.2008.2008786.
132. ZigBee Alliance. (2012). Retrieved from http:// www.zigbee.org.