The geometry and dynamics of lifelogs: Discovering the organizational principles of human experience

PLoS ONE

Volumn 9, Issue 5, 2014, Pages

  Sreekumar, Vishnu ^a   Dennis, Simon ^b   Doxas, Isidoros ^c,e   Zhuang, Yuwen ^d   Belkin, Mikhail ^d  

^a OHIO STATE UNIVERSITY   (United States)

^b UNIVERSITY OF NEWCASTLE   (Australia)

^c UNIVERSITY OF COLORADO   (United States)

^d The Ohio State University   (United States)

^e BAE SYSTEMS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; COMPUTER; DYNAMICS; HUMAN; IMAGE ANALYSIS; IMAGING SYSTEM; ORGANIZATIONAL STRUCTURE; PHASE TRANSITION; VISUAL INFORMATION; IMAGE PROCESSING; LANGUAGE; LIFE EVENT; MOBILE PHONE; PHYSIOLOGIC MONITORING; PHYSIOLOGY; PROCEDURES; TIME; UNITED STATES; VISION;

CELL PHONES; HUMANS; IMAGE PROCESSING, COMPUTER-ASSISTED; LANGUAGE; LIFE CHANGE EVENTS; MONITORING, PHYSIOLOGIC; OHIO; TIME FACTORS; VISION, OCULAR;

EID: 84901264152     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0097166     Document Type: Article

References (21)

1. Moskowitz DS, Young SN (2006) Ecological momentary assessment: What it is and why it is a method of the future in clinical psychopharmacology. J Psychiatry. Neurosci 31: 13-20.
2. Swan M (2009) Emerging patient-driven health care models: an examination of health social networks, consumer personalized medicine and quantified self-tracking. Int J Environ Res Public Health 6(2): 492-525.
3. Andrew AH, Eustice K, Hickl A (2013) Using location lifelogs to make meaning of food and physical activity behaviors. In: The 7th Int Conf Pervasive Comput Technol Healthc, 408-411.
4. Vazquez-Prokopec GM, Bisanzio D, Stoddard ST, Paz-Soldan V, Morrison AC, et al. (2013) Using GPS Technology to Quantify Human Mobility, Dynamic Contacts and Infectious Disease Dynamics in a Resource-Poor Urban Environment. PLoS ONE 8(4): e58802. doi:10.1371/journal.pone.0058802.
5. Song C, Qu Z, Blumm N, Barabási AL (2010) Limits of predictability in human mobility. Science, 327(5968): 1018-1021.
6. Takens F (1981) Detecting strange attractors in turbulence. In: Rand DA, Young LS, editors. Lecture notes in mathematics. Berlin: Springer-Verlag. 366-381.
7. Doxas I, Dennis S, Oliver WL (2010) The dimensionality of discourse. Proc Natl Acad Sci USA 107(11): 4866-4871.
8. González MC, Hidalgo CC, Barabási AL (2008) Understanding individual human mobility patterns. Nature 453: 779-782.
9. Eckmann J, Kamphorst SO, Ruelle D (1987) Recurrence plots of dynamical systems. Europhys Lett 5(9): 973-977.
10. Marwan N, Romano MC, Thiel M, Kurths J (2007) Recurrence plots for the analysis of complex systems. Phys Rep 438(5-6): 237-329.
11. Grassberger P, Procaccia I (1983a) Characterization of strange attractors. Phys Rev Lett 50: 346-349.
12. Grassberger P, Procaccia I (1983b) Measuring the strangeness of strange attractors. Physica D 9: 189-208.
13. Schreiber T (1999) Interdisciplinary application of nonlinear time series methods. Phys Rep 308: 1-64.
14. Mandelbrot B (1967) How long is the coast of Britain? Statistical self-similarity and fractional dimension. Science 156: 636-638.
15. Huang J, Kumar SR, Mitra M, Zhu WJ, Zabih R (1997) Image indexing using color correlograms. In Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit, 762-768.
16. Sreekumar V, Zhuang Y, Dennis S, Belkin M (2010) The dimensionality of episodic images. In R. Catrambone & S. Ohlsson (Eds.), Proceedings of the Thirty-Second Annual Meeting of the Cognitive Science Society. Austin, TX: Cognitive Science Society.
17. Chiu GS (2002) Bent-cable regression for assessing abruptness of change. Doctoral dissertation, Department of Statistics and Actuarial Science, Simon Fraser University.
18. Landauer TK, Dumais ST (1997) A solution to Plato's problem: The Latent Semantic Analysis theory of the acquisition, induction, and representation of knowledge. Psychol Rev 104: 211-240.
19. Kintsch W, McNamara D, Dennis S, Landauer TK (2006) Handbook of Latent Semantic Analysis. Nahwah, NJ: Lawrence Erlbaum Associates.
20. Landauer TK, Foltz P, Laham D (1998) Introduction to latent semantic analysis. Discourse Process 25: 259-284.
21. Griffiths T, Steyvers M, Tenenbaum J (2007) Topics in semantic representation. Psychol Rev 114: 211-244.