Abstract
How much time do you spend on each activity today? This is one of the central issues of optimization in a broad spectrum of services and personal activities. However, conventionally, the time allocation and prioritization have been out of the scope of science, but a matter of managerial or personal decision making.
This chapter, based on longitudinal measurement of human dynamics, denies this and uncovers that the time for any activity is constrained by the thermodynamics-based upper limit. The derived formula, the same form as that for Carnot efficiency of a heat engine based on the entropy-maximizing principle, is found to be governing the daily human activity process. This physics-based understanding of human time-allocation changes the framework of optimization in any activities and also provides novel principle for better productivity, e.g., through balanced motion-bandwidth utilization, in service, work, education, and life.
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Ara K et al (2008) Sensible organization: changing our business and work styles through sensor data. IPSJ J 49:1625–1636
Ara K et al (2009) Predicting flow state in daily work through continuous sensing of motion rhythm. In: INSS’09: Proceedings of the 6th International conference on networked sensing systems, pp 145–150
Barabasi AL (2005) The origin of bursts and heavy tails in human dynamics. Nature 435:207–211
Barabasi AL (2010) Bursts. Dutton, New York
Barthelemy M (2011) Spatial network. Phys Rep 499:1–101
Bruns WJ, Kaplan RS (1987) Accounting and management: a field study perspective. Harvard Business School Press, Boston
Cattuto C, Van den Broeck W, Barrat A, Colizza V, Pinton J-F, Vespignani A (2010) Dynamics of person-to-person interactions from distributed RFID sensor networks. PLoS One 5(7):e11596
Covey SR (1989) The 7 habits of highly effective people. Fireside, New York
Drucker PF (1966) The effective executive. HarperCollins, New York
Drucker PF (1999) Management challenges for the 21st century. HarperCollins, New York
Eagle N, Pentland A (2006) Reality mining: sensing complex social systems. Pers Ubiquit Comput 10:255–268
Freund LE, Spohrer JC (2012) The human side of service engineering. Hum Factors Ergon Manuf Serv Ind 23(1):2–10
Georgescu-Roegen N (1971) The entropy law and the economic process. Harvard University Press, Cambridge
Gonzalez MC, Lind PG, Herrmann HJ (2006) System of mobile agents to model social networks. Phys Rev Lett 96:088702
Gonzalez MC, Hidalgo CA, Barabasi AL (2008) Understanding individual human mobility patterns. Nature 453:779–782
Haken H (1978) Synergetics: an introduction nonequilibrium phase transitions and self-organization in physics, chemistry and biology. Springer, Berlin
Hilty C (1891) Happiness (Glück)
Lyubomirsky S, Sheldon KM, Schkade D (2005) Pursuing happiness: the architecture of sustainable change. Rev Gen Psychol 9(2):111–131
Memoto (2012) Web site. http://memoto.com/
Nakamura T et al (2007) Universal scaling law in human behavioral organization. Phys Rev Lett 99(13):138103
Nakamura T et al (2008) Of mice and men—universality and breakdown of behavioral organizations. PLoS ONE 3(4):e2050
Palmisano SJ (2008) A smarter planet: the next leadership agenda. IBM. November 6. http://www.rochestermnchamber.com/images/ASmarterPlanet-TheNextLeadershipAgenda.pdf
Pentland A, Choudhury T, Eagle N, Singh P (2005) Human dynamics: computation for organizations. Pattern Recogn Lett 26:503–511
Rosenkrantz RD (ed) (1983) E. T. Jaynes: papers on probability, statistics and statistical physics. Kluwer Academic, Dordrecht
Roy D (2009) New horizons in the study of child language acquisition. In: Proceedings of INTERSPEECH-2009, Brighton, England, 6–10 September 2009
Schrödinger E (1946) Statistical thermodynamics. Cambridge University Press, Cambridge
Song C, Qu Z, Blumm N, Barabasi AL (2010) Limits of predictability in human mobility. Science 327:1018–1021
Tanaka T, Yamashita S, Aiki K, Kuriyama H, Yano K (2008) Life microscope: continuous daily-activity recording system with tiny wireless sensor, 5th International conference on networked sensing systems, pp 162–165
Vazquez A et al (2006) Modeling bursts and heavy tails in human dynamics. Phys Rev E 73:036127
Waber A, Olguin D, Kim T, Mohan A, Ara K, Pentland A (2007) Organizational engineering using sociometric badges. In: Proceedings of NetSci: International conference on network science, 20–25 May 2007
Watanabe J, Akitomi T, Ara K, Yano K (2011) Antiferromagnetic character of workplace stress. Phys Rev E 84:017101
Yamashita S et al (2006) A 15 × 15 mm, 1 μA, reliable sensor-net module: enabling application-specific nodes. In: Proceedings of the 5th International Conference on Information Processing in Sensor Networks, pp 383–390
Yano K (2013) The science of human interaction and the teaching. Mind Brain Educ 7(1):19–29
Yano K, Ara K, Moriwaki N, Kuriyama H (2009) Measurement of human behavior: creating a society for discovering opportunities. Hitachi Rev 58(4):139–144
Acknowledgments
I would like to thank K. Kawamoto, T. Tanaka, K. Aiki, H. Kuriyama for measurement, N. Masuda, H. Kubota, N. Sato and A. Sato for discussion and comments, T. Akitomi, J. Watanabe, K. Ara, H. Takeda for suggestions on modeling. Anonymous statistical data were obtained with written consent having policy for information handling and ethics.
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Yano, K. (2016). Quest for Equation of Life: Scientific Constraints on How We Spend Our Time. In: Kwan, S., Spohrer, J., Sawatani, Y. (eds) Global Perspectives on Service Science: Japan. Service Science: Research and Innovations in the Service Economy. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-3594-9_14
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DOI: https://doi.org/10.1007/978-1-4939-3594-9_14
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