Author(s):

  • Swan, Melanie

Abstract:

The number of devices on the Internet exceeded the number of people on the Internet in 2008, and is estimated to reach 50 billion in 2020. A wide-ranging Internet of Things (IOT) ecosystem is emerging to support the process of connecting real-world objects like buildings, roads, household appliances, and human bodies to the Internet via sensors and microprocessor chips that record and transmit data such as sound waves, temperature, movement, and other variables. The explosion in Internet-connected sensors means that new classes of technical capability and application are being created. More granular 24/7 quantified monitoring is leading to a deeper understanding of the internal and external worlds encountered by humans. New data literacy behaviors such as correlation assessment, anomaly detection, and high-frequency data processing are developing as humans adapt to the different kinds of data flows enabled by the IOT. The IOT ecosystem has four critical functional steps: data creation, information generation, meaning-making, and action-taking. This paper provides a comprehensive review of the current and rapidly emerging ecosystem of the Internet of Things (IOT).

Documentation:

https://doi.org/10.3390/jsan1030217

References:
  1. National Intelligence Council. Disruptive Technologies Global Trends 2025. Six Technologies with Potential Impacts on US Interests Out to 2025. 2008. Available online: http://www.fas.org/irp/nic/disruptive.pdf(accessed on 31 October 2012).
  2. Vinge, V. Who’s Afraid of First Movers? The Singularity Summit, San Francisco, CA, USA, 13–14 October 2012. Available online: http://singularitysummit.com/schedule/ (accessed on 31 October 2012).
  3. GMSA. Connected Life Top Ten Applications by 2020. Available online: http://connectedlife.gsma.com/toptenappsin2020/#_ftn1 (accessed on 31 October 2012).
  4. Murphy, C. Union Pacific Delivers Internet Of Things Reality Check. InformationWeek. 2012. Available online: http://www.informationweek.com/global-cio/interviews/union-pacific-delivers-internet-of-thing/240004930(accessed on 31 October 2012).
  5. X Prize Foundation. X PRIZE and Qualcomm Announce $10 Million Tricorder Prize. X Prize Blog. 2011. Available online: http://www.xprize.org/x-prize-and-qualcomm-announce-10-million-tricorder-prize (accessed on 31 October 2012).
  6. Buntz, B. An Internet of You: Bringing Sensors out of the Clinic into Our Lives. European Medical Device Technology. 2012. Available online: http://www.emdt.co.uk/article/internet-you-bringing-sensors-out-clinic-our-lives.
  7. Evans, D. The Internet of Things. Cisco Blog. 2011. Available online: http://blogs.cisco.com/news/the-internet-of-things-infographic/ (accessed on 31 October 2012).
  8. Brand, T. Connected Living: The Next Wave of Mobile Devices. GSMA Ministerial Programme. 2012. Available online: http://www.gsma.com/connectedliving/wp-content/uploads/2012/05/thenextwaveofmobiledevices.pdf (accessed on 31 October 2012).
  9. Newton, C. New patent hints at Google Glass wristwatch. cnet. 2012. Available online: http://news.cnet.com/8301-17938_105-57525456-1/new-patent-hints-at-google-glass-wristwatch/ (accessed on 31 October 2012).
  10. Jung, S. Larklife Looks to Help You Improve Your Health and Your Sleep. 2012. Available online: http://techcrunch.com/2012/10/17/amiigo-is-a-fitness-bracelet-plus-app-that-knows-what-type-of-exercise-youre-doing-and-what-its-doing-to-you/ (accessed on 31 October 2012). medGadget.
  11. Lomas, N. Amiigo Is A Fitness Bracelet (Plus App) That Knows What Type Of Exercise You’re Doing—And What It’s Doing To You. TechCrunch. 2012. Available online: http://techcrunch.com/2012/10/17/amiigo-is-a-fitness-bracelet-plus-app-that-knows-what-type-of-exercise-youre-doing-and-what-its-doing-to-you/ (accessed on 31 October 2012).
  12. Poh, M.Z.; Swenson, N.C.; Picard, R.W. A wearable sensor for unobtrusive, long-term assessment of electrodermal activity. IEEE Trans. Biomed. Eng. 201057, 1243–1252. [Google Scholar] [CrossRef]
  13. Prakash, D.; Berlin, E. Adhesive-Based Technologies Stick to Home Healthcare. Medical Device and Diagnostic Industry. 2012. Available online: http://www.mddionline.com/article/adhesive-technologies-home-healthcare(accessed on 31 October 2012).
  14. Schwartz, A. No More Needles: A Crazy New Patch Will Constantly Monitor Your Blood. Co.EXIST. 2012. Available online: http://www.fastcoexist.com/1680025/no-more-needles-a-crazy-new-patch-will-constantly-monitor-your-blood (accessed on 31 October 2012).
  15. Talbot, D.; Sutton, K. Making Stretchable Electronics. MIT Technology Review. 2012. Available online: http://www.technologyreview.com/demo/428944/making-stretchable-electronics/ (accessed on 31 October 2012).
  16. Ostrovsky, G. New Startup Develops Continuous Blood Pressure Measurement without a Counter-Pressure Cuff. medGadget. 2012. Available online: http://medgadget.com/2012/02/new-startup-develops-continuous-blood-pressure-measurement-without-a-counter-pressure-cuff.html (accessed on 31 October 2012).
  17. Neithercott, T. Continuous Glucose Monitors. Diabetes Forecast. 2012. Available online: http://forecast.diabetes.org/magazine/features/continuous-glucose-monitors?page=2 (accessed on 31 October 2012).
  18. Ahlberg, L. Pocket chemistry: DNA Helps Glucose Meters Measure More Than Sugar, 2012. Available online: http://news.illinois.edu/news/11/0725glucose_meter_YiLu.html (accessed on 31 October 2012).
  19. Xiang, Y.; Lu, Y. Using personal glucose meters and functional DNA sensors to quantify a variety of analytical targets. Nat. Chem. 20113, 697–703. [Google Scholar]
  20. Lewis, N. Remote Patient Monitoring Market to Double By 2016. InformationWeek Healthcare. 2012. Available online: http://www.informationweek.com/healthcare/mobile-wireless/remote-patient-monitoring-market-to-doub/240004291 (accessed on 31 October 2012).
  21. Kadet, A. When Medical Testing Gets in Your Blood. SmartMoney. 2012. Available online: http://www.smartmoney.com/spend/technology/when-medical-selftesting-gets-in-your-blood-1344972486855/ (accessed on 31 October 2012).
  22. Papakostas, G.I.; Shelton, R.C.; Kinrys, G.; Henry, M.E.; Bakow, B.R.; Lipkin, S.H.; Pi, B.; Thurmond, L.; Bilello, J.A. Assessment of a multi-assay, serum-based biological diagnostic test for major depressive disorder: a Pilot and Replication Study. Mol. Psychiatry 2011. [Google Scholar]
  23. Heianza, Y.; Arase, Y.; Fujihara, K.; Tsuji, H.; Saito, K.; Hsieh, S.; Kodama, S.; Shimano, H.; Yamada, N.; Hara, S.; Sone, H. High normal HbA(1c) levels were associated with impaired insulin secretion without escalating insulin resistance in Japanese individuals: The Toranomon Hospital Health Management Center Study 8 (TOPICS 8). Diabet. Med. 201229, 1285–1290. [Google Scholar]
  24. Petersen, M.K.; Stahlhut, C.; Stopczynski, A.; Larsen, J.E.; Hansen, L.K. Smartphones Get Emotional: Mind Reading Images and Reconstructing the Neural Sources. In Proceedings of Affective Computing and Intelligent Interaction Conference, Memphis, TN, USA, 9–12 October 2011; Available online: http://www2.imm.dtu.dk/pubdb/views/edoc_download.php/6124/pdf/imm6124.pdf (accessed on 31 October 2012).
  25. Villarejo, M.V.; Zapirain, B.G.; Zorrilla, A.M. A stress sensor based on Galvanic Skin Response (GSR) controlled by ZigBee. Sensors 201212, 6075–6101. [Google Scholar] [CrossRef]
  26. Heine, B. iOS And Android Are Growing Faster Than any other Digital Revolution in History. Cult of Android. 2012. Available online: http://www.cultofandroid.com/15276/ios-and-android-are-growing-faster-than-any-other-digital-revolution-in-history/ (accessed on 31 October 2012).
  27. Parikh, R. Interview with Max Little, Ph.D.,Director of the Parkinson’s Voice Initiative. medGadget. 2012. Available online: http://medgadget.com/2012/08/interview-with-max-little-ph-d-director-of-the-parkinsons-voice-initiative.html (accessed on 31 October 2012).
  28. Stomp, W. LifeWatch V: Android-based Healthcare Smartphone Packed with Medical Sensors. medGaget. 2012. Available online: http://medgadget.com/2012/07/lifewatch-v-android-based-healthcare-smartphone-packed-with-medical-sensors.html (accessed on 31 October 2012).
  29. Nazarian, R. Sensordrone will give your smartphone or tablet a sixth sense and beyond. Talk Android. 2012. Available online: http://www.talkandroid.com/116358-sensordrone-will-give-your-smartphone-or-tablet-a-sixth-sense-and-beyond/ (accessed on 31 October 2012).
  30. Owano, N. Electric Imp Serves up plants-thirsty, Lights-on Control. Phys.Org News. 2012. Available online: http://phys.org/news/2012-05-electric-imp-plants-thirsty-lights-on.html (accessed on 31 October 2012).
  31. Augemberg, K. In Search of the Perfect Quantified-Self App. Part 2: The Apps That Track Them All. MeasuredMe. 2012. Available online: http://www.measuredme.com/2012/09/in-search-of-the-perfect-quantified-self-app-part-2-the-apps-that-track-them-all.html (accessed on 31 October 2012).
  32. Anonymous. Smart Electric Meters, Advanced Metering Infrastructure, and Meter Communications: Global Market Analysis and Forecasts. PikeResearch. 2012. Available online: http://www.pikeresearch.com/research/smart-meters (accessed on 31 October 2012).
  33. Nguyen, D. Chapter 1. Using Google Refine to Clean Messy Data. The ProPublica Nerd Blog. 2010. Available online: http://www.propublica.org/nerds/item/using-google-refine-for-data-cleaning (accessed on 31 October 2012).
  34. tinkerlog. Visualizing sensor data with OSX? Electrical Enginnering StackExchange. 2009. Available online: http://electronics.stackexchange.com/questions/1192/visualizing-sensor-data-with-osx (accessed on 31 October 2012).
  35. Swan, M. Multigenic condition risk assessment in direct-to-consumer genomic services. Genet. Med. 201012, 279–288. [Google Scholar]
  36. Taleb, N.N. Umberto Eco’s Antilibrary. In The Black Swan: The Impact of the Highly Improbable; Random House: New York, NY, USA, 2007; pp. 1–25. [Google Scholar]
  37. Swan, M. Health 2050: The Realization of Personalized Medicine through Crowdsourcing, the Quantified Self, and the Participatory Biocitizen. J. Pers. Med. 20122, 93–118. [Google Scholar] [CrossRef]
  38. Swan, M. Microcommunication: High-Valence Minicontent Bursts. Broader Perspective. 2012. Available online: http://futurememes.blogspot.com/2012/09/microcommunication-high-valence.html (accessed on 31 October 2012).
  39. Kong, A.; Beresford, S.A.; Alfano, C.M.; Foster-Schubert, K.E.; Neuhouser, M.L.; Johnson, D.B.; Duggan, C.; Wang, C.Y.; Xiao, L.; Jeffery, R.W.; et al. Self-monitoring and eating-related behaviors are associated with 12-month weight loss in postmenopausal overweight-to-obese women. J. Acad. Nutr. Diet. 2012112, 1428–1435. [Google Scholar]
  40. Wood, G.; Newborough, M. Dynamic energy-consumption indicators for domestic appliances: environment, behaviour and design. Energ. Build. 200335, 821–841. [Google Scholar]
  41. Parker, D.S. Pilot Evaluation of Energy Savings from Residential Energy Demand Feedback Devices. Sol. Energ.200813, 1–32. [Google Scholar]
  42. Petersen, J.E.; Shunturov, V.; Janda, K.; Platt, G.; Weinberger, K. Dormitory residents reduce electricity consumption when exposed to real-time visual feedback and incentives. Int. J. Sustain. High. Educ. 20078, 16–33. [Google Scholar] [CrossRef]
  43. Day, B. GymPact pays you for exercising with RunKeeper. Health Graph Blog. 2012. Available online: http://blog.healthgraph.com/2012/08/29/gympact/ (accessed on 31 October 2012).
  44. Dolan, B. Lloyds Pharmacies to sell Proteus smart pills, sensors. Mobihealthnews. 2012. Available online: http://mobihealthnews.com/15820/lloyds-pharmacies-to-sell-proteus-smart-pills-sensors/.
  45. Milian, M. New Incubators Focus on Hardware. Bloomberg. 2012. Available online: http://go.bloomberg.com/tech-deals/2012-06-19-new-incubators-focus-on-hardware/ (accessed on 31 October 2012).
  46. Harper, J. Pros and Cons of Telemedicine for Today’s Workers. U.S. News. 2012. Available online: http://health.usnews.com/health-news/articles/2012/07/24/pros-and-cons-of-telemedicine-for-todays-workers/(accessed on 31 October 2012).
  47. Legal & Regulatory Affairs Staff. Reimbursement for telehealth services. Practice Central. 2011. Available online: http://www.apapracticecentral.org/update/2011/03-31/reimbursement.aspx (accessed on 31 October 2012).
  48. Anonymous. ‘Obamacare’ Insurance Exchanges: Let’s Get Going. Los Angeles Times. 2012. Available online: http://articles.latimes.com/2012/feb/08/opinion/la-ed-exchange-20120208 (accessed on 31 October 2012).
  49. Lardinois, F. Chain-Link Confidentiality: A HIPAA-Like Approach to Online Privacy. Tech Crunch. 2012. Available online: http://techcrunch.com/2012/05/05/chain-link-confidentiality-hipaa-for-online-privacy/ (accessed on 31 October 2012).
  50. Krumholz, H. Pigs Fly as Open Science Comes To Big Pharma. Forbes. 2012. Available online: http://www.forbes.com/sites/harlankrumholz/2012/10/11/pigs-fly-as-open-science-comes-to-big-pharma/ (accessed on 31 October 2012).
  51. Dillow, C. MIT Energy Scavenger Harvests Power from Light, Vibrations, and Heat. POPSCI. 2012. Available online: http://www.popsci.com/science/article/2012-07/new-low-power-generator-scavenges-electricity-multiple-ambient-sources (accessed on 31 October 2012).
  52. Le, Q.V.; Ranzato, M.A.; Monga, R.; Devin, M.; Chen, K.; Corrado, G.S.; Dean, J.; Ng, A.Y. Building high-level features using large scale unsupervised learning. Proceedings of International Conference in Machine Learning, Edinburgh, Scotland, UK, June 26–July 2012; 2012. Available online: http://arxiv.org/abs/1112.6209 (accessed on 31 October 2012).
  53. Halevy, A.; Norvig, P.; Pereira, F. The unreasonable effectiveness of data. IEEE Intell. Syst. 200924, 8–12. [Google Scholar]
  54. Michel, J.B.; Shen, Y.K.; Aiden, A.P.; Veres, A.; Gray, M.K.; Pickett, J.P.; Hoiberg, D.; Clancy, D.; Norvig, P.; et al.Google Books Team. Quantitative analysis of culture using millions of digitized books. Science 2011331, 176–182. [Google Scholar] [CrossRef]