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It will be interesting to see how IOT enables both Quantified-Self and Lifelogging to the next level.
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By: Dr. Mazlan Abbas, MIMOS Berhad Quantified Self & Lifelogging Meets Internet of Things (IOT)
HOW MANY STEPS HAVE YOU WALKED TODAY?
Average 3,000 – 4000 NHS RECOMMENDS 10,000 YESTERDAY I MADE 5,559
+Classification of Pedometer-Determined Physical Activity n < 5000 steps/day - "sedentary lifestyle index” n 5,000-7,499 steps/day - "low active" n 7,500-9,999 steps/day - "somewhat active” n 10,000 steps/day - "active” n > 12,500 steps/day - "highly active"
Am I a “Couch Potato”? Umrah Trip: 26/2 – 7/3/2014
How Effective Are Your Knowledge Sharing? Favorite topic and high downloads!
How do I spend my time in the last 150 Days?
My Productivity Level…. January 2014 February 2014 March 2014
How Much Time I Spent With My Smartphone?
How to automatically records your real life story, as told by the places you visited and the things you've done because some of us have a great story to tell.
Saga automatically records your real life story, as told by the places you visited and the things you've done. We all have a great story to tell. Let Saga tell yours.
Don’t You Love To Know … • Where you’re going? • Who you’ve interacted with? • How long you’ve spoken to friends? • The affinity of connections? • How long it takes to get to work? • The tone of your messages • The amount you text, tweet or update? • How much exercise you’re getting? • How much you get distracted? Will Internet of Things (IOT) Help Us To Know More About Ourselves?
More Connected Devices Than People
Growth of “Things” Connected to the Internet
Internet of Things (IOT) Wave Sensing as a Service and Big Data Expected growth in the number of connected devices Arkady Zaslavsky#1, Charith Perera#*2, Dimitrios Georgakopoulos#3 #ICT Centre, CSIRO, Canberra, ACT, 2601, Australia arkady.zaslavsky@csiro.au 2charith.perera@csiro.au dimitrios.georgakopoulos@csiro.au *Research School of Computer Science, The Australian National University, Canberra, ACT 0200, Australia Abstract— Internet of Things (IoT) will comprise billions of devices that can sense, communicate, compute and potentially actuate. Data streams coming from these devices will challenge the traditional approaches to data management and contribute to the emerging paradigm of big data. This paper discusses emerging Internet of Things (IoT) architecture, large scale sensor network applications, federating sensor networks, sensor data and related context capturing techniques, challenges in cloud-based management, storing, archiving and processing of sensor data. Keywords—Big Data, Sensing as a Service, Internet of Things, Large Scale Sensor Networks, Cloud Computing, Data Management. can be collected, analysed and interpreted. Further, European Commission [7] predicts that the present 'Internet of PCs' will move towards an 'Internet of Things' in which 50 to 100 billion devices will be connected to the Internet by 2020. MIMOS defined IoT as: “Technology that enables collaboration among people, things/objects, processes & data to improve lives” 1.Introduction The modern technology-savvy world is full of devices comprising sensors, actuators, and data processors. Such concentration of computational resources enables sensing, capturing, collection and processing of real time data from billions of connected devices serving many different applications including environmental monitoring, industrial applications, business and applications. These developments have brought us to the era of Internet of Things (IoT) [1] by introducing IoT in 1998as concept [2]. However, sensing the environment around us and objects populating this environment became synonymous with the introduction of pervasive or ubiquitous computing by the paper ‘The Computer for 21stCentury’ [3] in 1991 in the same year where World Wide Web became available. The major enabler of IoT is sensor networks. IoT has three unique features [4]: intermittent sensing, regular data collection, and Sense-Compute-Actuate (SCA) loops. In 2010, the total amount of data on earth exceeded one zettabyte (ZB) [5], [6](see figure 1). By end of 2011, the number grew up to 1.8 ZB [7]. Further, it is expected that this number will reach 35 ZB in 2020. As in many cases with ICT, this estimate may prove to be too conservative. IEEE Spectrum [6] recognises both sensors and big data as to of the five technologies that will shape the world (figure 2). According to Gartner Research [8], by 2015, wirelessly networked sensors in everything we own will form a new Web. But it will only be of value if the 'terabyte' of data it generates © 2013 MIMOS Berhad. All Rights Reserved. Figure 1: The total amount of data generated on earth exceeded one zettabyte in 2010.It is predicted that data volume will grow exponentially as depicted1. human-centric pervasive Figure 2: Data generated from the Internet of Things will grow exponentially as the number of connected nodes increases. Estimated numbers of connected nodes based on different sectors are presented in Millions [9]. 1 www.teradata.com
“We are at the tipping point for broader IoT adoption with 53 percent of organizations planning to implement an IoT solution in the next 24 months. Organizations in Asia Pacific and Latin America are more aggressive with 69 and 60 percent, respectively, planning to implement over the same time period” [Source: “Building Value from Visibility.” – A Forrester Consulting Thought Leadership paper Commissioned by Zebra Technologies, October 2012]
We Evolve Because We Communicate It is also important to note there is a direct correlation between the input (data) and output (wisdom). The more data that is created, the more knowledge and wisdom people can obtain. IoT dramatically increases the amount of data available for us to process. • • •
Harnessing the Data n Every day, events occur in a business: Assets are used, transactions take place and employees move about. n Events constantly happen and those events constantly create data. n What if you could harness this information and form new insights to solve a business challenge or drive innovation? n The Internet of Things technologies will make this possible
Three Trends Moving to Mainstream n Life-streaming n that you capture everything, but for the purpose of sharing the details of your life with other people. n Life-streaming is sharing everything. n Quantified-Self n Monitors your biological status n Lifelogging n when you use technology to capture events, documents and experiences and keep them in a chronological timeline. n Lifelogging is keeping everything;
What is Quantified Self (QS)? The continuous tracking of various aspects of our physical bodies n how many calories we burn; n our body fat percentage; n how many steps we take in a day; n how long we sleep; n how many hours a week we spend commuting or sitting at a n ...
Measure and Score We have the ability to measure and score our lives n social reach and influence; n tastes and preferences; n achievements; n credibility and reputation; n habits; n expertise; n ...
+Quantified Self Measurements… n Physical Activities n Miles, steps, calories, repetitions, sets, METs1 n Diet and Nutrition n Calories consumed, carbs, fat, protein, specific ingredients, glycemic index, satiety, portions, supplement doses, tastiness, cost, location n Psychological, Mental, and Cognitive States and Traits n Mood, happiness, irritation, emotion, anxiety, esteem, depression, confidence n IQ, alertness, focus, selective/sustained/divided attention, reaction, memory, verbal fluency, patience, creativity, reasoning, psychomotor vigilance n Environmental Variables n Location, architecture, weather, noise, pollution, clutter, light, season n Situational Variables n Context, situation, gratification of situation, time of day, day of week n Social Variables n Influence, trust, charisma, karma, current role/status in the group or social network 1METs = Metabolic equivalents Source: http://measuredme.com/2012/10/building-that-perfect-quantified-self- app-notes-to-developers-and-qs-community-html/
QS Sensor Mania! Wearable Electronics Increasingly continuous and automated data collection Smartphone, Fitbit, Smartwatch (Pebble), Electronic T-shirt (Carre), Scanaflo Urinalysis1 Smartring (ElectricFoxy), Electronic tattoos (mc10), $1 blood API (Sano Intelligence), Continuous Monitors (Medtronic) Source: Swan, M. Sensor Mania! J Sens Actuator Netw 2012. 1Glucose, protein, leukocytes, nitrates, blood, bilirubin, urobilinogen, specific gravity, and pH urinalysis 28
Sensor Mania! QS Gadgetry Trend 29 Source: Swan, M. Sensor Mania! The Internet of Things, Objective Metrics, and the Quantified Self 2.0. J Sens Actuator Netw 2012.
Portable sensors can take readings of things that are not even perceived by humans, such as oxygen levels in the blood or the amount of carbon dioxide in the air.
Floor Tiles That Can Monitor the Health of the Elderly A strip of pressure-sensitive floor tiles made of plastic evaluates a walker’s health based on footstep patterns. The tile system’s cloud-based analytics can provide health updates via smartphone and assist caretakers for the elderly. Tactonic, which plans to start selling IntelliMat tiles on its website later this year, is refining them to track arthristis, joint weakness, and Parkinson’s disease. Beyond in-home care, the tiles are valuable to hospitals and physical therapists.
Sensors can also log the three billion or so heartbeats in a person's lifetime, along with other physiological indicators, and warn of a possible heart attack. This information would allow doctors to spot irregularities early, providing warnings before an illness becomes serious. Your physician would have access to a detailed, ongoing health record, and you would no longer have to rack your brain to answer questions such as "When did you first feel this way?"
+Star Trek’s Tricorder First appeared in a Star Trek episode “The Enemy Within” on Oct. 6, 1966 A tricorder is a multifunction hand-held device used for sensor scanning, data analysis and recording data.
Lifelogging Take a Stroll Down a Virtual Memory Lane “How much more IOT can do is only left to your imagination and to your budget. You can do as little or as much with IoT as you want.”
Life Data Acquire Store Analyze
Lifelogging - is moving beyond just counting how many steps you take Soon it will encompass almost everything we do, generating vast quantities of data in the process. But how can you organize and browse all the video, audio, image and text data you amass?
Logging Your Mind In the future, Gurrin (Dublin City University in Ireland) envisages that wearable headsets incorporating brainwave sensors will do memory ranking. "A spike due to excitement in a certain part of the brain could then be logged alongside the video to infer its importance level," he says How to automatically annotate files with descriptive, searchable tags and to easily browse them.
Digital memories can do more than simply assist the recollection of past events, conversations and projects.
Auto Tagging • Fast browsing through memories will be dependent on such annotation • To do this efficiently, we'll need machine learning algorithms that can automatically recognize and tag all forms of lifelogged data. • Only then will we get the killer applications,
Benefits of Lifelogging It will take quite some time for people to feel comfortable with ‘always connected’ devices that can discreetly take photos or videos. One question is if the benefits outweigh the negatives.
Benefits of Lifelogging - Security A huge amount of crimes are being filmed these days by passer’s by with cell phones. No need for security cameras when everyone in a building has a smart phone with a camera.
Benefits of Lifelogging – Precious Moments In ‘Total Recall’ (no relation to the movie) Gorden Bell (of Microsoft acclaim) found that by digitizing everything in his life he was able to reduce stress by a massive amount. Need a receipt of something you bought years ago? No problem, just do a quick search and it should pop right up. What he also found was that by taking photos of everything moment of his life he could go back to precious unexpected moments that you wouldn’t normally take photos of.
Benefits of Lifelogging – Memory Recall These moments could include a photo of your wife on the day you both met or a last photo of your beloved dog. It could also help with memory. Search for someone’s name and you’ll have all the information (including photos) of that person pop up when you are about to talk with them.
+Top 10 Places That Have Banned Google Glass Because of these concerns, Google Glass has already received a number of pre-bans at certain places. 1. Banks/ATMs 2. Sports Arenas/Concert Venues 3. Locker Rooms/Dressing Rooms 4. Movie Theaters 5. Cars 6. Hospitals 7. Classrooms 8. Strip Clubs 9. Casinos 10. Bars Lifelogging: Is It An Invasion Of Privacy? I think the really big issue here is that you might, individually, not worry about publishing details of your personal life. But you are publishing your friends, family and business contacts details at the same time. You are potentially compromising your family and friends!