The Big Data of Wearables
Wearables are becoming more common, creating real-time demands on the data-driven systems behind them for applications like forecasting and recommender systems.
By Rohit Yadav (Bridgei2i), Dec 2014.
Wearables – a technology which aims to make life easier. With wearable technology, learning more about yourself has not only become high tech but also real time. From devices and apps that help you track heart rate and food consumption details to gadget that monitor your mood and even surrounding air. According to an April 10 press release from International Data Corporation (IDC), a research company that analyses future trends, “Wearables took a huge step forward over the past year and shipment volumes will exceed 19 million units in 2014, more than tripling last year’s sales. From there, the global market will swell to 111.9 million units in 2018.”
I believe there are major four ways wearables can help improve our life:-
The Paradox of Wearables
Today, each one of us has so much personal digital data flowing out there that it is possible for someone to steal an entire online identity and cause real damage offline.
You already know that your personal information and references to your social media presence on Facebook, LinkedIn, Twitter, Instagram, Flickr etc. are all over Google. This is the data that you know about and it is just a fraction of what can be unearthed with a little drilling, what is really scary is the data that you don’t know is constantly being collected, like your location data. Multiple apps collect location data and track your movements 24x7. Apart from your mobile phone if you use a smart card to pay road-toll or access public transport, you can be tracked by that as well. Some companies are taking this to the next level by using location data to confirm that employees not in the office are actually where they claim they are.
On the financial front, every time you swipe a credit or debit card you release more digital information. A marketer may analyse credit card purchases and deduce likely interests. Online retail giants like Amazon, eBay uses such deduction algorithm when it offers hints like "people who viewed this product also looked at the following products".
Indian players like Myntra and Flipkart use similar analyses. Recommender systems can help people to find interesting things. Amazon’s recommendation system has helped the technology giant to reap billions in sales increase, Netflix is another such success story.
Put all these bits and pieces together with just a little online snooping and you could create a detailed composite of an individual’s identity. This may sound like a crime fiction but the basis for it is visible everywhere, if you know where to look. If this personal information falls into the wrong hands, it can lead to a wide spectrum of cyber-abuse like employment or housing discrimination, higher insurance rates, identity theft, or targeted advertising. Maybe it’s high time you give a thought to the question – “how public is your private life.”
Having said all this, I see a silver lining, with wearables every individual becomes a data generator and transmitter. We generate data that is continuously collected by various government agencies and private companies. This data can be monetised and can also be used to make life easier for the people, what we need to make sure is that the data do not get manipulated or misused.
Rohit Yadav is a Solution Manager – Customer Intelligence at BRIDGEi2i Analytics Solutions Pvt. Ltd. in India.
Related:
Wearables – a technology which aims to make life easier. With wearable technology, learning more about yourself has not only become high tech but also real time. From devices and apps that help you track heart rate and food consumption details to gadget that monitor your mood and even surrounding air. According to an April 10 press release from International Data Corporation (IDC), a research company that analyses future trends, “Wearables took a huge step forward over the past year and shipment volumes will exceed 19 million units in 2014, more than tripling last year’s sales. From there, the global market will swell to 111.9 million units in 2018.”
I believe there are major four ways wearables can help improve our life:-
- First, wearables keep us FIT – a bracelet which tracks your activity levels, your nutrient intake and improve your fitness. Nike-Fuelband is one such initiative.
- Second, wearables save life – there are wearables which are not only crucial to your health but can also save lives. A wearable health monitor and GPS location device keeps track of the elderly and can alert their caregivers when something is wrong.
- Third, wearables keep us safer – an average smartphone user checks their phone 34 times a day. With people constantly looking at their devices on the go, things can get dangerous. This is where Google Glass comes into play, which is the beginning of this challenge.
- Fourth, wearables make things fun – apart from making things easier and improving our health, these devices can make life more interesting and fun.
The Paradox of Wearables
Today, each one of us has so much personal digital data flowing out there that it is possible for someone to steal an entire online identity and cause real damage offline.
You already know that your personal information and references to your social media presence on Facebook, LinkedIn, Twitter, Instagram, Flickr etc. are all over Google. This is the data that you know about and it is just a fraction of what can be unearthed with a little drilling, what is really scary is the data that you don’t know is constantly being collected, like your location data. Multiple apps collect location data and track your movements 24x7. Apart from your mobile phone if you use a smart card to pay road-toll or access public transport, you can be tracked by that as well. Some companies are taking this to the next level by using location data to confirm that employees not in the office are actually where they claim they are.
On the financial front, every time you swipe a credit or debit card you release more digital information. A marketer may analyse credit card purchases and deduce likely interests. Online retail giants like Amazon, eBay uses such deduction algorithm when it offers hints like "people who viewed this product also looked at the following products".
Indian players like Myntra and Flipkart use similar analyses. Recommender systems can help people to find interesting things. Amazon’s recommendation system has helped the technology giant to reap billions in sales increase, Netflix is another such success story.
Put all these bits and pieces together with just a little online snooping and you could create a detailed composite of an individual’s identity. This may sound like a crime fiction but the basis for it is visible everywhere, if you know where to look. If this personal information falls into the wrong hands, it can lead to a wide spectrum of cyber-abuse like employment or housing discrimination, higher insurance rates, identity theft, or targeted advertising. Maybe it’s high time you give a thought to the question – “how public is your private life.”
Having said all this, I see a silver lining, with wearables every individual becomes a data generator and transmitter. We generate data that is continuously collected by various government agencies and private companies. This data can be monetised and can also be used to make life easier for the people, what we need to make sure is that the data do not get manipulated or misused.
Rohit Yadav is a Solution Manager – Customer Intelligence at BRIDGEi2i Analytics Solutions Pvt. Ltd. in India.
Related:
