I am Helen Keegan, a veteran of mobile marketing, advertising and media since 2000. This is my diary and musings about mobile since 2004. I am part consultant and part events organiser in London, Barcelona and beyond (Swedish Beers and Heroes of Mobile). I write here about mobile technology and media and other things I'm interested in like theatre, art, crafts, business and life.
Showing posts with label data mining. Show all posts
Showing posts with label data mining. Show all posts
Monday, November 20, 2017
Demystifying Data Analysis
In the world of media, marketing, apps and software, we are inundated with data. Arguably, we have more data than we'll ever know what to do with and it gets increasingly difficult to make sense of it all. It can feel overwhelming, and if you're not well versed in working with data, it can feel too much and you end up reverting to instinct rather than data. It's fair to say that instinct did ok for Steve Jobs but most people don't have his genius so are better off relying on data.
But what do you do when you're faced with loads of data after interviewing lots of people about a certain product, website or general day to day habits? This is a core part of anyone who works in user-experience. They're the people who work out what customers need or want or how they're using something and translate that into improving how your website or app will work. Of course, sometimes the advice is ignored, but in the main, it's advice you should be listening to.
If you're an SME or start-up or, perhaps, pre-startup, you can't always afford a dedicated user experience person to work with you but you need to start somewhere. This article from Rachel Hinman is a great starting point to give you a simple structure to working your way through your data to gain insights from it. Check it out now.
Day 20/30 NaBloPoMo
Monday, October 24, 2016
China, Big Data and Social Scoring - Big Brother Is, In Fact, Watching You
This isn't entirely new news from The Independent today, but it is an update about the Chinese government implementing a sort of comprehensive Klout score to each and every citizen and in turn, limiting access rights to certain services (including travelling by train or going abroad), goods and even jobs. It's the stuff of fiction of the kind of society Orwell was writing about.
There are clearly some very useful aspects to scoring to make certain things in life and business easier - after all, we have extensive credit scoring in Europe and the US. But that's not a perfect science by any stretch of the imagination and is prone to fraud, abuse and misuse. This will likely increase. I don't think there is an easy answer to this. Some kind of scoring is inevitable when there is data available (and it's available in bucket loads). We are being scored all the time at some level - from targeted advertising to credit scores. Is it the price we have to pay to have a digital life?
On a side note, but not entirely unrelated, I recently went to see Orwell's 1984 in London at The Playhouse Theatre. It's very powerful and pertinent to today's society and I highly recommend it. It's on a limited run and closes on Saturday 29 October. Catch it while you still can. Or you could read the book as a refresher.
I first picked up on this story last December and wrote about it on my blog here in some depth. I hadn't exactly forgotten about it, but had brushed it to one side. But Big Data and the algorithms that are interrogating Big Data are not going away anytime soon. And in that respect, we're all affected in some way or other. We are being measured and tracked and assumptions are being made about us all the time based on our home address, where we work, where we travel to, the products we buy, how much money we have and who we are connected to."A high-level policy document released in September listed the sanctions that could be imposed on any person or company deemed to have fallen short. The overriding principle: “If trust is broken in one place, restrictions are imposed everywhere.” A whole range of privileges would be denied, while people and companies breaking social trust would also be subject to expanded daily supervision and random inspections.The ambition is to collect every scrap of information available online about China's companies and citizens in a single place – and then assign each of them a score based on their political, commercial, social and legal “credit.”"
There are clearly some very useful aspects to scoring to make certain things in life and business easier - after all, we have extensive credit scoring in Europe and the US. But that's not a perfect science by any stretch of the imagination and is prone to fraud, abuse and misuse. This will likely increase. I don't think there is an easy answer to this. Some kind of scoring is inevitable when there is data available (and it's available in bucket loads). We are being scored all the time at some level - from targeted advertising to credit scores. Is it the price we have to pay to have a digital life?
On a side note, but not entirely unrelated, I recently went to see Orwell's 1984 in London at The Playhouse Theatre. It's very powerful and pertinent to today's society and I highly recommend it. It's on a limited run and closes on Saturday 29 October. Catch it while you still can. Or you could read the book as a refresher.
Thursday, December 17, 2015
The Spy Who Scored Me - social media, gamification, data mining & Big Brother
A friend shared this video on Facebook earlier today and it raises (again) many concerns that I've had over the last year or two regarding social media scoring, gamification and how our data is used.
Games, gamification and addiction
I've thought for some time that the flashing lights on our mobile screens are as addictive as slot machines. There are many games that require little or no skill whatsoever but just requires you to push your finger around a screen and in return you get the dopamine rush of a virtual reward. Whether that's a reward in game points, being told you're a winner, it amounts to the same thing - a bit of your screen lit up, and in turn, parts of your brain lit up. A cursory search on Google brings up many articles and research studies about this addiction.
And this addiction is starting at a very young age - children are playing digital games from being toddlers and the addictive nature of these games is apparent when you see how a child behaves when they're told to stop playing or their device is taken away.
At the same time, games can be great fun and are a way for many people to relax. So it's not all bad, as long as we're aware of when it may be getting out of hand.
Social scoring
And then we come on to social scoring. There are several companies like Klout, PeerIndex and their ilk who score people base on their activities on social media platforms such as Facebook, Twitter and LinkedIn. I've never been much bothered about my score but these are the social media equivalent of our credit ratings which brands and agencies can use to target for 'blogger outreach' or product promotions. Indeed, I'm sure these scores now feed into our credit rating as well and also feed into job applications and more. I guess that's a feature of living in the modern world and I can't say it's something I'm particularly happy about, nor do I feel I can do much about it either.
Sesame Credit
China takes these two concepts to the next level. Sesame Credit, the brainchild of Alibaba and Tencent, is a combination of social scoring, credit scoring, gamification (or the addictive nature of gaming) to promote and encourage 'good citizenship'. In China, that means compliance, falling in line and not criticising the government or those in power. The video above explains it very well and the BBC covered it a couple of months ago. The Chinese seem to have taken to the system like a duck to water and freely share their current score. Although it's not currently compulsory to participate, according to the video and the BBC, it will be compulsory by 2020.
What about the UK?
Well, I don't foresee that there will be a compulsory system imposed here, but the UK government has been spying on us via our telephone and internet activity for the last 15 years and keeping records on millions of British citizens according to El Reg. I'm sure every government is doing something similar.
Oh, and don't forget that the advertising industry is busy watching us too. Check out The Secret Life of Your Mobile Phone video below and catch the stage show if you can. It's brilliant. There's an audio available of their show at The Hay Festival (£1 to download).
See also You are Your Phone on how the pattern of smartphone use is the pattern of the self.
Big Brother Is Watching You? You betcha. Merry Christmas!
Games, gamification and addiction
I've thought for some time that the flashing lights on our mobile screens are as addictive as slot machines. There are many games that require little or no skill whatsoever but just requires you to push your finger around a screen and in return you get the dopamine rush of a virtual reward. Whether that's a reward in game points, being told you're a winner, it amounts to the same thing - a bit of your screen lit up, and in turn, parts of your brain lit up. A cursory search on Google brings up many articles and research studies about this addiction.
And this addiction is starting at a very young age - children are playing digital games from being toddlers and the addictive nature of these games is apparent when you see how a child behaves when they're told to stop playing or their device is taken away.
At the same time, games can be great fun and are a way for many people to relax. So it's not all bad, as long as we're aware of when it may be getting out of hand.
Social scoring
And then we come on to social scoring. There are several companies like Klout, PeerIndex and their ilk who score people base on their activities on social media platforms such as Facebook, Twitter and LinkedIn. I've never been much bothered about my score but these are the social media equivalent of our credit ratings which brands and agencies can use to target for 'blogger outreach' or product promotions. Indeed, I'm sure these scores now feed into our credit rating as well and also feed into job applications and more. I guess that's a feature of living in the modern world and I can't say it's something I'm particularly happy about, nor do I feel I can do much about it either.
Sesame Credit
China takes these two concepts to the next level. Sesame Credit, the brainchild of Alibaba and Tencent, is a combination of social scoring, credit scoring, gamification (or the addictive nature of gaming) to promote and encourage 'good citizenship'. In China, that means compliance, falling in line and not criticising the government or those in power. The video above explains it very well and the BBC covered it a couple of months ago. The Chinese seem to have taken to the system like a duck to water and freely share their current score. Although it's not currently compulsory to participate, according to the video and the BBC, it will be compulsory by 2020.
What about the UK?
Well, I don't foresee that there will be a compulsory system imposed here, but the UK government has been spying on us via our telephone and internet activity for the last 15 years and keeping records on millions of British citizens according to El Reg. I'm sure every government is doing something similar.
Oh, and don't forget that the advertising industry is busy watching us too. Check out The Secret Life of Your Mobile Phone video below and catch the stage show if you can. It's brilliant. There's an audio available of their show at The Hay Festival (£1 to download).
See also You are Your Phone on how the pattern of smartphone use is the pattern of the self.
Big Brother Is Watching You? You betcha. Merry Christmas!
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