How we are linked

20 02 2010

I recently came across Nexus, an application that can map out the connections in and amongst all of your collected friends on Facebook.  The result is, I think, pretty neat.

friend-network

Network of friends from Facebook, listed by decreasing density - MBA, Regina, Vancouver (the two central networks), Family

As you can see, my friends form some interesting smaller networks, through which they are all connected to each other (at the very least) through me.  It is possible there are other connections which have not been ‘formalized’ through facebook, but at present this is how it stands.

The lower right collection of nodes are mostly representative of my life in Regina before I moved to Vancouver.  They are friends from elementary and high school, earlier university days and from my year there after I returned from travelling but before I moved out here.

The lower left area (two diagonal lines) consists mainly of my family – or at least, those of whom are on facebook – and (strangely) all of the friends I remain in contact with from Terra Breads, where I worked for two years upon arriving in Vancouver.

The nodes which are relatively connection free (mostly on the right side) are people who I met while travelling and working in Australia and Europe, from 2001-2003.  Not surprisingly, they know few of my friends from either my past or present.

The middle node is, to me at least, the most interesting.  It has in it my girlfriend, my friends who I lived with, and all of my closest friends here in Vancouver.  That entire network grew out of a chance encounter I had when I was looking for a second place to live after not really liking my first place or my roommates after arriving here.  In a sense, it is the reason I stayed put, and I am very glad of that because out of it came all of the happiness that I have today.

The secondary node just above it is why I started writing this post today as I reflected on a book I recently read – Linked (How Everything is Connected to Everything Else and what it means for Business, Science and Everyday Life) by Albert-László Barabási.  That book would probably describe that network as being fairly strongly connected internally but with a lot of weak ties radiating away from it – and it is because of that fact, and specifically that secondary node, that I: a) became a teacher/tutor for two years, whereby I; b) re-ignited my passion for learning and the world, which led me to; c) apply for grad school whereby I; d)  became a part of the very tightly connected upper network, which is a physical representation of all of my friends/aquaintances from the UBC MBA program.  Many of these people are now close friends who I will almost certainly know for most of the rest of my life.  The important thing to note is that each node (a person) is connected pretty well to every other node within the network.

Tightly-knit MBA network

Tightly-knit MBA network

Strangely (on the surface at least), it will probably be that central network, with its many weak branching ties to other networks, that gets me my next job and not the very tightly knit MBA network.  This is due in part to concept of The Strength of Weak Ties – a research paper written by sociologist Mark Grannovetter that was published in 1973 – which of course was described in Linked and which resulted in a, b, c and d in my own life.   In other words, when you’re looking for a job, as I and many of my fellow MBAs are these days, it is best to look amongst large networks with many weak, branching ties; in that way, you are more likely to come across information that is not already mutually known, for example, the job board we all look at called COOL, which stands for Career Options On Line (I call weak sauce on the name, by the way; looking for jobs is not ‘cool’ – looking for jobs sucks, and takes time, and is generally demoralizaing.  But anyway, I digress.)  Which is not to say that this MBA network is not worth something – in fact, I think the opposite is true – it will be extremely valuable in the future (to each of us) as we all branch out in the different directions our lives take us and remain, importantly, weakly connected to one another.

relatively-many-weak-branching-ties

The important central network with (relatively) many weak and branching ties

In any case, I encourage you to have a look at the nexus friend application and examine how all of your friends and aquaintances are connected to you and each other.  You can find it all here.

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What we learned: How a few companies are successfully using the Groundswell Framework, and what exactly it is that they are doing.

6 10 2008

Listening – companies must listen to what customers are saying to gain better understanding

- Starbucks: My Starbucks Idea (www.mystarbucksidea.com) – a place where registered users can provide ideas, feedback, and talk to each other about the drinks, the food, whatever; Starbucks also monitors twitter feeds and responds directly to customer complaints or questions.

- Sprint: monitors twitter feeds about the company.

- New York Times: The TimesPeople application (http://timespeople.nytimes.com/home/about/) allows users to share and recommend articles more easily than e-mail (which it also supports, though requires some fields have input).

- (Eventually listening) Comcast: Comcast began listening to and acting upon customer complaints at the customer blog Comcast Must Die (http://comcastmustdie.com/). Eventually won that user over by changing service levels and becoming a more customer friendly organization.

Talking – Through social interactive tools (blogs, forums, communities), begin spreading messages to customers


- Starbucks: gives feedback on ideas at its idea site (above), and responds to concerns via twitter.

Example: Anon. twitters: “wtf – i thought starbucks had free internets now… gotta love random open network connections.” 09:02 AM September 26, 2008. Starbucks replies: @anon a registered Starbucks card will get you 2 hours of free at&t wifi … at: http://www.starbucks.com/ca… 10:28 AM September 26, 2008.

- Sprint – responds to twitter concerns directly – see blog post from www.brandflakesforbreakfast.com attached at end of document.

- New York Times: Over 60 blogs with content updated at least daily – many with world class authors such as Steven Dubner. Also uses twitter to send out headlines to followers (subscribers.)

Energizing – Determine who the most energetic users are and leverage their enthusiasm for the brand; essentially making them brand evangelists


- Starbucks: uses a leaderboard at the idea site to recognize significant contributors of ideas; contributors and members can vote for the best ideas which are then sometimes product tested

- Lego: the LUGNET group, which meets online as well as in person, consists of 25 ambassadors for the product and these positions are highly sought after – the title is, in essence, a reward that further incentivizes positive word-of-mouth.

- Apple: uses a reputation function to identify high quality posters among the many thousands who frequent their support and help forums

Supporting – Help customers support each other; an example is Dell’s user generated support forums – people have a natural affinity to help


- BestBuy: BB took this in an inward-facing direction – they set up Blue Shirt Network – a site where employees can connect, share their concerns, and get support from one another

- Apple: has user forums where users help each other

Embracing – After companies have succeeded in the first four steps, engage customers in product development through active feedback principles


- Starbucks: At My Starbucks Idea customer ideas sometimes become reality, as with their new smoother, richer hot chocolate that was obviously in high demand; also reversed their removal of the breakfast sandwiches due to customer feedback – customers have, in turn, responded positively and feel more like part of a community.

- Dell: the Dell IdeaStorm site has promoted user ideas and embraced changes – a site admin provides updates and personally welcomes new users that become solid contributors – many user generated ideas become reality, thus providing more impetus for fans to contribute again and again.

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What we learned: insights from our digital branding project

6 10 2008

Easy Lesson 1: Know why you are doing it and how it will enhance the user experience.

Companies and brands use a wide variety of social media and networking tools such as twitter, facebook, and blogs; not all companies should do this. A Seth Godin witticism elaborates: sundae toppings are great, so long as they go on top of ice cream. If you’re taking a product or service like detergent, adding all kinds of ‘treats’ like twitter and corporate blogs is like putting gummy bears on a meatball – at best they add nothing, at worst they clash. To most people, detergent is detergent and talking about stains online does not build brand nor enhance the experience of using Tide (Tide Facebook Fan page has 429 members – the affect on P&G’s last year sales of $76.4 billion is indeterminate.)


Easy Lesson 2: You need to have support and resources.

If you are going to turn detergent into a community, make sure you have support and resources. A quick and dirty perusal of the Tide forum boards shows a relative ghost town. For Example: a Tide Team Member responds 40 days later to a complaint about the lack of scent in a product and offers a coupon – not sure if this is exactly the way you build support for any community, large or small.

Easy Lesson 3: Make participation so simple that anyone can do it.

Web 2.0 is one of the few places where the pareto 80/20 rule does not hold – in its place is the 1/9/90 rule, where one percent of users contribute 99% of all user-generated-content (UGC), nine percent contribute the other 1%, and 90% lurk in the background surfing and reading and thinking about what the information means to them. If it takes more than one minute or requires too much personal data, you can forget about reasonable participation rates.

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