VRM

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In a meeting yesterday, somebody on the IRC shared links to “Re-identification of home addresses from spatial locations anonymized by Gaussian skew” and “Bregman divergences in the (m x k)-partitioning problem“, from Science Digest. Sez the abstract of the latter,

A method of fixed cardinality partition is examined. This methodology can be applied on many problems, such as the confidentiality protection, in which the protection of confidential information has to be ensured, while preserving the information content of the data. The basic feature of the technique is to aggregate the data into m groups of small fixed size k, by minimizing Bregman divergences. It is shown that, in the case of non-uniform probability measures the groups of the optimal solution are not necessarily separated by hyperplanes, while with uniform they are. After the creation of an initial partition on a real data-set, an algorithm, based on two different Bregman divergences, is proposed and applied. This methodology provides us with a very fast and efficient tool to construct a near-optimum partition for the (m×k)-partitioning problem.

Keywords: Confidentiality; Data masking; Fixed cardinality partitioning; Fixed size micro-aggregation; Bregman divergences; Pythagorean property; Convex partition

What’s extra wacky is that I actually spent time diving into this stuff, even though it’s about forty thousand leagues over my head. Still, it was fun trying to remember all that math I barely learned too long ago.

As I recall, the highest grade I ever got in high school math was a C. That was in Geometry. (Hey, I’m a visual guy.) The only math course I took in college was Statistics. The teacher and I couldn’t stand each other, and I dropped out, or thought I did. Turns out I was too late doing that and the guy gave me an F.

But I kept the book, which served me well years later when I was studying Arbitron’s ratings for radio stations. To my surprise, I actually liked the subject, and used what I learned from the book to develop algorithms for factoring out seasonal variations in station AQH (average quarter hour) shares, to aid in predicting which stations would do what in the next “book”. In addition to racking up billable hours for my company, and helping our client station sell advertising, I was able to win bets with friends in the radio business.

The biggest bet of all was that WFXC, the station with the weakest signal in the Raleigh-Durham metro, would kick ass in the first book after its programming went “urban” (that’s radio talk for “black”). The math was easy. The market was about 40% black, and no other FM stations addressed that population.

I won. Foxy was #1 in its first book. (And it’s still doing well, 2+ decades later.)

As it happens, WFXC “Foxy 107” (a name I suggested to the owners before they picked the call letters, though I don’t know if I was the first to come up with that) was consulted at the time by Dean Landsman, whom I didn’t know at the time. We became good friends years later when we both haunted the late Compuserve’s late Broadcast Professionals Forum, which was run by Mary Lu Wehmeier, now a friend as well. She was the “Sysop” for that forum, where I occasionally came off the bench to help. Running the Sysop Forum was Jonathan Zittrain, who later helped found the Berkman Center, and now stars as a professor at Harvard Law School. Making things even more circular, Dean is now a valuable and diligent contributor to ProjectVRM. Dean, a closet math whiz, made a living for many years doing in-depth work around radio station ratings. I’ll be he knows, or could puzzle out, the quoted text at the top of this post.

By the way, my nickname is the fossil remnant of a radio persona called “Doctor Dave”, featured on WDBS, the prior incarnation of WFXC, which is still around (now with a somewhat better transmitter, and a second and much larger signal on another channel, covering the east side of the market). When I was there, in the mid-’70s, WDBS was owned by Duke University and had awful ratings to go with its awful signal. But it was a great little station. Still friends with folks from those days too.

Ah, I found the picture I was looking for, now at the top of this post. That was the WDBS staff in 1975, I’m guessing. I’m the guy with the wide tie and the narrow shoulders in the back row. There are many missing folks too. I’d love to follow this digressive path, but have too much work to do. At least I’ve left plenty of link and tag bait. 🙂

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I’m pretty good at getting buzz when I want it. The irony of running ProjectVRM, however, is that I don’t want much of that. Not yet, anyway. About a year ago I did promote it a bit, got a lot of great response, and also spent a lot of time debugging bad understandings of what VRM is and what’s going on with it.

Since then I’ve kept a pretty low profile with it, and encouraged others to do the same. That way we get fewer people showing up, but a better chance that they’re the right people.

But still, the buzz is out there. And, since it’s a new and as yet unproven idea, it attracts detractors as well. Here’s one that lays out “four fallacies” of VRM, all based on wrong understandings of what it is, and what its roles will be. So, I just tried to debug those understandings with this post here.

As I said there, I urge folks to hold off on their judgement until we’ve got working code and actual stuff that does what VRM is supposed to do. Trust me, it’ll come.

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Over at the ProjectVRM blog, two posts: Who in CRM 2.0 will help VRM 0.1? and What’s completely screwed about this picture?

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Most books come and go. Others stay — meaning that you’re likely to find them in most bookstores. Big ones, anyway. Quotable books have staying power. Especially the quotable ones that express unattainable ideals.

The Cluetrain Manifesto, it turns out, is one of those. The book hit the streets in January 2000, just in time, somebody said, to cause the dot-com crash. (I’d like to say we intended that, but if it were true I would have sold my dot-com stocks, which I didn’t. Instead I waited until their purpose in selling was reduction on captial gains for selling a house. This was back when houses could still be sold.)

I’m a born optimist, so I did expect Cluetrain to sell well. I just didn’t expect it to keep selling ten years after we first nailed up its 95 Theses on the Web. Nor did I expect writers to keep writing about it. But they have. And they do. More, it seems, than ever.

The most remarkable of the current crop is Alex Hillman’s Cluetrain-A-Day 2009, at his blog, Dangerously Awesome. His latest unpacks Thesis #5, People recognize each other as such from the sound of this voice. (Context: this thesis follows #3 Conversations among human beings sound human. They are conducted in a human voice and #4 Whether delivering information, opinions, perspectives, dissenting arguments or humorous asides, the human voice is typically open, natural, uncontrived.) In the post Alex answers a question that too often flummoxes me: “Name one good example of Cluetrain’s lessons put to work.” Alex offers Zappos:

Tony Hsieh (pronounced “Shay”) is the proverbial “Tweeting CEO”. Beyond Tony himself being extraordinarily accessible and candid about his life and his business on Twitter, he’s gone one step further. He’s encouraged his employees to tweet, too. And not just about business stuff, but about whatever they want. Whatever they are thinking. Whatever they are doing. It’s up to them.

But Zappos didn’t stop there.

Zappos built a website that consumes all of their employees’ tweets and republishes them. A megaphone for the collective voice of Zappos employees, in real time, for anyone to read.

But Zappos didn’t stop there.

Zappos also runs a blog network within their company, with contributions from the CEO and COO, all the way through the depths of the company. These blogs share not just company news, but insights, event announcements, musings, and more. They rarely link back into their product catalog. Instead, Zappos uses these opportunities to provide value, and establish natual dialogue between their customers and their employees.

Why? Because people are interested in other people. We recognize the human voice in others, and identify with them. Companies are not human, so we humans do not identify with their voice. But if the voices within the company, the human voices, are allowed to shine, customers can once again identify with “the company”.

Rather than have an ivory tower with now windows or doors, Zappos purposely put not just one human face on their company, but hundreds (435 at the date of writing this). What are the odds of calling in an order or customer service request to Zappos and getting a twittering CSR? Reasonably high. And that’s the Zappos way. Tony explains that Zappos culture, the collective voice of Zappos, is Zappos brand.

I couldn’t have said it better myself. More importantly, I wouldn‘t have, because I’m not engaged with the marketing market the way Alex is. He’s reforming it from the inside. I left the field a long time ago. Now I cheer star performers like Alex from the stands.

Nine years ago most responses to Cluetrain were of the thumbs up or down sort. Few offered constructive follow-ups, mostly because what one could do was pretty limited. We knew we weren’t in Kansas anymore, but Oz wasn’t built out. There weren’t even witches or munchkins. Just a scattering of yellow bricks and a wide-open landscape. Nevada without Las Vegas.

Blogs were around, but still new. In fact, Dave Winer urged me mightily to start a blog during the whole summer of ’99 when we were busy writing the book. But I didn’t relent until that Fall, when he literally sat me down and got me going with what became this blog here. Ev Williams started Blogger around that time too. Twitter (another Ev creation… lightning does sometimes strike twice, or more) came along much later. That’s why we have truly constructive Cluetrain-sourcing posts like this one by Michael Stephens, who thinks out loud, and eloquently, about libraries in an age when they are surrounded and suffused by the Net and a growing box of tools in the hands of readers.

Now here’s a fired reporter for (and now against) the Danville Register & Bee, sourcing Cluetrain in a schooling of the paper’s management.

And here’s Mirek Sopek , who blogs as the CEO of a business, saying,

This book is compulsory reading for all sales people in my company ….

See the citation:

“Although a system may cease to exist in the legal sense or as a structure of power, its values (or anti-values), its philosophy, its teachings remain in us. They rule our thinking, our conduct, our attitude to others.

The situation is a demonic paradox: we have toppled the system but we still carry its genes. “

Ryszard Kapuscinski, Polish journalist, 1991

Exactly. That’s why it’s so hard to change, or even to understand change when it happens anyway. For example, many of us can say we support “Net Neutrality”, but it’s almost impossible to talk aobut it without bringing in the faming and language of telcos. Laudable as Net Neutrality may be, few of us have ever experienced it. (Most “broadband” — a telco term — is not “neutral”. It is skewed to favor some uses and discourage others.) Imagine talking about the Net in, say, 1985. “Um, it’s like AOL or Compuserve, but nobody owns it, everybody can use it and anybody can improve it.” Or consider Richard Stallman‘s persistent need to explain free-as-in-freedom vs. “free-as-in-beer.” Some concepts take time to sink in, mostly because they require successful implementation, and then understanding of that success on its own terms. In the meantime, it’s explained in terms other than its own. Such is the case with both free software and Net Neutrality. In time both will be both established and well understood. (Though, speaking for myself, I think free software was better explained in the first place than Net Neutrality, but … whatever.)

Anyway, it’s all one big learning process. We educate each other.

I was just listening to this Utah Couchcast, for example. At the beginning one of the hosts suggests that Cluetrain is cyclical, coming along in booms — because Cluetrain was written during a boom. But this made me think about what seems to be a surge of recent interest in Cluetrain during a bust cycle. When we look back at Cluetrain’s success as a book, most of it came during the dot-com crash of 2000-2001.

Which brings us to the long view — something older people tend to have. (And that’s coming to include Cluetrain’s authors, two of whom have hit their sixties.) Cluetrain was diagnostic rather than prescriptive. This was intentional. One reason was time: we needed to get the book out on a tight deadline. Another was the plain and sad fact that the tools required for the revolution were not there. Some, such as blogging, were beginning to appear. But even there, syndication (another innovation by Dave) was not yet part of it. Nor was podcasting. Nor was “the cloud” of back-end services now only beginning to become widely used.

Cluetrain gets a lot of credit today for ushering in “social” stuff. That’s cool, but let’s face it: today’s “social” tools are still crude. All are miles away from whatever end states they’ll eventually reach, probably by evolving so far that they barely resemble the ancestors we use today.

All this, by the way, is a not-quick-enough brain dump as I work on a longer Cluetrain piece for print publication. Right now Google Blogsearch finds more than 50,000 results for a “cluetrain” search. Many, like the ones cited above, are too damned interesting. Collectively, they know far more about the subject than its authors, mostly because so many folks are putting Cluetrain to use somehow. In real estate, for example.

I could go on, but I have actual work to do.

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JD Lasica at Social Media has put up a list of front-line 2009 conferences.

For what it’s worth, I’ll be attending fewer of those kinds of conferences this next year, while I get more heads-down with and Linux Journal work. The current calendar includes several VRM-related conferences (plus the usual IIWs), Public Media ’09, Supernova, LinuxWorld, OSCON, Reboot and Lift. When VRM takes off, it will become a topic of other conferences as well — and that alone should push me past another 100,000 miles on United next year.

That’s actually small potatoes compared to what many other business travelers compile, especially ones who travel frequently across oceans. I flew to Europe four times last year, from Boston to London, Paris and Amsterdam (hubbing through Frankfurt, Zürich, Warsaw, Chicago and Washington). That seems like a lot, and it is; but I’m guessing that two trips from anywhere in the U.S. to anywhere in Asia would yield the same sum of miles, or more.

Anyway, I’ve been thinking a lot lately about how to make travel better with VRM: by providing passengers with the tools required to improve airline service. I might have more to say about that in the next few days, or after we get back to Boston from our very pleasant family vacation in Santa Barbara. (Which is just a  paradise right now.)

Bonus link to an old but still relevant Conor Cahill post, plus the comment I just appended to it (currently pending approval):

I realize this is an old thread, but it comes up at the top of a search for United Global Services, so it’s still current in that respect.

I’ve been 1K for three years running, and flew at least two full-fare business class flights overseas from the U.S. in 2008. I’m also rather publicly a United flier, with over a dozen thousand photos taken from the windows of United planes. (Plus thousands of photos tagged United, UAL and United Airlines.)

Before that I was a Premier or Executive Premier flier on United, going back to the early 90s.

But in the current economy no clients are funding business class flying for the near future, and my total miles with United are still a bit short of a million. So I figure if I reach GS, this will have to be the year for it. Otherwise, ain’t gonna happen.

By the way, my experience with United has included nothing bad in all the time I’ve been with them. My only persistent complaint is an odd one: I don’t want upgrades to business or first class if it’s not to a window seat. I’ve been offered several upgrades this past year to aisle seats and have turned them all down. (I accepted one that did go to a window seats.) One time this past year I was upgraded to an aisle seat and it annoyed me badly because the seat I gave up in economy had a windwow. Yet I still managed to shoot this set in a hurry while the woman with the window seat next to me was asleep.

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So I’m looking around for a fact. Specifically, an answer to this question: Who came up with CRM — Customer Relationship Management — as an idea (and later as a software and business category). It must have come from somebody, or somecompany, somewhere, right?

I just looked up History of CRM on Google. I’ve tried other search terms. It’s a slog to swim upstream against the torrent of promotional BS. Wikipedia’s entry is blah, and without any historical references.

Anybody know?

This makes me glad I don’t have advertising on this blog.

This afternoon at 4:30 I’ll be talking (though not alone… it’s a discussion, not a lecture) at the in Cambridge (the new one with and , born in 1630-something; not the older one The topic will be The Intention Economy: What happens when free customers prove more valuable than captive ones.

Are you tired of carrying around “loyalty cards” for retailers who speak to themselves about “acquiring,” “owning” and “controlling” their “relationship” with you? — and do little more than clog your wallet and slow down checkout lines?

Are you tired of login and password hell? In the everyday world you don’t have to become a “member” of a store to shop there, or to click “accept” after not reading “agreements” that are anything but.

Wouldn’t it be cool to rent exactly the car you want (for example, one that seats six and has an AUX input for your iPhone), rather than whatever the rental car agency decides to give you?

If you answer Yes to any of those questions, you should know about VRM, for Vendor Relationship Management. It’s how we manage them at least as well as they manage us.

VRM tools are being developed right now by a community of developers and other volunteers, organized around ProjectVRM at Harvard’s Berkman Center and led by Doc Searls, the originator of the VRM concept and a fellow at the center.

More here.

That same pitch would also do for the in Amsterdam on Thursday. I’ll be there too. Big thanks to Maarten Lens-Fitzgerald and friends for putting that together, even as Maarten continues to withstand medical insults in the midst.

If you’re interested in music, or in radio — especially if you’re interested in both — listen (or watch) in on Tim Westergren’s talk, going on right now. Tim founded Pandora, and is its Chief Strategist. My notes…

“We want to fix radio. And we want to fix it globally. And do it for musicians as well as listeners.”

What they’re doing is heroic, actually.

Tim just talked about Pandora’s brief experience with a subscription model. They let you listen for awhile and then began to charge — and found out listeners would find workarounds to stay in the free zone. “Systemic dishonesty”, he called it. This makes me think that VRM is systemic honesty.

“There is going to be a flight to quality,” Tim just said. Good line.

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Before:

After:

I just put up a gallery of shots I took as the sun was going down today, and the evacuation barricades were lifted — at least from some of the Tea Fire burn area.

The aerial shot above is from the excellent Live Search Maps. If you want to look around, the top shot is in this view here.

Most of my shots were after the sun went down, so they’re not the best. But they reveal some of what went on at the western edge of the fire perimeter.

Most of the houses north of Sheffield Reservoir (which is now buried beneath a park) were spared. But many along Gibraltar, El Cielito and West Mountain Road (such as the one above, a beautiful house with a view across a pool and Parma Park) were burned. It wrenched my heart to see residents visiting some of these homes. They weren’t all “mansions”, as the out-of-town media called them. Many were not even especially upscale. But most were beautiful, and all were in a beautiful setting. And they were homes. They contained the lives of their residents. Lives that will have to start over in many ways.

We know people who lost homes here. Our hearts go out to them.

One thing that amazed me was how good a job the firefighters did protecting many homes in this area. One official said it would have been reasonable to expect to lose 500 or more homes in a fire like this one.

I head back to the place our kid calls “alt.home” or “shift_home” in Boston tomorrow. Meanwhile I am appreciating every minute I’m here.

Meanwhile, here’s a thankful shout-out to the firefighters who did their best to save what they could. Which happens to be the rest of Santa Barbara.

Bonus pic: Here’s exactly the same area, after the Sycamore Canyon fire in 1977.

[Later…] I’m on a pit stop at the Starbucks Coffee & Reggae Disco in King City, where the music is so loud that people go outside to talk on their cell phones. Just did that myself.

It was weird to hit SCAN on the rental car radio and have it stop at 87.7, where KSBY/Channel 6 in San Luis Obispo was running a live press conference on the Tea Fire from Santa Barbara. I stayed with it until the signal gave out around San Ardo. Meanwhile, here’s what I picked up that matters: Homes were lost on the folowing roads:

  • Coyote Road
  • Coyote Circle
  • East Mountain Drive
  • West Mountain Drive
  • El Cielito
  • Gibraltar Road
  • Las Alturas Road
  • Orizaba Road
  • Orizaba Lane
  • Conejo Road
  • Stanwood Road
  • Sycamore Canyon Road
  • Ealand Place (not sure, but I think so)
  • Mt. Calvary Road (including the Monastery and Retreat Center)
  • Westmont Road/Circle Drive (not clear about this, but I believe so)

They said 210 structures were lost. More than 5000 homes were evacuated across a large area outside the fire perimeter, ours among them.

Only residents with government-issued IDs will be let into the main burn areas: Mountain Road, Conejo, Coyote, a few others.

Okay, hitting the road again. Next stop, SFO. Then BOS and back to work.

[Later…] I’m at SFO now. No time to say more than to look at this map, this City 2.0 summary, and these images and headlines.

Oh, and look at this. It’s the same scene after the 1977 Sycamore Fire. Some home sites have burned three times: In the 1964 Coyote Fire, the Sycamore Fire, and now the Tea Fire.

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