Game Life

Crowdsourcing: A Definition

  • I like to use two definitions for crowdsourcing:

    The White Paper Version: Crowdsourcing is the act of taking a job traditionally performed by a designated agent (usually an employee) and outsourcing it to an undefined, generally large group of people in the form of an open call.

    The Soundbyte Version: The application of Open Source principles to fields outside of software.

Crowdsourcing in the News

  • March 25, 2007: New York Times and NPR's On the Media
    Another twofer: First, in yesterday's Times Jason Pontin takes a first-hand look at Mechanical Turk, ChaCha.com and Jeff Bezos' notion of "artificial artifical intelligence." His experience is less than satisfactory, and a reminder that not everything should be crowdsourced.

    My favorite NPR show, On the Media, interviews TPM Muckraker's Paul Kiel about the site's recent experiment in crowdsourcing. Muckraker asked its readers to parse the 3,000 emails pertaining to the firing of federal prosecutors that Dept. of Justice released last week. Within hours Muckraker readers were ferreting out compromising passages, some of which led to news leads for MSM pubs, further evidence that the crowd has a promising future in performing investigative functions. Shady politicians (is that phrase redundant?) beware.
  • March 19, 2007: New York Times and Detroit Free Press
    Today's a twofer: The New York Times' David Carr writes about Assignment Zero in his column, "The Media Equation." I edited David a few times at the now defunct Inside.com (It shined brightly but briefly). If memory serves, he could recall obscure circulation figures on certain newspapers and magazines from memory. No mean media critic, in other words. So I was elated to see him give Assignment Zero a cautiously optimistic treatment.

    Crowdsourcing also made the Detroit Free Press today, where religion writer David Crumm writes about how theologians and pastors are using the model to let their congregations "shape a church's worship and programs." I haven't followed the crowdsourcing in religion angle as much as I'd like, and this is a great introduction to the subject.
  • March 16, 2007: Radio: WNYC - Crowdsourcing and Music
    Does user-generated content threaten the recording industry? That presumes there's still a recording industry to speak of. I'm kidding—kinda. But CD sales get more and more anemic and companies building businesses out of unknown bands—call it music by the crowd—look more and more interesting (and viable) all the time. Yesterday I was on one of my favorite WNYC shows, "Soundcheck" discussing all this and more. Stream or download the show here. You can listen to my segment alone (it runs about 20 minutes), but I recommend you listen to the opening segment on the bizarre-but-intriguing midomi.com. Midomi is a social networking site that allows you to search for music by singing a few bars into a microphone connected to your computer. Soundcheck brought in a trained opera singer to put Midomi's software to the test, with humorous results. American Idol-meets-Myspace-meets-iTunes-meets-voice-recognition-software. That's some mash-up. What will those Stanford smarties dream up next?
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June 28, 2007

Assignment Zero: The Interviews

Several weeks ago Assignment Zero executive editor Jay Rosen said that only about 28 percent of what we tried to do with Assignment Zero worked. (If you're unfamiliar with the AZ project, go here.) Rosen had been discussing the future of the interview with Washington Post media critic Howard Kurtz, and while 28 percent's a pretty stark assessment, it's probably accurate. Let's just say there's a lot we know now we didn't know when we launched the project. In a few weeks I'll be publishing an essay on Wired.com that will try to explore what  I've started to call "a wonderful failure."

But right now I want to celebrate everything that went right. About ten minutes ago I finished reading all 80 of the interviews conducted for the project. To properly appreciate this book-length body of work, I had to relinquish my expectation that they would hew to the putative subject, crowdsourcing. At first I was disappointed. Clearly Assignment Zero had suffered a case of mission creep. So I decided to revise my expectations. The general theme could be considered to be "emerging systems of collaborative production on the Internet." Mindset adjusted, I came away highly satisfied. Here's why:

With shockingly few exceptions, the interviews are compelling, thought-provoking and chock full of insights both philosophical and practical. The final package represents, to my knowledge, the most comprehensive and exhaustive knowledge base on the various ways the Internet has given rise to collaborative forms of production. I've been researching these issues for 18 months, and the collected information handily exceeds my own knowledge base—that itself is a testament to the wisdom of the crowds over the wisdom of the expert.

But allow me to gush in more detail: Most of the interviewers had obviously conducted a fair amount of research into their subject and prepared a list of appropriate questions to ask. AZ contributor Randy Burge, for instance, clearly drew deeply from the available literature on crowdsourced innovation before interviewing Innocentive co-founder Alpheus Bingham. The product is the finest distillation of the complex process by which Innocentive crowdsources problems in corporate R&D to its network of 120,000 scientists. In many cases, the interviewer was uniquely qualified to conduct the interview. James Surowiecki, for instance, was interviewed by one of his former editors.

This is the beauty of open organizational systems. People self-select, assigning themselves to tasks for which they are best-suited. Contrast this with the process by which an interviewer is assigned to interviewee in a closed system (a magazine or newspaper). A journalist is often chosen to conduct a Q&A with a subject based on his or her availability. That's a pretty poor qualification, though it's borne of simple necessity. The professional in this closed system (and I speak from personal experience), often lacks the time it takes to adequately acquaint oneself with the subject's work, ideas and experience. If the resulting product feels a little rote and indifferent, do you blame the journalist or the system?


But not only did the interviews betray a level of passion and specialization rarely found in the mainstream media, they were simply better reads. Magazines and newspapers tend to pasteurize such interviews to filter out any content that any reader anywhere might possibly deem offensive or obscure or simply irrelevant. The result is something that's leached of idiosyncrasy, complex ideas and the accidental poetry that arises from an animated conversation. The AZ interviews, lightly edited as they are, retain all these qualities (along with lots of typos and a few bits of asinine commentary.)

Over the next few months I plan on featuring several of the interviews on the blog as I'd like to directly engage many of the ideas—and their authors—on this blog. Until then ...

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Hi Jeff, how did Jay arrive at the 28% success rate and what did he consider to be the obvious failure points?

The interviews “were” refreshing in so far as they were void the editorial molding or spin that, as you pointed out, so often permeates mainstream content! I gave up eating or reading anything that was overly processed years ago.

I am surprised or maybe just naïve, that there is any question about the advantages and qualitative differences between face to face interviews or the other options mentioned in the Washington Post piece. Right off the bat the lead sentence “The humble interview, the linchpin of journalism for centuries, is under assault” stresses an upside down premise!

Where is the assault, unshackled perhaps or at the very least free from the impurities that come to mind when considering the debate around Mr. Murdoch’s most recent bid for the WSJ.

“Is old media dead, or is the blogosphere just a flash in the pan? This is obviously a rhetorical question. If the blogosphere is a flash in the pan then the traditional media kitchens are already smoldering and one awaits the resulting inferno!

The AZ attempt to do the CS project brings some much needed balance to the fore! On that score alone the percentage points should be much, much higher.

Cheers, Alan.

The 28 percent success was a bit of a random number. Obviously there was no real quantitative analysis done.

When we first started the project Jay had envisioned finishing around 100 or more full articles. That's a tall order. If you look at the final product, we have 80 full QA's (not full stories) -- which as Jeff pointed out, are pretty good, and we have 7 full length feature stories. We also have a sprinkle of stories (I'd say maybe another 4-5) that could have become feature stories with a bit more time.

All that said. AZ was not an outright success. But as you pointed out Jeff -- its failure was beautiful. Not only because it was not an outright failure, but also: The parts of the project that didn't work are very clear -- both through the application of crowdsourced journalism and the content within the QA's -- there is a great resource within AZ about how to organize, manage and take to task community/collaborative projects.

You can now read Wired's blogs on cell phones by entering 'clfy.net/wired' in the phone's web browser.

I'm glad the AZ project was as successful as it was. I wholeheartedly agree that there was mission creep with the project, Jeff. In my research, I've made a point to try and distinguish between crowdsourcing, open source, contests, collaborations that just happen to be online, and other types of "Web 2.0-ness." So, I was admittedly a bit turned off with how quickly AZ seemed to lump all of the previously mentioned concepts/models/theories into the label "crowdsourcing." Crowdsourcing is a production and problem solving model that, while similar in some ways to some of the basic underpinnings of open source, is not open source. Different motives, different format, different ethics, different power base.

I do think there are some gems among the interviews, from what I read. I look forward to the interviews you post here Jeff.

So... you speak of both failure and success... but give examples of neither. Where did this experiment fail? Just in the quantity of work it collected? Or also in the quality of the content it created?

Where did this project succeed? In that it created any content at all from volunteers? The unexpected quality of work? The level of cooperation between strangers?

Jeff has much more insider knowledge about the AZ project and its failures and successes, but I can answer your questions, mhh5, to some degree:

I read most of the interviews and edited a few of them. Several of the Q&As are insightful and provide compelling anecdotes, advice, experiences, and opinions on the greater Web 2.0 phenomenon. There were a noticeable number of Q&As, however, that really didn't say anything interesting. This was, as far as I could tell, a mixture of poorly conceived questions from the interviewers and uninteresting answers from some of the interviewees.

I think Jeff and others see the project as a failure to some degree because the objective--to produce a lot of feature stories--wound up being mostly Q&As. A good interview is certainly a skill some people have and some people don't, but at the core of journalism is the ability to write a fresh, interesting, newsworthy story. And so, AZ's attempt to be a crowdsourced journalism project was more like sending out the yearbook staff to collect interviews in Q&A format rather than something that could rival the NY Times or Newsweek. The Q&As weren't on the level of Playboy or Esquire, either, so...I guess the project is a success for its face value, which is that it did uncover a few nuggets of wisdom about this whole new Web phenomenon.

My beef with the project, as a scholar of crowdsourcing, is that AZ too quickly lumped crowdsourcing, open source, collaborative art projects, and so on under the umbrella term of "crowdsourcing." As I've stated many times, and as a forthcoming paper I've written ("Crowdsourcing as a Model for Problem Solving: An Introduction and Cases," Convergence, 14.1, Feb. 2008) makes clear, crowdsourcing is a new kind of thing. It can be lumped together with all those other phenomena under the umbrella term of "Web 2.0," but it ain't crowdsourcing. (By the way, I see Web 2.0 as a term to describve the increased user-productive nature of the Web in the recent years, now that the Web has become a ubiquitous thing in industrialized nations).

Based on what we know about how some of the successful ventures in crowdsourcing work, I think it is safe to say AZ's failures come from the giant scope of its problem and its failure to clarify the problem to guarantee a predictable range of inputs--in terms of quantity, quality, and form--from the crowd. It was just too big and undefined.

Still, though, there's some value in an undefined problem. It draws out an unrestrained spread of creative solutions. But, that collective of solutions is not like crowdsourcing, which is a genius model that seeks out top-notch, quality solutions.

Great comments Daren, the last paragraph, third sentence had me somewhat stumped though!

Why are the collective solutions not like crowdsourcing? The solutions that in this case arose from “the giant scope of its problem and its failure to clarify the problem to guarantee a predictable range of inputs” are the natural/organic result of the above described shortcomings.

Why a “genius model that seeks out top-notch, quality solutions Daren?”

I see the emphasis on the word unrestrained. Originality appears to be the one element that should come to the fore through a CS process. When originality rises to the top it does not presuppose any particular standard. Are you applying the term genius to the collective end result as in “wisdom of the crowds?”

I have no intention to quibble but top-notch quality solutions might indeed be one part of the resulting outcome of any particular venture. The outcomes in this case, with the AZ project, appear to prove the point that the end result did indeed fall short of expectations despite the intention to seek out top-notch, quality solutions.

Jeff’s definition, “Crowdsourcing is the act of taking a job traditionally performed by a designated agent (usually an employee) and outsourcing it to an undefined, generally large group of people in the form of an open call,” appears to fit the bill, so why is it not like CS?

The architecture and results of participation, in this case, looks to me like a beautiful sandcastle rather than the mansions that flickr or wikipedia have built.

Cheers, Alan.

AZ breathtaking!
Dan Gillmor offer a year-on-year progress report on the state of citizen journalism.
http://citmedia.org/blog/2007/07/15/citizen-media-a-progress-report-2/

Thanks for the recap, Daren.

I guess it's not surprising that content that requires a singular "voice" may not be the best target for a crowdsourcing project. There's likely a category for projects that are suited for "creation by committee" -- and it may not include journalism, novels, etc.

Perhaps CS only works for content creation like Wikipedia, recipe books, and collections like Youtube....? Where the audience expects a variety of voices and doesn't mind a bit of quality variance.

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The Rise of Crowdsourcing

  • Read the original article about crowdsourcing, published in the June, 2006 issue of Wired Magazine.