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Aardvark Publishes A Research Paper Offering Unprecedented Insights Into Social Search
Source: http://feedproxy.google.com/~r/Techcrunch/~3/IMDRrISRf-8/
In 1998, Larry Page and Sergey Brin published a paper[PDF] titled Anatomy of a Large-Scale Hypertextual Search Engine, in which they outlined the core technology behind Google and the theory behind PageRank. Now, twelve years after that paper was published, the team behind social search engine Aardvark has drafted its own research paper that looks at the social side of search. Dubbed Anatomy of a Large-Scale Social Search Engine, the paper has just been accepted to WWW2010, the same conference where the classic Google paper was published.
Aardvark will be posting the paper in its entirety on its official blog at 9 AM PST, and they gave us the chance to take a sneak peek at it. It’s an interesting read to say the least, outlining some of the fundamental principles that could turn Aardvark and other social search engines into powerful complements to Google and its ilk. The paper likens Aardvark to a ‘Village’ search model, where answers come from the people in your social network; Google is part of ‘Library’ search, where the answers lie in already-written texts. The paper is well worth reading in its entirety (and most of it is pretty accessible), but here are some key points:
- On traditional search engines like Google, the ‘long-tail’ of information can be acquired with the use of very thorough crawlers. With Aardvark, a breadth of knowledge is totally reliant on how many knowledgeable users are on the service. This leads Aardvark to conclude that “the strategy for increasing the knowledge base of Aardvark crucially involves creating a good experience for users so that they remain active and are inclined to invite their friends”. This will likely be one of Aardvark’s greatest challenges.
- Beyond asking you about the topics you’re most familiar with, Aardvark will actually look at your past blog posts, existing online profiles, and tweets to identify what topics you know about.
- If you seem to know about a topic and your friends do too, the system assumes you’re more knowledgeable than if you were the only one in a group of friends to know about that topic.
- Aardvark concludes that while the amount of trust users place in information on engines like Google is related to a source website’s authority, the amount they trust a source on Aardvark is based on intimacy, and how they’re connected to the person giving them information
- Some parts of the search process are actually easier for Aardvark’s technology than they are for traditional search engines. On Google, when you type in a query, the engine has to pair you up with exact websites that hold the answer to your query. On Aardvark, it only has to pair you with a person who knows about the topic — it doesn’t have to worry about actually finding the answer, and can be more flexible with how the query is worded.
- As of October 2009, Aardvark had 90,361 users, of whom 55.9% had created content (asked or answered a question). The site’s average query volume was 3,167.2 questions per day, with the median active user asking 3.1 questions per month. Interestingly, mobile users are more active than desktop users. The Aardvark team attributes this to users wanting quick, short answers on their phones without having to dig for anything. They also think people are more used to using more natural language patterns on their phones.
- The average query length was 18.6 words (median of 13) versus 2.2-2.9 words on a standard search engine. Some of this difference comes from the more natural language people use (with words like “a”, “the”, and “if”). It’s also because people tend to add more context to their queries, with the knowledge that it will be read by a human and will likely lead to a better answer.
- 98.1% of questions asked on Aardvark were unique, compared with between 57 and 63% on traditional search engines.
- 87.7% of questions submitted were answered, and nearly 60% of them were answered within 10 minutes. The median answering time was 6 minutes and 37 seconds, with the average question receiving two answers. 70.4% of answers were deemed to be ‘good’, with 14.1% as ‘OK’ and 15.5% were rated as bad.
- 86.7% of Aardvark users had been asked by Aardvark to answer a question, of whom 70% actually looked at the question and 38% could answer. 50% of all members had answered a question (including 75% of all users who had ever actually interacted with the site), though 20% of users accounted for 85% of answers.
Why Job Seekers Should Worry About Their Online Reputation
Source: http://www.labnol.org/internet/online-reputation-important-for-jobs/12582/
If you are looking for a job or are a potential job-seeker, be very careful of what you write or share online because HR departments and recruitment professionals are scanning tweets, blog posts, photos, and other online profiles of job candidates before offering them positions.
Why Online Reputation Management is Important
Around 70% of hiring managers in in US have rejected candidate just because of their online reputation. The chart looks at the various types of online information that have led companies to reject candidates.

Tomorrow is Data Privacy Day and this research (download PPT) was originally commissioned by Microsoft as part of the same initiative.
Other than Microsoft, Google, Intel, AT&T are also part of the Data Privacy Day group. You should also check their site as it contains some excellent resources on how companies, students and parents can better protect their online information.
Why Job Seekers Should Worry About Their Online Reputation
Originally published at Digital Inspiration by Amit Agarwal.
How Major Labels Cook the Books with Digital Downloads [Digital Downloads]
Tim Quirk was the singer of punk-pop outfit Too Much Joy, signed by Warner Bros. in 1990. Now he’s an executive at an online music service, giving him insight on digital sales data and just how labels fudge their numbers.
I got something in the mail last week I’d been wanting for years: a Too Much Joy royalty statement from Warner Brothers that finally included our digital earnings. Though our catalog has been out of print physically since the late-1990s, the three albums we released on Giant/WB have been available digitally for about five years. Yet the royalty statements I received every six months kept insisting we had zero income, and our unrecouped balance ($395,277.18!)* stubbornly remained the same.
Now, I don’t ever expect that unrecouped balance to turn into a positive number, but since the band had been seeing thousands of dollars in digital royalties each year from IODA for the four indie albums we control ourselves, I figured five years’ worth of digital income from our far more popular major label albums would at least make a small dent in the figure. Our IODA royalties during that time had totaled about $12,000 – not a princely sum, but enough to suggest that the total haul over the same period from our major label material should be at least that much, if not two to five times more. Even with the band receiving only a percentage of the major label take, getting our unrecouped balance below $375,000 seemed reasonable, and knocking it closer to -$350,000 wasn’t out of the question.
So I was naively excited when I opened the envelope. And my answer was right there on the first page. In five years, our three albums earned us a grand total of… $62.47.
What the fuck?
I mean, w! e all kn ow that major labels are supposed to be venal masters of hiding money from artists, but they’re also supposed to be good at it, right? This figure wasn’t insulting because it was so small, it was insulting because it was so stupid.
Why It Was So Stupid
Here’s the thing: I work at Rhapsody. I know what we pay Warner Bros. for every stream and download, and I can look up exactly how many plays and downloads we’ve paid them for each TMJ tune that Warner controls. Moreover, Warner Bros. knows this, as my gig at Rhapsody is the only reason I was able to get them to add my digital royalties to my statement in the first place. For years I’d been pestering the label, but I hadn’t gotten anywhere till I was on a panel with a reasonably big wig in Warner Music Group’s business affairs team about a year ago
The panel took place at a legal conference, and focused on digital music and the crisis facing the record industry**. As you do at these things, the other panelists and I gathered for breakfast a couple hours before our session began, to discuss what topics we should address. Peter Jenner, who manages Billy Bragg and has been a needed gadfly for many years at events like these, wanted to discuss the little-understood fact that digital music services frequently pay labels advances in the tens of millions of dollars for access to their catalogs, and it’s unclear how (or if) that money is ever shared with artists.
I agreed that was a big issue, but said I had more immediate and mundane concerns, such as the fact that Warner wouldn’t even report my band’s iTunes sales to me.
The business affairs guy (who I am calling “the business affairs guy” rather than naming because he did me a favor by finally getting the digital royalties added to my statement, and I am grateful for that and don’t want this to sound like I’m attacking him personally, even though it’s abo! ut to se em like I am) said that it was complicated connecting Warner’s digital royalty payments to their existing accounting mechanisms, and that since my band was unrecouped they had “to take care of R.E.M. and the Red Hot Chili Peppers first.”
That kind of pissed me off. On the one hand, yeah, my band’s unrecouped and is unlikely ever to reach the point where Warner actually has to cut us a royalty check. On the other hand, though, they are contractually obligated to report what revenue they receive in our name, and, having helped build a database that tracks how much Rhapsody owes whom for what music gets played, I’m well aware of what is and isn’t complicated about doing so. It’s not something you have to build over and over again for each artist. It’s something you build once. It takes a while, and it can be expensive, and sometimes you make honest mistakes, but it’s not rocket science. Hell, it’s not even algebra! It’s just simple math.
I knew that each online service was reporting every download, and every play, for every track, to thousands of labels (more labels, I’m guessing, than Warner has artists to report to). And I also knew that IODA was able to tell me exactly how much money my band earned the previous month from Amazon ($11.05), Verizon (74 cents), Nokia (11 cents), MySpace (4 sad cents) and many more. I didn’t understand why Warner wasn’t reporting similar information back to my band – and if they weren’t doing it for Too Much Joy, I assumed they weren’t doing it for other artists.
To his credit, the business affairs guy told me he understood my point, and promised he’d pursue the matter internally on my behalf – which he did. It just took 13 months to get the results, which were (predictably, perhaps) ridiculous.
The sad thing is I don’t even think Warner is deliberately trying to screw TMJ and the hundreds of other also-rans and almost-weres they’ve signed over the years. The reality is more boring, but also more depressing. Like I said, they don’t actually ow! e us any money. But that’s what’s so weird about this, to me: they have the ability to tell the truth, and doing so won’t cost them anything.
They just can’t be bothered. They don’t care, because they don’t have to.
“$10,000 Is Nothing”
An interlude, here. Back in 1992, when TMJ was still a going concern and even the label thought maybe we’d join the hallowed company of recouped bands one day, Warner made a $10,000 accounting error on our statement (in their favor, naturally). When I caught this mistake, and brought it to the attention of someone with the power to correct it, he wasn’t just befuddled by my anger – he laughed at it. “$10,000 is nothing!” he chuckled.
If you’re like most people – especially people in unrecouped bands – “nothing” is not a word you ever use in conjunction with a figure like “$10,000,” but he seemed oblivious to that. “It’s a rounding error. It happens all the time. Why are you so worked up?”
These days I work for a reasonably large corporation myself, and, sadly, I understand exactly what the guy meant. When your revenues (and your expenses) are in the hundreds of millions of dollars, $10,000 mistakes are common, if undesirable.
I still think he was a jackass, though, and that sentence continues to haunt me. Because $10,000 might have been nothing to him, but it was clearly something to me. And his inability to take it seriously – to put himself in my place, just for the length of our phone call – suggested that people who care about $10,000 mistakes, and the principles of things, like, say, honoring contracts even when you don’t have to, are the real idiots.
As you may have divined by this point, I am conflicted about whether I am actually being a petty jerk by pursuing this, or whether labels just thrive on making fools like me feel like petty jerks. People in the record industry are very good at making bands believe they deserve the hundreds of thousands (or sometimes millions) of dollars labels advance th! e musici ans when they’re first signed, and even better at convincing those same musicians it’s the bands’ fault when those advances aren’t recouped (the last thing $10,000-Is-Nothing-Man yelled at me before he hung up was, “Too Much Joy never earned us shit!”*** as though that fact somehow negated their obligation to account honestly).
I don’t want to live in $10,000-Is-Nothing-Man’s world. But I do. We all do. We have no choice.
The Boring Reality
Back to my ridiculous Warner Bros. statement. As I flipped through its ten pages (seriously, it took ten pages to detail the $62.47 of income), I realized that Warner wasn’t being evil, just careless and unconcerned – an impression I confirmed a few days later when I spoke to a guy in their Royalties and Licensing department I am going to call Danny.****
I asked Danny why there were no royalties at all listed from iTunes, and he said, “Huh. There are no domestic downloads on here at all. Only streams. And it has international downloads, but no international streams. I have no idea why.” I asked Danny why the statement only seemed to list tracks from two of the three albums Warner had released – an entire album was missing. He said they could only report back what the digital services had provided to them, and the services must not have reported any activity for those other songs. When I suggested that seemed unlikely – that having every track from two albums listed by over a dozen different services, but zero tracks from a third album listed by any seemed more like an error on Warner’s side, he said he’d look into it. As I asked more questions (Why do we get paid 50% of the income from all the tracks on one album, but only 35.7143% of the income from all the tracks on another? Why did 29 plays of a track on the late, lamented MusicMatch earn a total of 63 cents when 1,016 plays of the exact same track on MySpace earned only 23 cents?) he eventually got to the heart of the matter: “We don’t normally do this for unrecouped bands,” he ! said. “B ut, I was told you’d asked.”
It’s possible I’m projecting my own insecurities onto calm, patient Danny, but I’m pretty sure the subtext of that comment was the same thing I’d heard from $10,000-Is-Nothing-Man: all these figures were pointless, and I was kind of being a jerk by wasting their time asking about them. After all, they have the Red Hot Chili Peppers to deal with, and the label actually owes those guys money.
Danny may even be right. But there’s another possibility – one I don’t necessarily subscribe to, but one that could be avoided entirely by humoring pests like me. There’s a theory that labels and publishers deliberately avoid creating the transparent accounting systems today’s technology enables. Because accurately accounting to my silly little band would mean accurately accounting to the less silly bands that are recouped, and paying them more money as a result.
If that’s true (and I emphasize the if, because it’s equally possible that people everywhere, including major label accounting departments, are just dumb and lazy)*****, then there’s more than my pride and principles on the line when I ask Danny in Royalties and Licensing to answer my many questions. I don’t feel a burning need to make the Red Hot Chili Peppers any more money, but I wouldn’t mind doing my small part to get us all out of the sad world $10,000-Is-Nothing-Man inhabits.
So I will keep asking, even though I sometimes feel like a petty jerk for doing so.
* A word here about that unrecouped balance, for those uninitiated in the complex mechanics of major label accounting. While our royalty statement shows Too Much Joy in the red with Warner Bros. (now by only $395,214.71 after that $62.47 digital windfall), this doesn’t mean Warner “lost” nearly $400,000 on the band. That’s how much they spent on us, and we don’t see any royalty checks until it’s paid back, but it doesn’t get paid back out of the full price of every album sold. It gets paid back out of the band’s share of every albu! m sold, which is roughly 10% of the retail price. So, using round numbers to make the math as easy as possible to understand, let’s say Warner Bros. spent something like $450,000 total on TMJ. If Warner sold 15,000 copies of each of the three TMJ records they released at a wholesale price of $10 each, they would have earned back the $450,000. But if those records were retailing for $15, TMJ would have only paid back $67,500, and our statement would show an unrecouped balance of $382,500.
I do not share this information out of a Steve Albini-esque desire to rail against the major label system (he already wrote the definitive rant, which you can find here if you want even more figures, and enjoy having those figures bracketed with cursing and insults). I’m simply explaining why I’m not embarrassed that I “owe” Warner Bros. almost $400,000. They didn’t make a lot of money off of Too Much Joy. But they didn’t lose any, either. So whenever you hear some label flak claiming 98% of the bands they sign lose money for the company, substitute the phrase “just don’t earn enough” for the word “lose.”
** The whole conference took place at a semi-swank hotel on the island of St. Thomas, which is a funny place to gather to talk about how to save the music business, but that would be a whole different diatribe.
*** This same dynamic works in reverse – I interviewed the Butthole Surfers for Raygun magazine back in the 1990s, and Gibby Haynes described the odd feeling of visiting Capitol records’ offices and hearing, “a bunch of people go, ‘Hey, man, be cool to these guys, they’re a recouped band.’ I heard that a bunch of times.”
**** Again, I am avoiding using his real name because he returned my call promptly, and patiently answered my many questions, which is behavior I want to encourage, so I have no desire to lambaste him publicly.
***** Of course, these two possibilities are not mutually exclusive – it is also possible that labels are ! evil and avaricious AND dumb and lazy, at the same time.
Reprinted with permission from Too Much Joy.
Ad-supported photo books
Need physical copies of some great shots, but you’re a bit too lazy to order and pay for them? HotPrints mails you free 16-page photo books, with shots pulled from Facebook, if you don’t mind some non-intrusive paper ads.
In this case, non-intrusive means the advertisements aren’t watermarked or otherwise touching your actual photos. They’re inserted between the pages, and can be pulled out, kind of like magazine subscription cards. You’d also have to be comfortable with HotPrints using “contextual” data from Facebook to target some ads at you. That means the album style you choose, the content of your profile, and region information from your Facebook account are used to target the ads, but the company claims that no identifying information is given out to its sponsoring partners. You can read more about HotPrints’ do’s and don’ts at their privacy policy.
If you’re cool with that at the cost of free, even free shipping, HotPrints’ Facebook app makes it fairly easy to pull in tagged photos of yourself or any Facebook contacts for a quickie album, with a limit of one per month. It’s a free service, requires a Facebook account (and app authorization) to use.
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Twitter Stats
source: http://www.sysomos.com/insidetwitter/
Summary
Over the past few months, Twitter has experienced explosive growth, attracting celebrity users such as Oprah, and a growing mountain of media and blog coverage. Sysomos Inc., one of the world’s leading social media analytics companies, conducted an extensive study to document Twitter’s growth and how people are using it. After analyzing information disclosed on 11.5 million Twitters accounts, we discovered that:
- 72.5% of all users joining during the first five months of 2009
- 85.3% of all Twitter users post less than one update/day
- 21% of users have never posted a Tweet
- 93.6% of users have less than 100 followers, while 92.4% follow less than 100 people
- 5% of Twitter users account for 75% of all activity (see the report on analysis of top-5% users)
- New York has the most Twitters users, followed by Los Angeles, Toronto, San Francisco and Boston; while Detroit was the fast-growing city over the first five months of 2009
- More than 50% of all updates are published using tools, mobile and Web-based, other than Twitter.com. TweetDeck is the most popular non-Twitter.com tool with 19.7% market share.
- There are more women on Twitter (53%) than men (47%)
- Of the people who identify themselves as marketers, 15% follow more than 2,000 people. This compares with 0.29% of overall Twitter users who follow more than 2,000 people.
Contextual Help Bubble – Dictionary, Thesaurus, Wikipedia, Amazon, Google Translate, Clip2Send
Dead simple, handy tool for adding contextual help to any web page or entire site. It is installed on this blog — so go ahead and select something with your mouse.
Install on any webpage or blog by way of 1 line of code:
<script src=”http://64.202.162.213/bubble/bubble.js“></script>
Select any text, contextual bubble appears, click Wikipedia to get more information about the selected text


When more than 5 words are selected, other options are grayed out and clip2send is the link to click to send the selected part of the page via email. Type in the email address; the subject line is autofilled, but editable; the source URL is automatically cited>


Select text, contextual bubble appears, click Amazon link to bring up results on Amazon.


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