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6 Charts About The Future Of Learning
Source: http://www.businessinsider.com/future-learning-charts-2011-12
This past summer, the Pew Research Center published a report on the “Digital Revolution and Higher Education.” The whole report is worth a read, but we’re drawn to the charts. Here are a few.
In these, only 15% of college presidents said that most of their students have taken a class online. But half think that 10 years from now, most students will take classes online.
Interestingly, college presidents see a greater educational value for online learning than the general public. Some 51% of college presidents polled said online courses offer an equal educational value, compared to classroom courses, versus just 29% of the public.

Here, we start to see which types of colleges are leading the way in online learning: community colleges and less-selective colleges. Those trends are expected to lead the way, with 4-year private school presidents considering their undergrad student bodies the least likely to be taking online classes.

Not surprising: 62% of college presidents think that more than half of student textbooks will be entirely digital in 10 years. Only 7% of college presidents think that less than 25% of student textbooks will be entirely digital.

What’s helping that trend? Apple’s iPad. Here’s a bonus chart from Kleiner Perkins’ Mary Meeker showing just how fast the iPad is gaining steam relative to the iPhone and iPod.

More from our special report on The Future of Learning:
- 15 Education And Learning Startups You Need To Know
- POLL: What Technology Will Change Learning The Most?
- Teach Your Kids How To Code, Not How To Speak Chinese
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Join the conversation about this story »
See Also:
- 15 Education And Learning Startups You Need To Know
- Special Report: The Future Of Learning
- POLL: What Technology Will Change Learning The Most?
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Mark Cuban foretells Netflix demise, sees a future filled with on-demand video
Source: http://www.engadget.com/2010/05/07/mark-cuban-foretells-netflix-demise-sees-a-future-filled-with-o/
To call Mark Cuban eccentric would be akin to describing the ocean as wet, but what’s not so often acknowledged about the Dallas Mavericks owner is the sharp mind and commercial nous that have gotten him to the position of hiring and firing millionaire ball players. One of Mark’s recent blog posts, entitled “The future of TV … is TV,” got the attention of NewTeeVee, who sought to debunk his contention that VOD (video on demand) services from cable operators would become the primary means by which we consume digital media in the future. They cite the growing success story of Netflix’s digital distribution model, as well as the 12 million hours of March Madness video consumed via CBS’ web portal, in arguing that web streaming is indeed the great new hotness.
Mark’s response tackles Netflix head on, and points out that the company’s rapid growth is about to start working against it, with movie studios and other content providers likely to jack up prices and demand further concessions from the streaming service as it turns into a real competitor to cable companies. According to him, Netflix is presently getting its content at prices that are unsustainable, and his prognostication is that content owners seeking bigger levies — together with the expansion of VOD choice, which he sees as foolproof compared to the overwhelming complexity that web streaming entails — will lead to Netflix passing costs on to the consumers and losing out to cable operators. Irrespective of whether you agree with him, the whole exchange is well worth a read. Use the links below to get filled in.
Mark Cuban foretells Netflix demise, sees a future filled with on-demand video originally appeared on Engadget on Fri, 07 May 2010 10:09:00 EST. Please see our terms for use of feeds.
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Google issues statement on Nexus One sales, touts Android Market’s 30,000 apps
Source: http://www.engadget.com/2010/03/17/google-issues-statement-on-nexus-one-sales-touts-android-market/
Numbers released by Flurry Analytics yesterday suggested that Google’s Nexus One had sold around 135,000 units in 74 days (the same amount of time it took the iPhone to hit a million) — not a staggering number by any measure. Now, we don’t really have any way to assess the accuracy of Flurry’s data, but we spoke with Google’s team about a few things, and here’s what they had to say. For starters, Google wanted to assert the idea that selling lots of a single handset isn’t the company’s primary goal, an idea which makes sense considering how many handsets are currently available with Android. In our conversation, Google actually called out the sales figures for the Droid and seemed eager to make the point that their game is more of a war of attrition fought on a variety of fronts. Read their statement — and lots more — after the break…
Continue reading Google issues statement on Nexus One sales, touts Android Market’s 30,000 apps
Google issues statement on Nexus One sales, touts Android Market’s 30,000 apps originally appeared on Engadget on Wed, 17 Mar 2010 13:39:00 EST. Please see our terms for use of feeds.
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The 22 Immutable Laws No Longer Apply
The habits of modern consumers and their expectations have so drastically changed the landscape into which marketing and advertising campaigns are launched that what held true in the “golden age of advertising” no longer holds true at this, the dawn of the “golden age of the individual.”
In the classic “The 22 Immutable Laws of Marketing,” Al Ries and Jack Trout expound on laws that are rooted in the ability to use storytelling to weave spellbinding brands and evoke emotion-filled loyalty. However, as the balance of power shifted away from advertisers to the people they used to target, the game has changed.
Increasingly, individuals prefer to do their own research rather than just take advertisers’ word for it. Individuals need greater levels of detailed information than can be conveyed in a :30 spot, a one page ad, or a radio spot. More individuals are empowered with information that is likely to have been created by other individuals (e.g., product reviews, blog posts) instead of advertisers.
Read on 22 Immutable Laws no Longer Apply
andressilvaaVERY INTERESTING [ARTICLE]: Click-Z takes on a marketing sacred text: http://bit.ly/ap1Gk7 (via @marcblumer)
ntortorellaThe 22 Immutable Laws of Marketing No Longer Apply http://is.gd/7Pp1Y
mectoronto2nd part in a series dissecting and debunking the book ’22 Immutable Laws of Marketing’- http://bit.ly/cKm1eL 1st part-http://bit.ly/cmhpwh
rdlynchRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
marcblumerClick-Z takes on a marketing sacred text: http://bit.ly/ap1Gk7
rgrosskettThe 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
detroitredesignThe 22 Immutable Laws of Marketing No Longer Apply (disappointing, since I really liked the book…)http://www.clickz.com/3636379
nobumbling#Marketing as we knew it, no more, read this article: The 22 Immutable Laws of Marketing No Longer Apply http://j.mp/b6NzHv (via @mnm8312)
tkahlowRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
acfouLike I said, it is better to be better than it is to be first (Immutable Law #1 is False) - http://bit.ly/9VkFge
vismediaRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd Pretty interesting view of Brands & Marketing.
sofebellReading: “The 22 Immutable Laws of Marketing No Longer Apply – ClickZ”( http://twitthis.com/sqygsh )
LaraMSi hope b-schools are listening! http://ow.ly/14QX8
BrennaEliseReading: The 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/azMzyH
R_OtterstromRT @oliversudotcom: The 22 Immutable Laws of Marketing No Longer Apply – what do you think about this article?http://ow.ly/15xj1
oliversudotcomThe 22 Immutable Laws of Marketing No Longer Apply – what do you think about this article? http://ow.ly/15xj1
acfouImmutable Law 5: Own a word in the prospect’s mind – what’s Apple? great design, ease-of-use, music, or computers? -http://bit.ly/aRfkiY
coopermediaonly“The 22 Immutable Laws of Marketing No Longer Apply” - http://ow.ly/15hQj
connectwithcoop“The 22 Immutable Laws of Marketing No Longer Apply” - http://ow.ly/15hQa
jeetblogThe 22 Immutable Laws of Marketing No Longer Apply - http://www.clickz.com/3636379
dougdavidoff@toddsattersten I had the same feeling about it (http://tinyurl.com/yjye2fl )
dougdavidoff@toddsattersten did you read this: http://tinyurl.com/yjye2fl? Interesting take on applicability of Immutable Laws.
KKilnerRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
bottreeRT @tweetmeme The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
inggitaRT @durjoy: My pal Augustine Fou @ClickZ skewers the 22 Immutable Laws of Marketing: http://bit.ly/bb8MOd
acfouWhich too-clever-for-anyone, too-over-the-top-sleazy, or too-brand-perfumey-that-it-makes-me-gag ads did u see ystrday?http://bit.ly/aRfkiY
ntortorellaThe 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/9DZhYs
sluuAn interesting blog about how The 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/bb8MOd – (via @clickz)
TechValidateVery interesting read. Classic marketing dogma is not true anymore. The 22 Immutable Laws of Marketing No Longer Apply.http://ow.ly/14QX8
durjoyMy pal Augustine Fou @ClickZ skewers the 22 Immutable Laws of Marketing: http://bit.ly/bb8MOd
TobyDivaaugustine fou looks at marketing thru a social lens & updates ries & trout’s 22 rules http://ow.ly/153oo
IdeafoodARTICLE: The 22 immutable laws of marketing no longer apply. http://bit.ly/kent914 (via @KentHuffman)
AIM2meRT @clickz Immutable Laws of Marketing No Longer Apply http://bit.ly/bb8MOd but don’t forget the basics http://bit.ly/bmIIDF
acfouImmutable Law 3: advertisers often misinterpret that they can buy their way into the prospects’ minds by shouting loud http://bit.ly/aRfkiY
andressilvaa@warpx These Marketing Laws are very good and excellent tips: http://bit.ly/kent914 (via @KentHuffman)
davidhughanThe 22 immutable laws of #marketing no longer apply by @ClickZ http://bit.ly/c56rVy
jack2ussrDo you really believe?
@ramonthomas The 22 Immutable Laws of Marketing No Longer Apply http://www.clickz.com/3636379
subbuu22 Immutable Laws of Marketing no longer applies http://j.mp/92GpRz Controversy brewing…
jannekorpiGreat article – How the laws of marketing have changed http://bit.ly/azMzyH
azalec22 Immutable Laws of Marketing no longer apply; balance of power has shifted from advertisers to those being targeted.http://bit.ly/91w7Yk
tfanelliInteresting read – The 22 Immutable Laws of Marketing No Longer Apply – ClickZ: http://www.clickz.com/3636379
MarySicardBlasphemy! “The 22 Immutable Laws of Marketing No Longer Apply,” says Augustine Fou. http://twurl.nl/dnvzqq
hainguyenVThe 22 Immutable Laws of Marketing No Longer Apply – Augustine Fou. Interesting post http://bit.ly/azMzyH
astridguillonRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
LaunchiteThe immutable laws of marketing, re-examined in the digital/social media age http://bit.ly/bTDPK8
LaraMSi hope b-schools are listening! http://ow.ly/14QX8
BrennaEliseReading: The 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/azMzyH
R_OtterstromRT @oliversudotcom: The 22 Immutable Laws of Marketing No Longer Apply – what do you think about this article? http://ow.ly/15xj1
oliversudotcomThe 22 Immutable Laws of Marketing No Longer Apply – what do you think about this article? http://ow.ly/15xj1
acfouImmutable Law 5: Own a word in the prospect’s mind – what’s Apple? great design, ease-of-use, music, or computers? – http://bit.ly/aRfkiY
coopermediaonly“The 22 Immutable Laws of Marketing No Longer Apply” – http://ow.ly/15hQj
connectwithcoop“The 22 Immutable Laws of Marketing No Longer Apply” – http://ow.ly/15hQa
jeetblogThe 22 Immutable Laws of Marketing No Longer Apply – http://www.clickz.com/3636379
dougdavidoff@toddsattersten I had the same feeling about it (http://tinyurl.com/yjye2fl )
dougdavidoff@toddsattersten did you read this: http://tinyurl.com/yjye2fl? Interesting take on applicability of Immutable Laws.
KKilnerRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
bottreeRT @tweetmeme The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
inggitaRT @durjoy: My pal Augustine Fou @ClickZ skewers the 22 Immutable Laws of Marketing: http://bit.ly/bb8MOd
acfouWhich too-clever-for-anyone, too-over-the-top-sleazy, or too-brand-perfumey-that-it-makes-me-gag ads did u see ystrday? http://bit.ly/aRfkiY
ntortorellaThe 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/9DZhYs
sluuAn interesting blog about how The 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/bb8MOd – (via @clickz)
TechValidateVery interesting read. Classic marketing dogma is not true anymore. The 22 Immutable Laws of Marketing No Longer Apply. http://ow.ly/14QX8
durjoyMy pal Augustine Fou @ClickZ skewers the 22 Immutable Laws of Marketing: http://bit.ly/bb8MOd
TobyDivaaugustine fou looks at marketing thru a social lens & updates ries & trout’s 22 rules http://ow.ly/153oo
IdeafoodARTICLE: The 22 immutable laws of marketing no longer apply. http://bit.ly/kent914 (via @KentHuffman)
AIM2meRT @clickz Immutable Laws of Marketing No Longer Apply http://bit.ly/bb8MOd but don’t forget the basics http://bit.ly/bmIIDF
acfouImmutable Law 3: advertisers often misinterpret that they can buy their way into the prospects’ minds by shouting loud http://bit.ly/aRfkiY
andressilvaa@warpx These Marketing Laws are very good and excellent tips: http://bit.ly/kent914 (via @KentHuffman)
davidhughanThe 22 immutable laws of #marketing no longer apply by @ClickZ http://bit.ly/c56rVy
jack2ussrDo you really believe?
@ramonthomas The 22 Immutable Laws of Marketing No Longer Apply http://www.clickz.com/3636379
subbuu22 Immutable Laws of Marketing no longer applies http://j.mp/92GpRz Controversy brewing…
jannekorpiGreat article – How the laws of marketing have changed http://bit.ly/azMzyH
azalec22 Immutable Laws of Marketing no longer apply; balance of power has shifted from advertisers to those being targeted. http://bit.ly/91w7Yk
tfanelliInteresting read – The 22 Immutable Laws of Marketing No Longer Apply – ClickZ: http://www.clickz.com/3636379
MarySicardBlasphemy! “The 22 Immutable Laws of Marketing No Longer Apply,” says Augustine Fou. http://twurl.nl/dnvzqq
hainguyenVThe 22 Immutable Laws of Marketing No Longer Apply – Augustine Fou. Interesting post http://bit.ly/azMzyH
astridguillonRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
LaunchiteThe immutable laws of marketing, re-examined in the digital/social media age http://bit.ly/bTDPK8
DCCommercialREThe 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd http://fb.me/5k34bZe
HAustinERT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
oliversudotcomRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
lohhw3RT @brandconsultant: Brilliant article on the death of #positioning http://bit.ly/azMzyH #advertising #malaysia #singapore #indonesia
thebfceWithTwitter, stupidity spreads even faster…The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
brandconsultantBrilliant article on the death of #positioning http://bit.ly/azMzyH #advertising #malaysia #singapore #indonesia
andressilvaa@warpx They are very good Marketing Laws: http://bit.ly/kent914 (via @KentHuffman)
Vanessa_BrightThe 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://ow.ly/14G6g
steve_suttonRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
SweetLoveGiftsA must read! RT @clickz via @jimcaruso: The 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/bb8MOd
Vanessa_BrightRT @KentHuffman: The 22 immutable laws of marketing no longer apply: http://bit.ly/kent914
samanthastoneRT @DebbieMarchok. RT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
michaelredwoodRT @DebbieMarchok: RT @marketing_chief Shaking it up. RT @clickz The 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/bb8MOd
DebbieMarchokRT @marketing_chief Shaking it up. RT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
jimcarusoRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
vivosityRT @GuyKawasaki: How immutable are the immutable laws of marketing? http://ow.ly/1o9Y82
MarketingRagRT @clickz The 22 Immutable Laws of Marketing No Longer Apply. Augustine Fou takes them apart on ClickZ. http://bit.ly/bb8MOd
faragodgRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
veneredimiloRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
rCrosbySticklesThe 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://www.clickz.com/3636379
brandconsultantFinally someone else who believes positioning & other mass economy models no longer apply http://bit.ly/azMzyH #marketing #positioning
RellyMeltzerThe 22 Immutable Laws of Marketing No Longer Apply http://www.clickz.com/3636379
acfouNo one knows you, the small fish in a big pond? Make a new pond? The mktng problem then becomes no one knows your pond: http://bit.ly/bb8MOd
italianpassionRT @andressilvaa: ARTICLE: The 22 immutable laws of marketing no longer apply. http://bit.ly/kent914 (via @KentHuffman)
apkalnsEven “The 22 Immutable Laws of Marketing” evolve & transform: http://www.clickz.com/3636379 #marketing #change
andressilvaaARTICLE: The 22 immutable laws of marketing no longer apply. http://bit.ly/kent914 (via @KentHuffman)
ChrisCopywriterhttp://www.clickz.com/3636379 http://fb.me/58F8vCW
UKSEOSpecialistThe 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/azMzyH
vvpreethamThe 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://ow.ly/14wJp
saintmoonriverRT @ramonthomas: Al Ries and Jack Trout’s The 22 Immutable Laws of Marketing No Longer Apply http://www.clickz.com/3636379
ramonthomasAl Ries and Jack Trout’s The 22 Immutable Laws of Marketing No Longer Apply http://www.clickz.com/3636379
markvanbaale“Traditional “push” advertising is like a thief breaking into your home at dinnertime and shouting at your family” – http://bit.ly/azMzyH
nickwredenWhy “positioning” theory &”22 immutable laws” are no longer true & will hurt your brand. Great Clickz article. http://bit.ly/azMzyH
AbsatzlehreBy @-davidhughan Great read: The 22 immutable laws of #-marketing no longer apply by @ClickZ http://bit.ly/c56rVy
davidhughanGreat read: The 22 immutable laws of #marketing no longer apply by @ClickZ http://bit.ly/c56rVy
jennycoupeThe 22 Immutable Laws of Marketing No Longer Apply – ClickZ: http://www.clickz.com/3636379 via @addthis
TimCohnThe 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/aOMY3Q
jpoloObserving: “The 22 Immutable Laws of Marketing No Longer Apply – ClickZ”, http://bit.ly/baH32k
MichaelMyersThe 22 Immutable Laws of Marketing that No Longer Apply: http://bit.ly/azMzyH
CarrieK_IEGRT @KMGDePaul: Why the 22 Immutable Laws of Marketing No Longer Apply http://ow.ly/1o9Y82
KMGDePaulWhy the 22 Immutable Laws of Marketing No Longer Apply http://ow.ly/1o9Y82
KenRobbinsRT @kraigguffey: RT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
CavalierPaleRT @elneco The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
elnecootra visión a las clásicas “22 leyes inmutables del mkt” http://www.clickz.com/3636379
webexecutivesMARKETING: @acfou‘s take on how and why the first 7 of “The 22 Immutable Laws of Marketing” have changed (http://j.mp/aFxKrP ).
RogersParkCoCRT @whatworks: How the Laws of Marketing Have Changed http://ow.ly/14mSC (via ClickZ)
normbondThe 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/a8bbGa
fishermarketingExcellent! RT @whatworks How the Laws of Marketing Have Changed http://ow.ly/14mSC (via ClickZ)
AnibalDoRosarioGolden Age of Ads Laws no longer valid in Golden Age Of The Individual “The 22 Laws of Marketing” no longer applicable: http://bit.ly/bGert9
whatworksHow the Laws of Marketing Have Changed http://ow.ly/14mSC (via ClickZ)
vickysjonesThe 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/acONli
bmelchiorThe 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/acONli
MCNAffiliatesRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
manfredkisslingThe 22 Immutable Laws of Marketing No Longer Apply – ClickZ: http://www.clickz.com/3636379 via @addthis
hbgcoachingRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
steprincipatoRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd #marketing
gburkeThe 22 Immutable Laws of Marketing No Longer Apply (Part 1, Rules 1-7) http://bit.ly/90f8Us
gregg_makuchChallenge conventional wisdom – The 22 Immutable Laws of Marketing No Longer Apply – http://bit.ly/azMzyH
shaziaparwezRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
ForwardProIt’s always time to rethink marketing: http://bit.ly/acONli
pamdyer“The 22 Immutable Laws of Marketing” revisited http://bit.ly/btL7VC Column: They no longer apply in new landscape
jasoncerconeThe 22 Immutable Laws of Marketing No Longer Apply http://bit.ly/azMzyH
nickromRT @tweetmeme The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
dancommatorThe 22 Immutable Laws of Marketing No Longer Apply #marketing #marketingstrategy http://bit.ly/azMzyH
CGFSyncresisRT @clickz The 22 Immutable Laws of Marketing No Longer Apply – ClickZ http://bit.ly/bb8MOd
Dan_AgnewPeople still arguing “The 22 Immutable Laws of Marketing,” but it’s still great food for thought: http://bit.ly/acONli
acfouFALSE: 1st Immutable Law – It is better to be first than it is to be better; today it is better to be better – http://bit.ly/aRfkiY
DaintyNinjaHow the laws that governed the “golden age of advertising” are no longer valid in this “golden age of the individual.” http://bit.ly/acONli
craiglandesNice work: The 22 Immutable Laws No Longer Apply in the “golden age of the consumer” @acfou – http://bit.ly/aRfkiY
FiurInformationTraditional marketers making the shift take note! The 22 Immutable Laws of Marketing No Longer Apply (http://bit.ly/acONli ) #in
acfouThe 22 Immutable Laws No Longer Apply in the “golden age of the consumer” @acfou – http://bit.ly/aRfkiY
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.
Doing Social Marketing in Pharma and other Heavily Regulated Industries
http://bit.ly/3XsK5j
Excerpt:
Conventional wisdom would probably say that social marketing is impossible in industries like financial services, pharmaceutical, and healthcare due to heavy regulations and requirements for disclosure. More specifically, in the pharmaceutical industry there exists a regulation that requires companies to report “adverse events” to the Federal Drug Administration within 72 hours of “hearing” it. At first glance, this single regulation could render most forms of online marketing — which are based on two-way communications — to be out of bounds; especially social media, where people talk online.
Thanks for all the RTs and Comments:
ZnaTrainerRT @AlexSchleber: Great, thoughtful post,applies to all SMM: How to Do Social Marketing in Heavily Regulated Industrieshttp://bit.ly/5wmOdz
AlexSchleberGreat, thoughtful post, applies to all SMM: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/5wmOdz
jpoloObserving: “How to Do Social Marketing in Heavily Regulated Industries – “, http://bit.ly/5W350A
TBMarketingBuzzRT @helkhoury: How to Do Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397 via @addthis
ArnieKHow to Do Social Marketing in Heavily Regulated Industries – good article & discussion: http://ow.ly/IKzV
DowntownWomanRT @alevit: RT @helkhoury: How to do Social Marketing in Heavily Regulated Industries – ClickZ:http://www.clickz.com/3635397 via @addthis
alevitRT @helkhoury: How to Do Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397 via @addthis
360VANTAGEHow to Do Social Marketing in Heavily Regulated Industries - http://ow.ly/JpIK
360CEOHow to Do Social Marketing in Heavily Regulated Industries - http://ow.ly/JpIp
managementsushiRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries.http://j.mp/6CVT9r #hcsmeu #fdasm
agDesignNetworkRT @HealthIntel: Pharma: Socializing in a Straightjacket-Players tiptoe into social media http://j.mp/6CVT9r #fdasm #hcsm
heldincontemptRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries.http://j.mp/6CVT9r #hcsmeu #fdasm
HealthIntelPharma: Socializing in a Straightjacket- Players tiptoe into social media http://j.mp/6CVT9r #fdasm #hcsm
jorge_acostaHow to Do Social Marketing in Heavily Regulated Industries http://ow.ly/Jh8c (via @HSM_Mexico ) #smcmx
ericgilbertsenGood article, better discussion on Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397 via @addthis
IdeagorasRT @DaphneLeigh: Reading: Doing social media in regulated industries. http://j.mp/6CVT9r (via @healthintel) #hcsm #fdasm #hcmktg #hcsmeu
armseligHow to Do Social #Marketing in Heavily Regulated Industries | ClickZ | #socialweb #corporate #pr http://j.mp/7okG8m
andrewspongRT @DaphneLeigh: Reading: Doing social media in regulated industries. http://j.mp/6CVT9r (via @healthintel) #hcsm #fdasm #hcmktg #hcsmeu
DaphneLeighReading: Doing social media in regulated industries. http://j.mp/6CVT9r (via @healthintel) #hcsm #fdasm #hcmktg #hcsmeu
blogaceuticsRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r
bobharrellRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r#hcsm #fdas …
NovaChelsRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r#hcsm #fdasm
lenstarnesRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r#hcsm #fdas …
whydotpharmaMust read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r #hcsm #fdasm #hcsmeu
HealthIntelHow to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r #hcsm #fdasm #hcmktg
TBMarketingBuzzRT @tweetreports: Must Read: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/6rR66k #socialmedia
kristofcreativeRT @tweetreports: Must Read: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/6rR66k #socialmedia
tweetreportsMust Read: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/6rR66k #socialmedia
helkhouryHow to Do Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397 via @addthis
twittinvestorReading: How to do social media in heaviliy regulated industries http://bit.ly/7fO8ew #ir #pr #finance
EvertJanKoningvery interesting dicussion on social web for complex organisations: http://www.clickz.com/3635397
SteveBurdettRT: @marketingwizdom How to Do Social Marketing in Heavily Regulated Industries like financial services – ClickZhttp://ow.ly/IP8U
achimbrueckHow to Do Social #Marketing in Heavily Regulated Industries http://bit.ly/7SRkOD #financial #healthcare #pharmaceutical RT@ChernoJobatey
SarahWPFRT @marketingwizdom: How to Do Social Marketing in Heavily Regulated Industries – ClickZ http://ow.ly/IP8U
JeinspaennerHow to Do Social #Marketing in Heavily Regulated Industries http://bit.ly/7SRkOD RT@ChernoJobatey
marketingwizdomHow to Do Social Marketing in Heavily Regulated Industries – ClickZ http://ow.ly/IP8U
orhanogutHow to Do Social Marketing in Heavily Regulated Industries http://www.clickz.com/3635397
JobateyHow to Do Social #Marketing in Heavily Regulated Industries http://bit.ly/7SRkOD
KerstinvonAppenHow to Do Social #Marketing in Heavily Regulated Industries http://bit.ly/7SRkOD
ChernoJobateyHow to Do Social #Marketing in Heavily Regulated Industries http://bit.ly/7SRkOD
PauliASLue tämä jos et työskentele mediassa : Do Social Marketing in Heavily Regulated Industries: http://www.clickz.com/3635397 via @addthis
fredomartinRT @working_arts: Social marketing is about being a reliable source others have vetted & agree is trustworthy/accuratehttp://bit.ly/7FOjJ1
working_artsSocial marketing is about being a reliable source of information others have vetted & agree is trustworthy & accuratehttp://bit.ly/7FOjJ1
working_artsHow to Do Social Marketing in Heavily Regulated Industries - http://bit.ly/7FOjJ1
IndigoDirectHow to Do Social Marketing in Heavily Regulated Industries - http://www.clickz.com/3635397
ljlynchFinancial planners & others who think that regulations prevent their participation social media need to read this article. http://ow.ly/IKgO
JonSherman121How to do Social Media in Heavily Regulated Industries http://ow.ly/IH75 #socialmedia
TVGnetworkHow to Do Social Marketing in Heavily Regulated Industries http://bit.ly/4NkCgU
darknebrijoDo you work in a heavily regulated industry and find it hard to do social media marketing? A few tips here.http://www.clickz.com/3635397
wweidendorfHow to do Social Media Marketing in Heavily Regulated Industries - http://www.clickz.com/3635397
Activ8IncHow to do social media in heaviliy regulated industries http://www.clickz.com/3635397 http://bit.ly/4xis5A
LakeCountyEGRHow to Do Social Marketing in Heavily Regulated Industries – ClickZ http://ow.ly/IF0M
rpvegaRT @HSM_Mexico: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/7jtVaT // IS NOT ABOUT REACH ! =)
miwchriscarrionHow to Do Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397 via @addthis
PatriotonlineRT @HSM_Mexico: How to Do Social Marketing in Heavily Regulated Industries http://www.clickz.com/3635397
HSM_MexicoHow to Do Social Marketing in Heavily Regulated Industries http://www.clickz.com/3635397
jellsworthFighting resistance to SM marketing in a regulated industry like pharm or financial? Social may be your ONLY option.http://ow.ly/Ahx8
Steve_GorgesAugustine Fou’s How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/1gey14
xtrememarketerHow to Do Social Marketing in Heavily Regulated Industries http://bit.ly/2dAcjC
SunSweptRT @glenngabe: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/1lmtq5 via @acfou – interesting comments Augustine
glenngabeHow to Do Social Marketing in Heavily Regulated Industries http://bit.ly/1lmtq5 via @acfou – some interesting comments taking on Augustine
MonetizeMyLifeHow to Do Social Marketing in Heavily Regulated Industries - http://su.pr/1m6bp4
snd7RT @domain7: Good challenge – how to to use social media for heavily regulated industries: http://bit.ly/2HznSn – JE
domain7Good challenge – how to to use social media for heavily regulated industries: http://bit.ly/2HznSn – JE
ankushagarwalHow to Do Social Marketing in Heavily Regulated Industries - http://tr.im/CNvj
crown168分享 http://www.clickz.com/3635397 (How to Do Social Marketing in Heavily Regulated Industries) http://plurk.com/p/2ddtqg
FbecerrilHow to Do Social Marketing in Heavily Regulated Industries http://bit.ly/2eNYFf
CollinsCompanySocial marketing in Heavily Regulated Industries. Good article! http://www.clickz.com/3635397
zaifmandHow to Do Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397
OutOfTheBoxMXSocial Media: How to Do Social Marketing in Heavily Regulated Industries great article http://bit.ly/1gey14
emELLemjOEDoing Social Marketing in Pharma and other Heavily Regulated Industries: http://bit.ly/3XsK5j Excerpt: Conventi..http://bit.ly/Uo326
acfouSome are arguing that pharma should stay out of social marketing altogether (i.e. bury its head in the dirt?) - http://bit.ly/3XsK5j
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