quick search on pubmed.gov today reveals that the freely available American database of biomedical literature has just passed the 20 million citations mark*. Should we celebrate or commiserate passing this landmark figure? Is it a triumph or a tragedy that PubMed® is the size it is? (more…)A
July 27, 2010
April 17, 2009
Official Google Research Blog at the University of Google, Alon Halevy, Peter Norvig and Fernando Pereira have published an interesting expert opinion piece in the March/April 2009 edition of IEEE Intelligent Systems: computer.org/intelligent. The paper talks about embracing complexity and making use of the “the unreasonable effectiveness of data”  drawing analogies with the “unreasonable effectiveness of mathematics” . There is plenty to agree and disagree with in this provocative article which makes it an entertaining read. So what can we learn from those expert Googlers in the Googleplex? (more…)Via the
November 30, 2007
Taking down A.I. town?
ontology. So says a much-cited article in Scientific American published back in May 2001. Most people who have read this article, fall into two camps: “believers” and “non-believers”. Let me tell you a short story about a religious war between these two groups…The Semantic Web is (quote) “a new form of Web content that is meaningful to computers”. It will “unleash a revolution of new possibilities” using a magical “new” artificially intelligent technology called
An Old War Story: Chapter 1
This is a work of fiction, though as they say in Hollywood it is “based on a true story”. Characters names are real.
A crusade of semantic web believers, is started by three people called Jim Hendler, Ora Lassila and Tim Berners-Lee. At the heart of their faith is a holy scripture and a suite of sacred technology called the semantic web stack. If people use this technology, the crusaders believe, the Web would be a better place. Search engines like Google, for example, would be even smarter than they already are, because they would intelligently “know what you mean“, when you type your keywords. All this new magic comes from using good old fashioned logic, metadata and reasoning. Better Search Engines is one of the mantras of the semantic web troops as they pour onto the battlefield towards the promised land. Viva la Webolution! Charge!
A counter-attack is launched by the non-believers of this vision of the future. They rally behind a man called Clay Shirky who roars “the semantic web is doomed” at the top of his voice. Many others echo Shirky’s sentiment, including Peter Norvig, Rob McCool, Cory Doctorow and Tim O’Reilly. General Shirky makes powerful allies in battle, and he has a two-pronged attack. “Ontology is over-rated” he jeers. Led by Shirky, the non-believers capture the sacred technology, add their own firewood and put the torch to it in a very public place. The flames leap into the sky, visible for miles around.
“Burn semantic web, burn!” the non-believers cry as they gleefully dance around the fire.
The battle rages, the believers will not take this heresy lying down. They regroup and surge forward again. Death to the blasphemers! With the help of some biologists, they seek revenge using the Gene Ontology as deadly ammunition. The non-believers are confused by this tactic, they don’t know what genes are and neither do the biologists. Unfortunately, the biologists unwittingly find themselves in the middle of an epic battle they didn’t start. There are ugly skirmishes involving logic and graph theory. Dormant and hideous A.I. monsters are resurrected from their caves, where they spent the A.I. winter. These gruesome monsters make the Balrog beast from Lord of the Rings look like a childrens cuddly toy.
From the relative safety of their command centres, the leaders orchestrating the war look on. Many foot soldiers and PhD students have been slayed on the field of battle, tragic young victims of the holy war. Understandably the crusaders are unhappy. Jim Hendler isn’t pleased as he surveys the carnage and devasation. Ora Lassila is also disappointed.
“We never said that, you completely minsunderstood. You are all burning the wrong thing, using fuel we never gave you. You lied, you cheated, you faked, you changed the stakes!”
There is a lull in battle. But confusion reigns, especially among the innocent civilians and bewildered biologists.
(End of chapter 1)
As of the winter of 2007, the semantic web fire is still burning. While I warm myself next to it, using all the juicy metadata as material for my PhD, it is still too early to predict just how useful the technology is going to be. It doesn’t really matter if you’re a “believer”, a “non-believer” or completely agnostic about the semantic web. The religious war beween the two sides tells you more about human behaviour, than it does about the utility of the technology. Optimists profit from making bold claims to get noticed on the battlefield. Critics are more cynical, furthering their own careers by countering the optimists claims. Other people interpret the interpretations of the cynics second-hand. Thanks to cumulative error, or the Chinese whispers effect, everyone gets really upset. The original optimists vision has been changed in ways they didn’t expect.
It’s a very natural and human story amidst all the “artificial” machine intelligence.
Ora, Jim and Tim have done quite well out of the fighting. Google Scholar reckons their original article has been cited nearly 5000 times. That is a lot of attention, in scientific circles, a veritable blockbuster hit. At the time of writing, not even Albert Einstein can match that, and his ideas are much more important than the semantic web probably ever will be. Many good scientists with important ideas can only dream of publishing a paper that is as heavily cited as that infamous Scientific American article. So which do you think would most scientists prefer:
- Being internationally known and talked about, but misunderstood by large groups of people?
- Being relatively unknown, ignored but well understood by a small and obscure group of people?
Neither is ideal but I think in most cases, there is only one thing in the world worse than being talked about, and that is not being talked about.
We have reached the end of chapter 1 of this little story. Wouldn’t it be nice if Chapter 2 was less bloody? Perhaps the two sides could focus more on facts and evidence, rather than the beliefs, opinions, marketing, hype and “visions” that have dominated the battle so far. As the winter solstice approaches and the new year beckons, can we give peace, diplomacy and above all SCIENCE a chance?
The Moral of the Story (so far)
The moral of this old war story is simple. Religions of various kinds have been known to make people commit horrendous and completely unreasonable war crimes. Nobody is innocent. So if you don’t like a fight, steer well clear of religious wars.
- The “burn” idea comes from Leftfield with John Lydon (1995) Open Up “Burn Hollywood, Burn! Taking down Tinseltown”
- Thanks to Carole for the idea of using fiction to illustrate science see Carole Goble and Chris Wroe (2005) The Montagues and the Capulets: In fair Genomics, where we lay our scene… Comparative and Functional Genomics 5(8):623-632 DOI:10.1002/cfg.442 seeAlso Shakespearean Genomics: a plague on both your houses)
- This post, originally published on nodalpoint
October 19, 2007
Gil Scott-Heron once famously remarked that The Revolution Will Not Be Televised . Science has undergone its own quiet revolution since the invention of the Web back in 1990. This has slowly but surely changed scientific communication, not just a Revolution but a “Webolution”  if you like. The recent addition of television to the Web means that, to paraphrase Gil, the Webolution will be televised. You can now watch some of the webolution in science, thanks the likes of JOVE (The Journal Of Visualised Experiments), SciVee.TV, Google Video and YouTube. What are these sites like and is their scientific and technical content any good?The American poet and songwriter