NLP works well statistically; the SW, in contrast, requires logic and doesn't yet make substantial use of statistics. Natural language is democratic, as expressed in the slogan 'meaning is use' (see Section 5.1 for more discussion of this). The equivalent in the SW of the words of natural language are logical terms…
It is argued - though currently the arguments are filtering only slowly into the academic literature - that folksonomies are preferable to the use of controlled, centralised ontologies [e.g. 259]. Annotating Web pages using controlled vocabularies will improve the chances of one's page turning up on the 'right' Web…
Time-stamping is of interest because the temporal element of context is essential for understanding a text (to take an obvious example, when reading a paper on global geopolitics in 2006 it is essential to know whether it was written before or after 11th September, 2001). Furthermore, some information has a 'sell-by…
Nevertheless, the next generation Web should not be based on the false assumption that text is predominant and keyword-based search will be adequate for all reasonable purposes [127]. Indeed, the issues relating to navigation through multimedia repositories such as video archives and through theWeb are not unrelated…
Global metrics look at extracting information about the graph as a whole. Compactness is a measure of how connected the graph is; a compact graph means that, in general, it is easy to reach a randomlychosen node from another. The usual measure has a range between 0 (totally disconnected nodes) and 1 (universal…
IR is the focus for an arms race between algorithms to extract information from repositories as those repositories get larger and more complex, and users' demands get harder to satisfy (either in terms of response time or complexity of query). One obvious issue with respect to IR over the Web is that the Web has no QA…
One view is reminiscent of the philosophical idea of supervenience [168, 169]). One discourse or set of expressions A supervenes on another set B when a change in A entails a change in B but not vice versa. So, on a supervenience theory of the mind/brain, any change in mental state entails some change in brain state…
There are many different types of reasoning, but not too many have been successfully automated beyond deductive linear reasoning and various statistical methods. What alternative methods has the Web facilitated? One obvious candidate is associative reasoning, where reasoning on the basis of associations - which can be…
The most famous quality measure is PageRank [221], discussed earlier, which builds on the intuition that a page which is cited by many other pages is likely to be of significant quality. The insight of PageRank is that the obvious way to subvert that model is to set up a load of dummy pages to cite the page which one…
Jennions, similarly, argues that the decline effect is largely a product of publication bias, or the tendency of scientists and scientific journals to prefer positive data over null results, which is what happens when no effect is found. The bias was first identified by the statistician Theodore Sterling, in 1959…
A very simple but particularly useful technique for finding the cause of a problem is simply to explain it to someone else. the other person should look over your shoulder at the screen, and nod his or her head constantly (like a rubber duck: bobbing up and down in a bathtub). they do not need to say a word; the…
Perhaps society will become more forgiving of drunken Facebook pictures in the way Gosling says he expects it might. And some may welcome the end of the segmented self, on the grounds that it will discourage bad behavior and hypocrisy: it
The shift of the digital frontier from the Web, where the browser ruled supreme, to the smart phone, where the app and the pricing plan now hold sway, signals a radical shift from openness to a degree of closed-ness that would have been remarkable even before 1995. In the U.S., there are only three major cell-phone…
Today the greatest divide within humanity is not between races, or religions, or even, as widely believes, between the literate and illiterate. It is the chasm that separates scientific from prescientific cultures. Without the instruments and accumulated knowledge of the natural sciences--physics, chemistry, and…
You know, folks, the two universes here -- The Universe of Lies, The Universe of Reality -- they don't overlap anymore. And this is even bigger than global warming, which was my point yesterday. It's about everything that the left is involved in. What this fraud, what the uncovering of this hoax exposes, is the…
As Pragmatic Programmers, our base material isn't wood or iron, it's knowledge. We gather requirements as knowledge, and then express that knowledge in our designs, implementations, tests, and documents. And we believe that the best format for storing knowledge persistently is plain text. With plain text, we give…
The first thing to face is that we shall not store all the technical and scientific papers in computer memory. We may tore the parts that can be summarized most succinctly--the quantitative parts and the reference citations--but not the whole. Books are among the most beautifully engineered, and human-engineered…
Digital freedom, of the monetary and First Amendment varieties, may in retrospect have become our era’s version of Manifest Destiny, our Turner thesis. Embracing digital freedom was an exaltation, a kind of noble calling. In a smart essay in the journal Fast Capitalism in 2005, Jack Shuler shows how similar the…
Assume good faith. Treat others as you would have them treat you--even if they are new. We were all new once. ...raw text may be ambiguous and often seems ruder than the same words coming from a person standing in front of you...Be careful of how you interpret what you read: what you understand might not be what the…