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Crawling the Semantic Web


This article, the first of two parts, examines the problems raised by the glut of information available through the web, and how to tame it. It is excerpted from the book Wicked Cool Java, written by Brian D. Eubanks (No Starch Press, 2005; ISBN: 1593270615).

Author Info:
By: No Starch Press
Rating: 5 stars5 stars5 stars5 stars5 stars / 8
February 23, 2006
TABLE OF CONTENTS:
  1. · Crawling the Semantic Web
  2. · This Somethings That: A Short Introduction to N3 and Jena
  3. · Triple the Fun: Creating an RDF Vocabulary for Your Organization
  4. · Who’s a What? Using RDF Hierarchies in Jena
  5. · Getting Attached: Attaching Dublin Core to HTML Documents
  6. · What’s the Reason? Making Queries with Jena RDQL

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Crawling the Semantic Web
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In this chapter, we examine techniques for extracting and processing data in the World Wide Web and the Semantic Web. The World Wide Web completely changed the way that people access information. Before the Web existed, finding obscure pieces of information meant taking a trip to the library, along with hours or perhaps days of research. In extreme cases, it meant calling or writing a letter to an expert and waiting for a reply. Today not only are there websites on every imaginable topic, but there are search engines, encyclopedias, dictionaries, maps, news, electronic books, and an incredible array of other data available online. Using search engines, we can find information on any topic within a few seconds. The Google search engine has even become so well known that it is now often used as a verb: “I Googled a solution.” Online information is growing exponentially, and because of it we have a completely new problem on our hands that is not solved by simply using keyword searches to find our data. The problem is infoglut. Keyword searches return too many documents, and most of those documents don’t have the information that we want.

Suppose that we wanted to search for a Java class library that converts data from one format to another. With all the open-source projects out there, someone may have already solved the problem for us, and we’d rather not reinvent the wheel. In theory, we should be able to search for matching projects that meet our needs. But running a query on related keywords may give us many results that are not related to what we really want. In an ideal world, we should be able to ask the computer a question: “Is there an open-source Java API that converts between FORMAT1 and FORMAT2?” The computer should then search the Web and give us the name of a suitable API if it exists, along with a short description of the standard and links to more detailed information. For this to happen, information about a hypothetical “J-convert-1-2” API would need to be encoded in such a way that the computer can find it easily without performing a keyword search and extracting data from the text results.

Information on the World Wide Web is mostly free-form text contained in HTML pages and is mostly not organized into categories and structures that search programs can easily query. At the very least, all web content ought to have subject indicators similar to the Library of Congress and Dewey Decimal codes for books. This is not yet the case, although it will most likely happen soon. Several new standards are rapidly leading us in that direction. So far, all of these standards rely on web content developers adding special tags to their data, and few developers know about these standards at the present time. In short, it’s a mess out there, and we’re trudging through this messy data looking for nuggets of gold.

The Semantic Web is the next-generation web of concepts linked to other concepts, rather than a collection of hypertext documents linked by keywords. If you think about it, an HTML anchor tag (link) is a keyword reference to another document. It supplies a word or phrase that links to another document, usually displayed as underlined text on a browser. But the link doesn’t exactly say how the two documents are related to each other. HTML hyperlinks don’t give any real indication about relationships between files, and the text in the link may be extremely vague. A new standard, the Resource Description Framework (RDF), makes it possible to be much more specific about how things are related to each other. In fact, RDF describes much more than documents—any entities or concepts can be linked together. This is the basic idea behind the Semantic Web—that concepts, rather than documents, can be linked together.

As Java developers, how can we participate in building the Semantic Web? First, you’ll need to know something about official standards such as RDF. You will then need to tag your documents appropriately. Many sites are already starting to do some of this by creating RDF Site Summary (RSS) feeds. An RSS feed syndicates the content from a website so that it can be combined with information from other sites and delivered to the users as aggregated content. RSS makes a small portion of a site available as a summary, similar to what you see in an article or news abstract. However, RSS enabling is only the first step in moving toward a Semantic Web. In this chapter we’ll discuss enough to get you started working with RDF, and we’ll introduce some APIs that help in producing or consuming content.


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