83 results for information extraction blog

MAR 11th 2007

For just about every area of research there exists documents online describing background information or techniques to accomplish a task in that domain of research. These documents are often referred to as white papers, provided their content is of technical or research orientation. The information held within white papers is essentially accessible by humans only because machines are not able to read and comprehend text in the same way humans can. If machines were able to read white papers and extract information in the same way humans can we would be able to store each fact and piece of knowledge from the documents. This method of indexing would facilitate much more detailed searches, allowing users to search by topic, theory, conclusion, methods, citations, references, etc.

Continue reading Extracting Information from White Paper Text

SIOCSemantically-Interlinked Online Communities (SIOC for short) is a framework aimed at connecting online communities and discussions from blogs, forums, content management systems mailing lists, and anything else. In the current Web, communities such as forums and blogs are like islands - they contain valuable information but are not well connected or queryable. SIOC allows you to connect these sites, and enables the extraction of semantic information from unlimited discussion platforms.

Continue reading Connect Discussions Between Blogs, Forums, and more with SIOC

11 months ago I posted a short entry that posed the question of whether the world needed a metadata extraction service. I stated that the service could quickly become the largest repository of metadata (in the form of named entites and facts) on the Web if it stored the resulting metadata from each request. Open Calais seems to me to be the "metadata extraction service" I had in mind; it's is a Web service that allows you to automatically annotate content and extract information like facts and named entities (people, places, and organizations, and much more) from unstructured text. If that weren't enough of a good thing, Open Calais returns the metadata in RDF.

Although the question of whether we need it still hasn't been answered, I believe this service could be a catalyst for change towards Semantic Web standards if it is integrated into (or used to create plugins for) the multitudes of open source blogs and other CMS software. Open Calais opens the door to the possibility of lowering the barrier enough for everyday users to publish semantic content.

FEB 21st 2008

A lot of you emailed me asking where to find more videos, so I'm delivering the goods. I've expanded the previous list from a paltry 17 to a remarkable 302, and I've included podcasts this time! There were so many videos I had to break them up into different categories for easier skimming. There are no duplicates, however I did place some videos into more than one category when I felt it was appropriate. This list is monstrous, enjoy.

Continue reading 302 Semantic Web Videos and Podcasts!

OCT 30th 2008

The Seesaw Effect of Algorithms vs. DataOver the years I've noticed that the importance of algorithms and data tends to shift back and forth, depending on which at the time is hardest to duplicate (often from a business perspective). This effect seems to be caused by the availability or demand of one side increasing or decreasing, shifting the balance of importance to the other. At one point the world of software was dominated by the proprietary. The organization with the best software (backend, algorithms, etc) was the dominant entity and data (from say, a Web 2.0 perspective) was generally not the focus. This may have partly been the responsibility of a mindset formed during an era with very little storage space and before mass user activity on the Web.

Continue reading Algorithms vs. Data: The Seesaw Effect

FEB 27th 2007

5 Problems of the Semantic Web

Published 10 years ago by James Simmons

I like to consider myself fair and balanced when speaking about most topics. To educate the uneducated and to balance things out a bit I have compiled a list of 5 problems we will likely run into when we reach the Semantic Web. Each problem is a side-effect of advances in technology, rushes to fill new niches, or the previous two plus the desire to make a quick dollar.

Continue reading 5 Problems of the Semantic Web

JUN 22nd 2007

The Semantic Web is a thing of data purity and interconnectedness the likes of which we have not seen. However, people are selfish. On top of that, people are lazy and fallible. All of these qualities in humans form a road block that we must get past if we hope to create the Semantic Web. We need to both satisfy the selfishness of man and overcome our error-prone nature if we are to reach our goal.

Continue reading The Semantic Web is not Impossible to Reach

The most pertinent issue surrounding the Semantic Web is why it has not yet gained strong traction from the development community. First, when I say grassroots I'm referring to the initiative of people like you and I to create the Semantic Web from the bottom-up. The ivory towers is the W3C and their initiative to create the Semantic Web. Both groups are pivotal to the acceptance and adoption of new standards and technologies. Without grassroots initiatives we would not have adoption and without the W3C we would not have standards (which we all have learned the Web most certainly requires).

Continue reading Moving Towards the Semantic Web: Grassroots vs. Ivory Towers

AUG 1st 2007

The Semantic Web has been discussed and debated by academics for years, and really, we are not getting anywhere fast. This post will discuss how to start building semantics into your website from the ground up. While doing this won't create the create the great Semantic Web straight away, it will provide an underground layer of accessible data which applications can start processing and using.

Continue reading Semantic Building: Starting a Revolution

AUG 2nd 2007

Jim Rapoza at eWeek has an opinion about gaming the Semantic Web regarding companies and developers that are using the Semantic Web label inappropriately. He makes a good point worth mentioning: When an innovative new idea comes along and gets popular enough it is commonplace to see vendors and companies take some of the concepts and strategies of the idea and try to adapt them, but are often not true to the idea's core principals (either purposely or accidentally).

Continue reading Misrepresenting the Semantic Web

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