The organization of knowledge on the basis of semantic knowledge models is a prerequisite for an efficient knowledge exchange. A well-known counter-example are individual folder systems or mind maps for the organization of files. This approach to knowledge organization only works at the individual level and is not scalable because it…
Added by Andreas Blumauer on March 29, 2021 at 11:30pm — No Comments
The still young discipline of the management and governance of knowledge graphs (KG) is gradually beginning to consolidate on…
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A little soup is quickly cooked. But if many chefs are working together on a larger menu that will eventually be appreciated by a banquet of guests, good preparation is key. In this article we will focus on the preparation phase and outline what it means to introduce…
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Tips
Added by Andreas Blumauer on May 21, 2019 at 5:33am — No Comments
Added by Andreas Blumauer on May 14, 2018 at 4:30am — 2 Comments
Imagine you want to build an application that helps to identify wine and cheese pairings. Who will perform best? Applications solely based on machine learning, those ones which are based on experts' knowledge only, or a combination of both?
Most of the machine learning algorithms were…
ContinueAdded by Andreas Blumauer on August 28, 2017 at 3:00am — 1 Comment
These days, many organisations have begun to develop their own knowledge graphs. One reason might be to build a solid basis for various machine learning and cognitive computing efforts. For many of those, it remains still unclear where to start. SKOS offers a simple way to start and opens many doors to extend a knowledge graph over time.
1)…
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Things, not Strings
Entity-centric views on enterprise information and all kinds of data sources provide means to get a more meaningful picture about all sorts of business objects. This method of information processing is as relevant to customers, citizens, or patients as it is to knowledge workers like lawyers, doctors, or researchers. People actually do not search for documents, but rather for facts and other chunks of information to bundle them up to provide answers to…
Added by Andreas Blumauer on September 1, 2016 at 12:00am — No Comments
Added by Andreas Blumauer on September 1, 2016 at 12:00am — No Comments
Inspired by the development of semantic technologies in recent years, in statistical analysis field the traditional methodology of designing, publishing and consuming statistical datasets is evolving to so-called “Linked Statistical Data” by associating semantics with dimensions, attributes and observation values based on Linked Data design principles.
The representation of datasets is no longer a combination of magic words and numbers. Everything is becoming…
ContinueAdded by Andreas Blumauer on September 9, 2015 at 11:23pm — No Comments
Tassilo Pellegrini from Semantic Web Company has published a new report which outlines business models for Linked Data including a case study of the publishing house and information service provider Wolters Kluwer:
"With the increasing availability of semantic data on…
ContinueAdded by Andreas Blumauer on December 1, 2014 at 11:30pm — No Comments
As a long-term member of the Linked Data community, which has evolved from W3C's Semantic Web, the latest developments around Data Science have become more and more attractive to me due to its complementary perspectives on similar challenges. Both disciplines work on questions like these:
Added by Andreas Blumauer on October 28, 2014 at 12:27am — No Comments
The challenges in implementing linked data technologies in enterprises are not limited to technical issues only. Projects like these deal also with organisational hurdles to be crossed, for instance the development of employee skills in the area of knowledge modelling and the implementation of a linked data strategy which foresees a cost-effective and sustainable infrastructure of high-quality and linked knowledge graphs. SKOS is able to play a key role in enterprise linked data strategies…
ContinueAdded by Andreas Blumauer on September 21, 2014 at 10:22pm — No Comments
Posted 12 April 2021
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