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All Blog Posts Tagged 'web' (12)

Implementing Knowledge Graphs in Enterprises - Some Tips and Trends

Tips

  1. Don't try to put the cart before the horse: realize that efficient data preparation (and thus interoperable standards) and data quality, especially in the enterprise environment, are a basic requirement for…
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Added by Andreas Blumauer on May 21, 2019 at 5:33am — No Comments

Six Core Aspects of Semantic AI

  1. Hybrid approach: Semantic AI is the combination of methods derived from symbolic AI and statistical AI. Virtuously playing the AI piano means that for a given use case various stakeholders, not only data scientists, but also process owners or subject matter experts, choose from available methods and tools, and collaboratively develop workflows that are most likely a good fit to tackle the underlying problem. For example, one can combine entity extraction based on…
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Added by Andreas Blumauer on May 14, 2018 at 4:30am — 2 Comments

Why Cognitive Systems should combine Machine Learning with Semantic Technologies

Will Artificial Intelligence make subject matter experts obsolete?

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…

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Added by Andreas Blumauer on August 28, 2017 at 3:00am — 1 Comment

A Standard to build Knowledge Graphs: 12 Facts about SKOS

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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Added by Andreas Blumauer on August 28, 2017 at 3:00am — No Comments

Introducing a Graph-based Semantic Layer in Enterprises

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…

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Added by Andreas Blumauer on September 1, 2016 at 12:00am — No Comments

Boost Your Productivity With Amazon Web Services

During the last few years, the hottest word on everyone’s lip has been “productivity.” In the rapidly evolving Internet world, getting something done fast always gets an upvote. Despite needing to implement real business logic quickly and accurately, as an experienced PHP developer I still spent hundreds of hours on other tasks, such as setting up database or caches, deploying projects, monitoring online statistics, and so on. Many developers have struggled with these so called miscellaneous…

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Added by Irina Papuc on March 24, 2016 at 9:00am — No Comments

Semantics Approach to Big Data and Event Processing - full content from 3 day in-depth tutorial

Variety, Velocity, Volume and Veracity are the four Vs for Big Data. Most of the technologies available have shown how to treat the Volume. However, due to the increasing number of streaming data sources, the Velocity problem is as relevant as never before. Moreover, Veracity and especially Variety problems have increased the difficulty of the challenge.…

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Added by Amit Sheth on November 5, 2015 at 8:30am — No Comments

SPARQL is the new King of all Data Scientist’s tools

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…

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Added by Andreas Blumauer on September 9, 2015 at 11:23pm — No Comments

8 Online Classes That Will Make You Smarter About IT

For so long, money has been the deciding factor whether you will get quality education or not more so, learn about IT. Thanks to the internet, this is no longer the case. These days, there are many websites that are dedicated to offering free IT classes to anyone willing. This may be the reason why most people are getting to develop interest in IT than before. It is important that people should embrace the opportunities offered by online classes as a necessity and…

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Added by Mia Morshead on August 25, 2015 at 5:07am — 1 Comment

Beyond The Visualization Zoo

NOTE: This article is best viewed in Chrome. Firefox does not display some of the images.

The best document I have read on visualization is called "A Tour Through The Visualization Zoo" by Jeffrey Heer, Michael Bostock, Vadim Ogievetsky. It's a must-read picture book for aspiring Data Scientists. Most of the graphics from this post are examples of the Tour taken from the d3…

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Added by Peter Higdon on July 4, 2014 at 12:00am — No Comments

GUI software for database performance management

As the size of the database grows database performance becomes critical. Automation is a growing focus for data center operators facing increasingly complex environments. Database administration is complex, repetitive and time consuming. DBAs have to work long hours during off hours downtime. The outage of database costs heavily to the companies and affect their repute.

Shopping engines and online shopping places are highly dependent on database performance. Slower application…

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Added by Muhammad Saeed on May 9, 2014 at 4:00am — No Comments

CMOS SOON TO HAVE MORE I.T. BUDGET THAN THE CIOS; SHIFT ATTRIBUTED TO MARKETING ANALYTICS

The marketing professional’s paradigm is quickly evolving as more are using analytics to expand strategy. According to Gartner by 2017, the CMO of a company will spend more on IT than the…

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Added by Ben Gold on April 25, 2013 at 11:05am — No Comments

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