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Andreas Blumauer
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  • Vienna
  • Austria
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Andreas Blumauer posted a blog post

Implementing Knowledge Graphs in Enterprises - Some Tips and Trends

TipsDon'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 all applications of artificial intelligence.The development of competences…See More
May 23
Andreas Blumauer's blog post was featured

Implementing Knowledge Graphs in Enterprises - Some Tips and Trends

TipsDon'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 all applications of artificial intelligence.The development of competences…See More
May 23

Profile Information

Short Bio
CEO of Semantic Web Company, provider of technology platform in the areas of linked data, text mining and semantic web
My Web Site Or LinkedIn Profile
http://www.poolparty.biz
Professional Status
C-Level
Years of Experience:
15
Your Company:
Semantic Web Company
Industry:
Information Management
How did you find out about DataScienceCentral?
Web
Interests:
Networking, New venture
What is your Favorite Data Mining or Analytical Website?
http://blog.semantic-web.at

Andreas Blumauer's Blog

Implementing Knowledge Graphs in Enterprises - Some Tips and Trends

Posted on May 21, 2019 at 5:33am 0 Comments

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…
Continue

Six Core Aspects of Semantic AI

Posted on May 14, 2018 at 4:30am 2 Comments

  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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Why Cognitive Systems should combine Machine Learning with Semantic Technologies

Posted on August 28, 2017 at 3:00am 1 Comment

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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A Standard to build Knowledge Graphs: 12 Facts about SKOS

Posted on August 28, 2017 at 3:00am 0 Comments

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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