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Andreas Blumauer
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  • Vienna
  • Austria
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Andreas Blumauer's Page

Latest Activity

Daniel de Wet liked Andreas Blumauer's blog post Six Core Aspects of Semantic AI
May 28
Amit Sheth commented on Andreas Blumauer's blog post Six Core Aspects of Semantic AI
"Good direction. Some specifics and use cases along the lines of this post are in: Knowledge will propel machine understanding of content: extrapolating from current…"
May 24
Andreas Blumauer commented on Andreas Blumauer's blog post Six Core Aspects of Semantic AI
"Find a White Paper about Semantic AI at Semantic%20AI%20White%20Paper%20-%20May%202018.pdf"
May 21
Enrique Benito Casado liked Andreas Blumauer's blog post Six Core Aspects of Semantic AI
May 15
Andreas Blumauer posted a blog post

Six Core Aspects of Semantic AI

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 machine learning with text…See More
May 15
Andreas Blumauer's blog post was featured

Six Core Aspects of Semantic AI

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 machine learning with text…See More
May 15
Shea Matthew Kennisher commented on Andreas Blumauer's blog post Why Cognitive Systems should combine Machine Learning with Semantic Technologies
"Very interesting, Andreas! Can you recommend any other reading material on the interplay between semantic knowledge and AI/machine learning?"
May 14
alison liked Andreas Blumauer's blog post A Standard to build Knowledge Graphs: 12 Facts about SKOS
Sep 10, 2017
Dr. Khaled AL-SHESHTAWI liked Andreas Blumauer's blog post A Standard to build Knowledge Graphs: 12 Facts about SKOS
Aug 29, 2017
Andreas Blumauer's 2 blog posts were featured
Aug 28, 2017
Andreas Blumauer posted blog posts
Aug 28, 2017
W. Allan Goode liked Andreas Blumauer's blog post Introducing a Graph-based Semantic Layer in Enterprises
Oct 2, 2016
Andreas Blumauer posted a blog post

PoolParty Releases Enhanced Version of its Semantic Middleware

PoolParty Semantic Suite is now including improved machine learning capabilities to support most critical knowledge engineering tasks. PoolParty 5.5 now represents a complete stack of standards-based technologies to be used as an enterprise middleware for cognitive computing platforms, according to Andreas Blumauer, PoolParty CEO.…See More
Sep 22, 2016
Mathieu Landry liked Andreas Blumauer's blog post Introducing a Graph-based Semantic Layer in Enterprises
Sep 7, 2016
Nikolay Anisimov liked Andreas Blumauer's blog post Introducing a Graph-based Semantic Layer in Enterprises
Sep 4, 2016
Norberto J. Sanchez liked Andreas Blumauer's blog post Introducing a Graph-based Semantic Layer in Enterprises
Sep 3, 2016

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

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…
Continue

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?…

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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.…

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Introducing a Graph-based Semantic Layer in Enterprises

Posted on September 1, 2016 at 12:00am 0 Comments

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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