"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…"
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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"
Andreas Blumauer posted a blog postSix 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
Andreas Blumauer's blog post was featuredSix 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
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?"
Dr. Khaled AL-SHESHTAWI liked Andreas Blumauer's blog post A Standard to build Knowledge Graphs: 12 Facts about SKOS
W. Allan Goode liked Andreas Blumauer's blog post Introducing a Graph-based Semantic Layer in EnterprisesAndreas Blumauer posted a blog postPoolParty 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
Mathieu Landry liked Andreas Blumauer's blog post Introducing a Graph-based Semantic Layer in Enterprises
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Andreas Blumauer's Blog
Six Core Aspects of Semantic AI
Posted on May 14, 2018 at 4:30am 2 Comments 1 Like
- 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…
Why Cognitive Systems should combine Machine Learning with Semantic Technologies
Posted on August 28, 2017 at 3:00am 1 Comment 0 Likes
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?…
Continue A Standard to build Knowledge Graphs: 12 Facts about SKOS
Posted on August 28, 2017 at 3:00am 0 Comments 2 Likes
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.…
Continue Introducing a Graph-based Semantic Layer in Enterprises
Posted on September 1, 2016 at 12:00am 0 Comments 4 Likes
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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