PDF Enterprise Knowledge Graphs for Large Scale Analytics
[Pages:64]Enterprise Knowledge Graphs for Large Scale Analytics
Nidhi Rajshree, IBM Watson, USA, Nitish Aggarwal, IBM Watson, USA, Sumit Bhatia, IBM Research, India Anshu Jain, IBM Research, Almaden, USA
The material presented in this tutorial represents the personal opinion of the presenters and not of IBM and affiliated organization.
Outline of the tutorial
Part 1: Knowledge Graph Construction
? Introduction ? DBpedia: Knowledge extraction ? Approaches to extend knowledge graph ? Knowledge extraction from scratch
Part 2: Knowledge Graph Analytics
? Finding entities of interest ? Entity exploration ? Upcoming challenges
What is Knowledge Graph
"The Knowledge Graph is a knowledge base used by Google to enhance its search engine's search results with semantic-search information gathered from a wide variety of sources."
What is Knowledge Graph
"The Knowledge Graph is a knowledge base used by Google to enhance its search engine's search results with semantic-search information gathered from a wide variety of sources."
"A Knowledge graph (i) mainly describes real world entities and interrelations, organized in a graph (ii) defines possible classes and relations of entities in a schema" (iii) allows potentially interrelating arbitrary entities with each other... [Paulheim H.]
"We defines a Knowledge Graph as an RDF graph consists of a
set of RDF triples where each RDF triple (s,p,o) is an ordered set
of following RDF term ...."
[Pujara J. al al.]
What is Knowledge Graph
No single formal definition ...
? Defines real world entities ? Provides relationships between them
What is Knowledge Graph
No single formal definition ...
? Defines real world entities ? Provides relationships between them ? Contains rules defines through ontologies ? Enable reasoning to infer new knowledge
Why Knowledge Graph
Building an intelligent system that can interact with human, requires knowledge about real world entities.
................
................
In order to avoid copyright disputes, this page is only a partial summary.
To fulfill the demand for quickly locating and searching documents.
It is intelligent file search solution for home and business.
Related download
- pdf media education foundation
- pdf risk defining it measuring it and managing it
- pdf how god defines a man
- pdf 3 equivalence relations 3 1 definition of an equivalence
- pdf corporate income tax nexus summary this rule describes the
- pdf guide to army real property category codes
- pdf tolstoy what is art minnesota state university moorhead
- pdf ministry what it is what it is not according to the bible
- pdf enterprise knowledge graphs for large scale analytics
- pdf a publication of the kentucky real estate commission
Related searches
- starbucks coffee for large groups
- word for large amount
- coffee for large groups
- starbucks for large group
- enterprise pickup trucks for sale
- enterprise used cars for sale
- words for large quantity
- enterprise rental cars for sale
- enterprise used trucks for sale
- template for likert scale questionnaire
- large scale model car kits
- vintage large scale model kits