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Learning Microsoft Cognitive Services

You're reading from  Learning Microsoft Cognitive Services

Product type Book
Published in Mar 2017
Publisher Packt
ISBN-13 9781786467843
Pages 372 pages
Edition 1st Edition
Languages
Author (1):
Leif Larsen Leif Larsen
Profile icon Leif Larsen

Table of Contents (20) Chapters

Learning Microsoft Cognitive Services
Credits
About the Author
About the Reviewer
www.PacktPub.com
Customer Feedback
Preface
1. Getting Started with Microsoft Cognitive Services 2. Analyzing Images to Recognize a Face 3. Analyzing Videos 4. Letting Applications Understand Commands 5. Speak with Your Application 6. Understanding Text 7. Extending Knowledge Based on Context 8. Querying Structured Data in a Natural Way 9. Adding Specialized Searches 10. Connecting the Pieces LUIS Entities and Intents Additional Information on Linguistic Analysis License Information

Linking entities based on context


Using the Entity Linking API, we can link entities in text based on the context. Doing so means that we can separate the meaning of a word, based on the usage in the given text. A word, such as times, may mean the newspaper The New York Times. The same word can also be used in a place name, Times Square. The context decides which of the two entities times represents. The API detects entities within given text, and relates all entities to a Wikipedia entry.

We are going to add entity-linking capabilities to our Smart-House application. For now, we will just add a text field input, but in later chapters we will see how it can be utilized.

In Visual Studio, add the Microsoft.ProjectOxford.EntityLinking NuGet package to the project. This contains the client library required to use the API.

Add a new file, the EntityLinking.cs file, to the Model folder. Beneath the class, EntityLinking, add a new class called EntityLinkingErrorEventArgs. This will allow us to raise...

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