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IBM Watson Projects

You're reading from   IBM Watson Projects Eight exciting projects that put artificial intelligence into practice for optimal business performance

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Product type Paperback
Published in Sep 2018
Publisher Packt
ISBN-13 9781789343717
Length 340 pages
Edition 1st Edition
Languages
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Authors (2):
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Armen Pischdotchian Armen Pischdotchian
Author Profile Icon Armen Pischdotchian
Armen Pischdotchian
James D. Miller James D. Miller
Author Profile Icon James D. Miller
James D. Miller
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Toc

Table of Contents (12) Chapters Close

Preface 1. The Essentials of IBM Watson FREE CHAPTER 2. A Basic Watson Project 3. An Automated Supply Chain Scenario 4. Healthcare Dialoguing 5. Social Media Sentiment Analysis 6. Pattern Recognition and Classification 7. Retail and Personalized Recommendations 8. Integration for Sales Forecasting 9. Anomaly Detection in Banking Using AI 10. What's Next 11. Other Books You May Enjoy

The problem defined

A personalized recommendation is pretty simple in concept. In its most basic form, it just means to present or offer someone only those options for a particular situation that have the highest probability of being chosen by that individual, or in a kind of hands-on sense, presenting merchandise or promotional items that will have the highest probability of being purchased by that type of individual.

These recommendations are characteristically made based on experienced user behavior such as user purchases, page views, clicks, and even items a user has added to a (shopping) cart but perhaps hasn't actually purchased.

These recommendations are not made simply because they visually coordinate, come from the same collection, or are made by the same manufacturer, and so on.

If you do the research, the most common theme around personalized recommendations...

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