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Wineinformatics
- A New Data Science Application
Engelsk Paperback
Wineinformatics
- A New Data Science Application
Engelsk Paperback

478 kr
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6 - 8 hverdage

Om denne bog

Wineinformatics is a new data science application with a focus on understanding wine through artificial intelligence. Thousands of new wine reviews are produced monthly, which benefits the understanding of wine through wine experts for winemakers and consumers. This book systematically investigates how to process human language format reviews and mine useful knowledge from a large volume of processed data.

This book presents a human language processing tool named Computational Wine Wheel to process professional wine reviews and three novel Wineinformatics studies to analyze wine quality, price and reviewers. Through the lens of data science, the author demonstrates how the wine receives 90+ scores out of 100 points from Wine Spectator, how to predict a wine''s specific grade and price through wine reviews and how to rank a group of wine reviewers. The book also shows the advanced application of the Computational Wine Wheel to capture more information hidden in wine reviews and the possibility of extending the wheel to coffee, tea beer, sake and liquors.

This book targets computer scientists, data scientists and wine industrial researchers, who are interested in Wineinformatics. Senior data science undergraduate and graduate students may also benefit from this book.


Product detaljer
Sprog:
Engelsk
Sider:
69
ISBN-13:
9789811973680
Indbinding:
Paperback
Udgave:
ISBN-10:
9811973687
Kategori:
Udg. Dato:
30 nov 2022
Længde:
0mm
Bredde:
155mm
Højde:
235mm
Forlag:
Springer Verlag, Singapore
Oplagsdato:
30 nov 2022
Forfatter(e):
Kategori sammenhænge