| 書目名稱 | Wineinformatics | | 副標題 | A New Data Science A | | 編輯 | Bernard Chen | | 視頻video | http://file.papertrans.cn/1029/1028831/1028831.mp4 | | 概述 | Introduces a new and exciting data science application domain in wine.Provides a comprehensive investigation in processing human language format reviews through the Computational Wine Wheel.Demonstrat | | 叢書名稱 | SpringerBriefs in Computer Science | | 圖書封面 |  | | 描述 | .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. Sen | | 出版日期 | Book 2023 | | 關(guān)鍵詞 | Wineinformatics; Data Science; Data Mining; Natural Language Processing; Computational Intelligence | | 版次 | 1 | | doi | https://doi.org/10.1007/978-981-19-7369-7 | | isbn_softcover | 978-981-19-7368-0 | | isbn_ebook | 978-981-19-7369-7Series ISSN 2191-5768 Series E-ISSN 2191-5776 | | issn_series | 2191-5768 | | copyright | The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023 |
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