MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02588nam a2200373Ia 4500 |
| 000 - LEADER |
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| fixed length control field |
03117nam a22003975i 4500 |
| 001 - CONTROL NUMBER |
|---|
| control field |
978-981-19-7369-7 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20240319120752.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
221129s2023 si | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9789811973697 |
| -- |
978-981-19-7369-7 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
5.7 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Chen, Bernard. |
| 9 (RLIN) |
28154 |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Wineinformatics |
| Statement of responsibility, etc. |
by Bernard Chen. |
| Medium |
[electronic resource] : |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
1st ed. 2023. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
|---|
| Place of publication, distribution, etc. |
Singapore |
| Name of publisher, distributor, etc. |
Springer Nature Singapore |
| Date of publication, distribution, etc. |
2023 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
IX, 69 p. 1 illus. |
| Other physical details |
online resource. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
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. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Artificial intelligence |
| 9 (RLIN) |
28155 |
|
|---|
| Topical term or geographic name entry element |
Business information services. |
| 9 (RLIN) |
28156 |
|
|---|
| Topical term or geographic name entry element |
Business Information Systems. |
| 9 (RLIN) |
28157 |
|
|---|
| Topical term or geographic name entry element |
Computer Application in Social and Behavioral Sciences. |
| 9 (RLIN) |
28158 |
|
|---|
| Topical term or geographic name entry element |
Data Science. |
| 9 (RLIN) |
28159 |
|
|---|
| Topical term or geographic name entry element |
Expert systems (Computer science). |
| 9 (RLIN) |
28160 |
|
|---|
| Topical term or geographic name entry element |
Knowledge Based Systems. |
| 9 (RLIN) |
28161 |
|
|---|
| Topical term or geographic name entry element |
Machine learning. |
| 9 (RLIN) |
28162 |
|
|---|
| Topical term or geographic name entry element |
Machine Learning. |
| 9 (RLIN) |
28163 |
|
|---|
| Topical term or geographic name entry element |
Natural language processing (Computer science). |
| 9 (RLIN) |
28164 |
|
|---|
| Topical term or geographic name entry element |
Natural Language Processing (NLP). |
| 9 (RLIN) |
28165 |
|
|---|
| Topical term or geographic name entry element |
Social sciences |
| 9 (RLIN) |
28166 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-981-19-7369-7">https://doi.org/10.1007/978-981-19-7369-7</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Koha item type |
e-Book |
| Source of classification or shelving scheme |
Dewey Decimal Classification |
