MARC details
000 -LEADER |
fixed length control field |
02751nam a2200397Ia 4500 |
000 - LEADER |
fixed length control field |
03467nam a22004335i 4500 |
001 - CONTROL NUMBER |
control field |
978-981-99-2431-8 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
DE-He213 |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20240319120927.0 |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr nn 008mamaa |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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230608s2023 si | s |||| 0|eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9789819924318 |
-- |
978-981-99-2431-8 |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
6.35 |
100 ## - MAIN ENTRY--PERSONAL NAME |
Personal name |
Jiang, Di. |
9 (RLIN) |
32798 |
245 ## - TITLE STATEMENT |
Title |
Probabilistic Topic Models |
Statement of responsibility, etc. |
by Di Jiang, Chen Zhang, Yuanfeng Song. |
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 |
X, 149 p. 1 illus. |
Other physical details |
online resource. |
520 ## - SUMMARY, ETC. |
Summary, etc. |
This book introduces readers to the theoretical foundation and application of topic models. It provides readers with efficient means to learn about the technical principles underlying topic models. More concretely, it covers topics such as fundamental concepts, topic model structures, approximate inference algorithms, and a range of methods used to create high-quality topic models. In addition, this book illustrates the applications of topic models applied in real-world scenarios. Readers will be instructed on the means to select and apply suitable models for specific real-world tasks, providing this book with greater use for the industry. Finally, the book presents a catalog of the most important topic models from the literature over the past decades, which can be referenced and indexed by researchers and engineers in related fields. We hope this book can bridge the gap between academic research and industrial application and help topic models play an increasingly effective role in both academia and industry. This book offers a valuable reference guide for senior undergraduate students, graduate students, and researchers, covering the latest advances in topic models, and for industrial practitioners, sharing state-of-the-art solutions for topic-related applications. The book can also serve as a reference for job seekers preparing for interviews. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Algorithms. |
9 (RLIN) |
32799 |
|
Topical term or geographic name entry element |
Artificial intelligence |
9 (RLIN) |
32800 |
|
Topical term or geographic name entry element |
Computational linguistics. |
9 (RLIN) |
32801 |
|
Topical term or geographic name entry element |
Computational Linguistics. |
9 (RLIN) |
32802 |
|
Topical term or geographic name entry element |
Computer science. |
9 (RLIN) |
32803 |
|
Topical term or geographic name entry element |
Data Science. |
9 (RLIN) |
32804 |
|
Topical term or geographic name entry element |
Design and Analysis of Algorithms. |
9 (RLIN) |
32805 |
|
Topical term or geographic name entry element |
Machine learning. |
9 (RLIN) |
32806 |
|
Topical term or geographic name entry element |
Machine Learning. |
9 (RLIN) |
32807 |
|
Topical term or geographic name entry element |
Natural language processing (Computer science). |
9 (RLIN) |
32808 |
|
Topical term or geographic name entry element |
Natural Language Processing (NLP). |
9 (RLIN) |
32809 |
|
Topical term or geographic name entry element |
Theory and Algorithms for Application Domains. |
9 (RLIN) |
32810 |
700 ## - ADDED ENTRY--PERSONAL NAME |
Personal name |
Song, Yuanfeng. |
9 (RLIN) |
32811 |
|
Personal name |
Zhang, Chen. |
9 (RLIN) |
32812 |
856 ## - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
<a href="https://doi.org/10.1007/978-981-99-2431-8">https://doi.org/10.1007/978-981-99-2431-8</a> |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Koha item type |
e-Book |
Source of classification or shelving scheme |
Dewey Decimal Classification |