MARC details
| 000 -LEADER |
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| fixed length control field |
03869cam a2200481Ii 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20240807160949.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
210504s2021 sz ob 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783030626969 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
3030626962 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
9783030626983 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Cancelled/invalid ISBN |
9783030626952 |
| 041 ## - LANGUAGE CODE |
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| Language |
English |
| 049 ## - LOCAL HOLDINGS (OCLC) |
|---|
| Holding library |
MAIN |
| 072 #7 - SUBJECT CATEGORY CODE |
|---|
| Subject category code |
COM030000 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
070.4 |
| Edition number |
22 |
| Item number |
DEE |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
P, Deepak, |
| 245 10 - TITLE STATEMENT |
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| Title |
Data science for fake news : |
| Remainder of title |
surveys and perspectives / |
| Statement of responsibility, etc |
Deepak P, Tanmoy Chakraboty, Cheng Long, Santhosh Kumar G. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Cham : |
| Name of publisher, distributor, etc |
Springer International Publishing Springer, |
| Date of publication, distribution, etc |
2021. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource. |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Contents |
A Multifaceted Approach to Fake News -- Part I: Survey. On Unsupervised Methods for Fake News Detection ; Multi-modal Fake News Detection ; Deep Learning for Fake News Detection ; Dynamics of Fake News Diffusion ; Neural Language Models for (Fake?) News Generation ; Fact Checking on Knowledge Graphs ; Graph Mining Meets Fake News Detection -- Part II: Perspectives. Fake News in Health and Medicine ; Ethical Considerations in Data-Driven Fake News Detection ; A Political Science Perspective on Fake News ; A Political Science Perspective on Fake News ; Fake News and Social Processes: A Short Review ; Misinformation and the Indian Election: Case Study ; STS, Data Science, and Fake News: Questions and Challenges ; Linguistic Approaches to Fake News Detection. |
| 520 8# - SUMMARY, ETC. |
|---|
| Summary, etc |
This book provides an overview of fake news detection, both through a variety of tutorial-style survey articles that capture advancements in the field from various facets and in a somewhat unique direction through expert perspectives from various disciplines. The approach is based on the idea that advancing the frontier on data science approaches for fake news is an interdisciplinary effort, and that perspectives from domain experts are crucial to shape the next generation of methods and tools. The fake news challenge cuts across a number of data science subfields such as graph analytics, mining of spatio-temporal data, information retrieval, natural language processing, computer vision and image processing, to name a few. This book will present a number of tutorial-style surveys that summarize a range of recent work in the field. In a unique feature, this book includes perspective notes from experts in disciplines such as linguistics, anthropology, medicine and politics that will help to shape the next generation of data science research in fake news. The main target groups of this book are academic and industrial researchers working in the area of data science, and with interests in devising and applying data science technologies for fake news detection. For young researchers such as PhD students, a review of data science work on fake news is provided, equipping them with enough know-how to start engaging in research within the area. For experienced researchers, the detailed descriptions of approaches will enable them to take seasoned choices in identifying promising directions for future research. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Fake news. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Journalism |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Data mining. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Journalistic ethics. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Chakraborty, Tanmoy, |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Long, Cheng, |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
G, Santhosh Kumar, |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-3-030-62696-9">https://ezproxy.lib.gla.ac.uk/login?url=https://link.springer.com/10.1007/978-3-030-62696-9</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
General Books |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Relator term |
author. |
| 490 1# - SERIES STATEMENT |
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| Series statement |
The information retrieval series, |
| International Standard Serial Number |
1871-7500 ; |
| Volume number/sequential designation |
volume 42. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references. |
| 506 ## - RESTRICTIONS ON ACCESS NOTE |
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| Terms governing access |
Access restricted to subscribing institutions. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| General subdivision |
Data processing. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Relator term |
author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Relator term |
author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Relator term |
author. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Information retrieval series ; |
| Volume number/sequential designation |
42. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Public note |
Connect to e-book |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) |
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| a |
.b37700224 |
