| INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9783319534190 |
| DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Call number |
006.312 TR EN |
| TITLE STATEMENT |
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| Title |
Trends in social network analysis : |
| Subtitle |
information propagation, user behavior modeling, forecasting, and vulnerability assessment |
| Statement of responsibility, etc |
Edited by Rokia Missaoui, Talel Abdessalem, Matthieu Latapy |
| PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication |
Cham : |
| Publisher |
Springer, |
| Date |
c2017. |
| PHYSICAL DESCRIPTION |
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| Extent |
xiii, 255 p. : |
| Other Details |
ill. ; |
| Size |
25 cm. |
| SERIES STATEMENT |
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| Series statement |
Lecture notes in social networks |
| CONTENTS |
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| Contents |
1. The Perceived Assortativity of Social Networks: Methodological Problems and Solutions -- 2. A Parametric Study to Construct Time-aware Social Profiles -- 3. A Parametric Study to Construct Time-aware Social Profiles -- 4. The DEvOTION Algorithm for Delurking in Social Networks -- 5. Social Engineering Threat Assessment using a Multi-layered Graph-based Model -- 6. Through The Grapevine: A Comparison of News in Microblogs and Traditional Media -- 7. Prediction of Elevated Activity in Online Social Media Using Aggregated and Individualized Models -- 8. Unsupervised Link Prediction Based on Time Frames in Weighted-Directed Citation Networks -- 9. An Approach to Maximize the Influence Spread in Social Networks -- 10. Energy Efficiency Analysis of the Very Fast Decision Tree Algorithm. |
| SUMMARY |
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| Summary |
The book collects contributions from experts worldwide addressing recent scholarship in social network analysis such as influence spread, link prediction, dynamic network biclustering, and delurking. It covers both new topics and new solutions to known problems. The contributions rely on established methods and techniques in graph theory, machine learning, stochastic modelling, user behavior analysis and natural language processing, just to name a few. This text provides an understanding of using such methods and techniques in order to manage practical problems and situations. Trends in Social Network Analysis: Information Propagation, User Behavior Modelling, Forecasting, and Vulnerability Assessment appeals to students, researchers, and professionals working in the field. |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Heading |
Computer science |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Heading |
Database management |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Heading |
Data mining |
| SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical Heading |
Artificial intelligence |
| ADDED ENTRY |
|---|
| Name |
Missaoui, Rokia. |
| Role |
Edited by |
| ADDED ENTRY |
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| Name |
Abdessalem, Talel. |
| Role |
Edited by |
| ADDED ENTRY |
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| Name |
Latapy, Matthieu. |
| Role |
Edited by |
| ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
http://ezproxy.uow.edu.au/login?url=https://link.springer.com/openurl?genre=book&isbn=978-3-319-53419-0 |
| Public note |
Access electronically via SpringerLink ebooks - Computer Science without Lecture Notes (2017) |
| ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
https://uowd.box.com/s/vputfhdosh2virihawmxbswm3z4qgk21 |
| Public note |
Location Map |
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