Social Networks with Rich Edge Semantics / (Record no. 3879)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03553cam a2200361Ii 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9781315390628 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 180706t20172017flua ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781315390628 |
| Qualifying information | (e-book : PDF) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781315390598 |
| Qualifying information | (e-book: Mobi) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Canceled/invalid ISBN | 9781138032439 |
| Qualifying information | (hardback) |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1201/9781315390628 |
| Source of number or code | doi |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)993984779 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | FlBoTFG |
| Language of cataloging | eng |
| Transcribing agency | FlBoTFG |
| Description conventions | rda |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | HM741 |
| Item number | .Z44 2017 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 302.3 |
| Item number | Z636 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Zheng, Quan, |
| Relator term | author. |
| 9 (RLIN) | 14871 |
| 245 10 - TITLE STATEMENT | |
| Title | Social Networks with Rich Edge Semantics / |
| Statement of responsibility, etc. | Quan Zheng, David Skillicorn. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Place of production, publication, distribution, manufacture | Boca Raton, FL : |
| Name of producer, publisher, distributor, manufacturer | CRC Press, |
| Date of production, publication, distribution, manufacture, or copyright notice | [2017] |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE | |
| Date of production, publication, distribution, manufacture, or copyright notice | ©2017 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (xx, 210 pages) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Source | rdacarrier |
| 490 0# - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC Data Mining and Knowledge Discovery Series |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | chapter 1 introduction -- chapter 2 the core model -- chapter 3 background -- chapter 4 modelling relationships of different types -- chapter 5 modelling asymmetric relationships -- chapter 6 modelling asymmetric relationships with multiple types -- chapter 7 modelling relationships that change over time -- chapter 8 modelling positive and negative relationships -- chapter 9 signed graph-based semi-supervised learning -- chapter 10 combining directed and signed embeddings -- chapter 11 summary. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | "Social Networks with Rich Edge Semantics introduces a new mechanism for representing social networks in which pairwise relationships can be drawn from a range of realistic possibilities, including different types of relationships, different strengths in the directions of a pair, positive and negative relationships, and relationships whose intensities change with time. For each possibility, the book shows how to model the social network using spectral embedding. It also shows how to compose the techniques so that multiple edge semantics can be modeled together, and the modeling techniques are then applied to a range of datasets.FeaturesIntroduces the reader to difficulties with current social network analysis, and the need for richer representations of relationships among nodes, including accounting for intensity, direction, type, positive/negative, and changing intensities over timePresents a novel mechanism to allow social networks with qualitatively different kinds of relationships to be described and analyzedIncludes extensions to the important technique of spectral embedding, shows that they are mathematically well motivated and proves that their results are appropriateShows how to exploit embeddings to understand structures within social networks, including subgroups, positional significance, link or edge prediction, consistency of role in different contexts, and net flow of properties through a nodeIllustrates the use of the approach for real-world problems for online social networks, criminal and drug smuggling networks, and networks where the nodes are themselves groupsSuitable for researchers and students in social network research, data science, statistical learning, and related areas, this book will help to provide a deeper understanding of real-world social networks."--Provided by publisher. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Social networks. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Skillicorn, David, |
| Relator term | author. |
| 9 (RLIN) | 14878 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| International Standard Book Number | 9781138032439 |
| Record control number | (DLC) 2017015871 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://www.taylorfrancis.com/books/9781315390611">https://www.taylorfrancis.com/books/9781315390611</a> |
| Public note | Click here to view. |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | E-books |
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