Social networks with rich edge semantics / (Record no. 2098)
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| 001 - CONTROL NUMBER | |
| control field | ocn993984779 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20210822114238.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS | |
| fixed length control field | m d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cn||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 170810s2017 flua ob 001 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | CRCPR |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | CRCPR |
| Modifying agency | IDEBK |
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| -- | NLE |
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| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781315390628 |
| Qualifying information | (e-book ; |
| -- | PDF) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1315390620 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781315390604 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1315390604 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1315390612 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781315390611 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781138032439 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1138032433 |
| Qualifying information | (electronic bk.) |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | 1578904 |
| -- | (N$T) |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)993984779 |
| Canceled/invalid control number | (OCoLC)1001542219 |
| -- | (OCoLC)1001808982 |
| -- | (OCoLC)1015205372 |
| 037 ## - SOURCE OF ACQUISITION | |
| Stock number | 102707 |
| Source of stock number/acquisition | Knowledge Unlatched |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | PSY |
| Subject category code subdivision | 031000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | UBW |
| Source | bicssc |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 302.3015118 |
| Edition number | 23 |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Zheng, Quan |
| Titles and words associated with a name | (Telecommunications engineer), |
| 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, Taylor and Francis Group, |
| 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 |
| Content type code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media type term | computer |
| Media type code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
| Source | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC data mining and knowledge discovery series |
| 520 2# - 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. Features introduces 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 time presents a novel mechanism to allow social networks with qualitatively different kinds of relationships to be described and analyzed includes extensions to the important technique of spectral embedding, shows that they are mathematically well motivated and proves that their results are appropriates hows 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 node illustrates 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 groups suitable 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. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Cover ; Half title ; Published titles ; Title ; Copyright ; Contents ; Preface ; List of figures ; List of tables ; Glossary ; Chapter 1 introduction; 1.1 what is a social network. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 1.2 multiple aspects of relationships 1.3 formally representing social networks ; Chapter 2 the core model. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 2.1 representing networks to understand their structures 2.2 building layered models ; 2.3 summary ; Chapter 3 background; 3.1 graph theory background. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3.2 spectral graph theory 3.2.1 the unnormalized graph laplacian ; 3.2.2 the normalized graph laplacians ; 3.3 spectral pipeline. |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3.4 spectral approaches to clustering 3.4.1 undirected spectral clustering algorithms ; 3.4.2 which laplacian clustering should be used. |
| 542 1# - INFORMATION RELATING TO COPYRIGHT STATUS | |
| Copyright statement | This work is licensed under a Creative Commons license |
| Uniform Resource Identifier | https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 590 ## - LOCAL NOTE (RLIN) | |
| Local note | Master record variable field(s) change: 050 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Social networks |
| General subdivision | Mathematical models. |
| 9 (RLIN) | 14872 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Semantic Web. |
| 9 (RLIN) | 14873 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Social media. |
| 9 (RLIN) | 14874 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Internet: general works. |
| Source of heading or term | bicssc |
| 9 (RLIN) | 14875 |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | COMPUTERS |
| General subdivision | Machine Theory. |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 14876 |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | BUSINESS & ECONOMICS |
| General subdivision | Statistics. |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 14877 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Social media. |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst01741098 |
| 9 (RLIN) | 14874 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Semantic Web. |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst01112076 |
| 9 (RLIN) | 14873 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Social networks |
| General subdivision | Mathematical models. |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst01122685 |
| 9 (RLIN) | 14872 |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Skillicorn, David. |
| 9 (RLIN) | 14878 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| International Standard Book Number | 9781315390628 |
| -- | 9781315390611 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Chapman & Hall/CRC data mining and knowledge discovery series. |
| 9 (RLIN) | 14879 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | EBSCOhost |
| Uniform Resource Identifier | <a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1578904">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=1578904</a> |
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