The Resource Social network data analytics, Charu C. Aggarwal, Editor, (electronic resource)

Social network data analytics, Charu C. Aggarwal, Editor, (electronic resource)

Label
Social network data analytics
Title
Social network data analytics
Statement of responsibility
Charu C. Aggarwal, Editor
Contributor
Provider
Subject
Language
eng
Summary
Social network analysis applications have experienced tremendous advances within the last few years due in part to increasing trends towards users interacting with each other on the internet. Social networks are organized as graphs, and the data on social networks takes on the form of massive streams, which are mined for a variety of purposes. Social Network Data Analytics covers an important niche in the social network analytics field. This edited volume, contributed by prominent researchers in this field, presents a wide selection of topics on social network data mining such as Structural Properties of Social Networks, Algorithms for Structural Discovery of Social Networks and Content Analysis in Social Networks. This book is also unique in focussing on the data analytical aspects of social networks in the internet scenario, rather than the traditional sociology-driven emphasis prevalent in the existing books, which do not focus on the unique data-intensive characteristics of online social networks. Emphasis is placed on simplifying the content so that students and practitioners benefit from this book. This book targets advanced level students and researchers concentrating on computer science as a secondary text or reference book. Data mining, database, information security, electronic commerce and machine learning professionals will find this book a valuable asset, as well as primary associations such as ACM, IEEE and Management Science
Member of
Cataloging source
GW5XE
Image bit depth
0
LC call number
TK5105.888
LC item number
.S63 2011
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Aggarwal, Charu C
http://library.link/vocab/subjectName
  • Online social networks
  • Data mining
  • Computer Science
  • Information Systems Applications (incl. Internet)
  • Database Management
  • Management of Computing and Information Systems
  • Computer Systems Organization and Communication Networks
  • Computer Appl. in Social and Behavioral Sciences
  • COMPUTERS
  • Informatique
  • Data mining
  • Online social networks
Label
Social network data analytics, Charu C. Aggarwal, Editor, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
An Introduction to Social Network Data Analytics -- Statistical Properties of Social Networks -- RandomWalks in Social Networks and their Applications: A Survey -- Community Discovery in Social Networks: Applications, Methods and Emerging Trends -- Node Classification in Social Networks -- Evolution in Social Networks: A Survey -- A Survey of Models and Algorithms for Social Influence Analysis -- A Survey of Algorithms and Systems for Expert Location in Social Networks -- A Survey of Link Prediction in Social Networks -- Privacy in Social Networks: A Survey -- Visualizing Social Networks -- Data Mining in Social Media -- Text Mining in Social Networks -- Integrating Sensors and Social Networks -- Multimedia Information Networks in Social Media -- An Overview of Social Tagging and Applications
Dimensions
unknown
Extent
1 online resource (xiv, 502 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781441984623
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4419-8462-3
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-1-4419-8461-6
System control number
  • (OCoLC)719361713
  • (OCoLC)ocn719361713
Label
Social network data analytics, Charu C. Aggarwal, Editor, (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
An Introduction to Social Network Data Analytics -- Statistical Properties of Social Networks -- RandomWalks in Social Networks and their Applications: A Survey -- Community Discovery in Social Networks: Applications, Methods and Emerging Trends -- Node Classification in Social Networks -- Evolution in Social Networks: A Survey -- A Survey of Models and Algorithms for Social Influence Analysis -- A Survey of Algorithms and Systems for Expert Location in Social Networks -- A Survey of Link Prediction in Social Networks -- Privacy in Social Networks: A Survey -- Visualizing Social Networks -- Data Mining in Social Media -- Text Mining in Social Networks -- Integrating Sensors and Social Networks -- Multimedia Information Networks in Social Media -- An Overview of Social Tagging and Applications
Dimensions
unknown
Extent
1 online resource (xiv, 502 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781441984623
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4419-8462-3
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Stock number
978-1-4419-8461-6
System control number
  • (OCoLC)719361713
  • (OCoLC)ocn719361713

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