Social Multimedia Signals : (Record no. 865958)

001 - CONTROL NUMBER
control field EBL1802859
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
additional material characteristics m d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr -n---------
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 141119s2014||||||| s|||||||||||eng|d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319091174
Terms of availability 129 (NL)
035 ## - SYSTEM CONTROL NUMBER
System control number (AU-PeEL)1802859
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)894170454
040 ## - CATALOGING SOURCE
Original cataloging agency AU-PeEL
Language of cataloging eng
Transcribing agency AU-PeEL
Modifying agency AU-PeEL
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number HM742
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.754
090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (OCLC)
Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) HM742
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Roy, Suman Deb.
245 10 - TITLE STATEMENT
Title Social Multimedia Signals :
Remainder of title A Signal Processing Approach to Social Network Phenomena
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Dordrecht :
Name of publisher, distributor, etc Springer,
Date of publication, distribution, etc 2014.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (181 p.)
490 0# - SERIES STATEMENT
Series statement eBooks on Demand
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Preface; Contents; 1 Web 2.x; References; 2 Media on the Web; 2.1 Foundational Questions of Multimedia Research; 2.2 Angles into Social Multimedia Data; 2.3 Adoption of Social Media in Our Digital Lives; References; 3 The World of Signals; 3.1 Signals; 3.2 Signal Processing; 3.2.1 Examples of Signal Processing Approaches; 3.2.2 A Word on Big Data, and Why Signal Processing Techniques Have Become More Imperative Than Ever; 3.3 Social Multimedia Signals; References; 4 The Network and the Signal; 4.1 Trails and Ripples; 4.2 Structure Signal-The Trail of a Random Walker
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 4.3 Trends Signal-The Trail of Pseudo-random Social Activity4.4 Events Signal-The Ripple Across Domains; References; 5 Detection: Needle in a Haystack; 5.1 Signal Detection Basics; 5.1.1 Hypothesis Testing; 5.1.2 Discrete Time Signal Detection; 5.1.3 Sequential Signal Detection; 5.2 Social Media Signal Detection; 5.3 Social Media Data Sampling; 5.3.1 Trend Volatility Signal Sampling; 5.4 Social Media Data Filtering; 5.4.1 Spike-based Filtering; 5.5 The Importance of Signal Origins; References; 6 Estimation: The Empirical Judgment; 6.1 Signal Parameters; 6.1.1 Geospan; 6.1.2 Persistence
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 6.1.3 Recurrence6.2 Estimators; 6.2.1 Bayes Estimator; 6.2.2 Bayesian Network; 6.2.3 Maximum Likelihood Sequence Estimation; 6.2.4 Estimation in Latent Dirichlet Allocation; 6.3 What Is a Good Signal?; References; 7 Following Signal Trajectories; 7.1 Time Series Analysis; 7.1.1 Wave Patterns; 7.1.2 Predict the Future Time Series; 7.1.3 Analyzing Causality in Series; 7.2 Spatio-Temporal Evolution of Trends; 7.2.1 Volatility Signals; 7.2.2 Dependency Among Trend Variables; 7.2.3 Path Analysis; 7.3 Attention Automaton; 7.3.1 Attention Shift Tendencies; 7.3.2 Modeling Categorical Affinity
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 7.3.2.1 Geographical Trend Initiation7.3.2.2 Follower Affinity; 7.3.2.3 User Group Categorical Affinity; 7.3.3 Modeling Attention Shifts; 7.3.4 Evaluation of the Attention Automaton; 7.3.4.1 User Groups by Geographical Locations; 7.3.4.2 User Groups by Brand Following; 7.4 Conclusion; References; 8 Capturing Cross-Domain Ripples; 8.1 The Ripple Phenomenon; 8.2 Learning Topics from Streaming Data; 8.2.1 Topic Spaces; 8.2.2 Topic Space as the Bridge; 8.2.3 Runtimes of OSLDA; 8.3 SocialTransfer; 8.3.1 Transfer Graph; 8.3.2 Learning Transfer Graph Spectra; 8.3.3 Incorporating Social Topics
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 8.3.4 Algorithm for SocialTransferReferences; 9 Socially Aware Media Applications; 9.1 Socially Aware Video Recommendation; 9.1.1 Experiments with Social Video Recommendation; 9.2 Social Video Popularity Prediction; 9.2.1 Modeling Social Prominence of Media; 9.2.2 Experiments with Social Video Popularity; 9.3 Socialized Query Suggestion; 9.3.1 What the Data Shows; 9.4 Parameter Tuning; References; 10 Revelations from Social Multimedia Data; References; 11 Socio-Semantic Analysis; 11.1 Semantic Web Data; 11.2 Building a Concept Graph-SemNet
505 8# - FORMATTED CONTENTS NOTE
Formatted contents note 11.3 Categorical Classification of Trending Topics Using Concept Graph
520 ## - SUMMARY, ETC.
Summary, etc This book provides a comprehensive coverage of the state-of-the-art in understanding media popularity and trends in online social networks through social multimedia signals. With insights from the study of popularity and sharing patterns of online media, trend spread in social media, social network analysis for multimedia and visualizing diffusion of media in online social networks. In particular, the book will address the following important issues: Understanding social network phenomena from a signal processing point of view; The existence and popularity of multimedia as shared and social me
588 ## -
-- Description based upon print version of record.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Application software -- Development.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Online social networks -- Design.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Social media.
650 #4 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Web site development.
655 #0 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Zeng, Wenjun.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
Main entry heading Roy, Suman Deb
Title Social Multimedia Signals : A Signal Processing Approach to Social Network Phenomena
Place, publisher, and date of publication Dordrecht : Springer,c2014
International Standard Book Number 9783319091167
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="http://uttyler.eblib.com/patron/FullRecord.aspx?p=1802859">http://uttyler.eblib.com/patron/FullRecord.aspx?p=1802859</a>
Link text Click here to view this ebook.
901 ## - LOCAL DATA ELEMENT A, LDA (RLIN)
Platform EBL
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Electronic Book
Source of classification or shelving scheme
Holdings
Withdrawn status Lost item Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Shelving location Date acquired Full call number Barcode Date last seen Uniform Resource Identifier Price effective from Koha item type
          UT Tyler Online UT Tyler Online Online 2014-11-24 HM742 EBL1802859 2014-11-24 http://uttyler.eblib.com/patron/FullRecord.aspx?p=1802859 2014-11-24 Electronic Book