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LEADER 00000cam a2200769Mi 4500
001 988947732
003 OCoLC
005 20240129213017.0
006 m o d
007 cr |||||||||||
008 160404s2016 flua ob 001 0 eng d
015 GBB659140|2bnb
016 7 017817807|2Uk
020 9781482243284|q(PDF ebook)
020 1482243288|q(PDF ebook)
020 |q(hbk.)
029 1 UKMGB|b017817807
029 1 AU@|b000060010247
035 (OCoLC)988947732
037 TANDF_365822|bIngram Content Group
040 NLE|beng|erda|epn|cNLE|dOCLCO|dOCLCQ|dOCLCF|dOCLCQ|dUWW
|dLVT|dESU|dUKAHL|dUKMGB|dOCLCO|dOCLCA
049 INap
082 04 006.754
082 04 006.754|223
099 eBook O'Reilly for Public Libraries
100 1 Thuraisingham, Bhavani M.,|eauthor.
245 10 Analyzing and securing social networks /|cBhavani
Thuraisingham [and five others].|h[O'Reilly electronic
resource]
250 1st.
264 1 Boca Raton :|bAuerbach,|c2016.
300 1 online resource :|billustrations (black and white)
336 text|btxt|2rdacontent
336 still image|bsti|2rdacontent
337 computer|bc|2rdamedia
338 online resource|bcr|2rdacarrier
504 Includes bibliographical references and index.
505 0 Introduction ; Overview; Analyzing Social Networks;
Securing Social Networks; Outline of the Book; Next Steps;
; SUPPORTING TECHNOLOGIES; ; Social Networks: A Survey ;
Introduction; Survey of Social Networks; Details of Four
Popular Social Networks; Summary and Conclusion; ; Data
Security and Privacy; Overview; Security Policies; Policy
Enforcement and Related Issues; Data Privacy; Summary and
Directions; References; ; Data Mining Techniques;
Introduction; Overview of Data Mining Tasks and
Techniques; Artificial Neural Networks; Support Vector
Machines; Markov Model; Association Rule Mining (ARM);
Multiclass Problem; Image Mining; Summary; References; ;
Cloud Computing and Semantic Web Technologies;
Introduction; Cloud Computing; Semantic Web; Semantic Web
and Security; Cloud Computing Frameworks Based on Semantic
Web Technologies; Summary and.
505 0 Directions; References; ; ASPECTS OF ANALYZING AND
SECURING SOCIAL NETWORKS; ; Analyzing and Securing Social
Networks; Introduction; Applications in Social Media
Analytics; Data Mining Techniques for SNA; Security and
Privacy; Summary and Directions; References; ; Semantic
Web-Based Social Network Representation and Analysis;
Introduction; Social Network Representation; Our Approach
to Social Network Analysis; Summary and Directions;
Reference; ; Confidentiality, Privacy, and Trust for
Social Media Data; Introduction; Trust, Privacy,
505 0 And Confidentiality; CPT Framework; Our Approach to
Confidentiality Management; Privacy for Social Networks;
Trust for Social Networks; Integrated System; CPT within
the Context of Social Networks; Summary and Directions;
References; ; TECHNIQUES AND TOOLS FOR SOCIAL NETWORK
ANALYTICS; ; Developments and Challenges in Location
Mining; Introduction; Key Aspects of Location Mining;
Efforts in Location Mining; Challenges in Location Mining;
Geospatial Proximity and Friendship; Our Contributions to
Location Mining; Summary and Directions; References; ;
TweetHood: A Social Media Analytics Tool; Introduction;
TweetHood; Experiments and Results; Summary and
Directions; References; ; Tweecalization: Location Mining
Using Semisupervised Learning; Introduction;
Tweecalization; Trustworthiness and Similarity Measure;
Experiments and Results; Summary and Directions;
References; ; Tweeque: Identifying.
505 0 Social Cliques for Location Mining; Introduction; Effect
of Migration; Temporal Data Mining; Social Clique
Identification; Experiments and Results; Location
Prediction; Agglomerative Hierarchical Clustering; MapIt:
Location Mining from Unstructured Text; Summary and
Directions; References; ; Understanding News Queries with
Geo-Content Using Twitter; Introduction; Application of
Location Mining and Social Networks for Improving Web
Search; Assigning Weights to Tweets; Semantic Similarity;
Experiments and Results; Summary and Directions;
References; ; SOCIAL NETWORK ANALYTICS AND PRIVACY
CONSIDERATIONS; ; Our Approach to Studying Privacy in
Social Networks; Introduction; Related Work; Definitional
Preliminaries; Analysis; Data Gathering; Summary and
Directions; References; ; Classification of Social
Networks Incorporating Link Types; Introduction; Related
Work; Learning.
505 0 Methods; Experiments; Results; Summary and Directions;
References; ; Extending Classification of Social Networks
through Indirect Friendships; Introduction; Related Work
and Our Contributions; Definitions; Our Approach;
Experiments and Results; Summary and Directions;
References; ; Social Network Classification through Data
Partitioning; Introduction; Related Work and Our
Contributions; Metrics; Distributed Social Network
Classification; Experiments; Summary and Directions;
References; ; Sanitization of Social Network Data for
Release to Semitrusted Third Parties; Introduction;
Learning Methods on Social Networks; Hiding Private
Information; Experiments; Effect of Sanitization on Other
Attack Techniques; Effect of Sanitization on Utility;
Summary and Directions; References; ; ACCESS CONTROL AND
INFERENCE FOR SOCIAL NETWORKS; ; Access Control for
Social.
505 0 Networks; Introduction; Related Work; Modeling Social
Networks Using Semantic Web Technologies; Security
Policies for OSNs; Security Policy Specification; Security
Rule Enforcement; Summary and Directions; References; ;
Implementation of an Access Control System for Social
Networks; Introduction; Security in Online Social
Networks; Framework Architecture; Experiments; Summary and
Directions; References; ; Inference Control for Social
Media; Overview; Design of an Inference Controller;
Inference Control through Query Modification; Application
to Social Media Data; Summary and Directions; References;
; Implementing an Inference Controller for Social Media
Data; Overview; Inference and Provenance; Implementation
of the Inference Controller; Generators; Use Case: Medical
Example; Implementing Constraints; Summary and Directions;
References; ; SOCIAL MEDIA INTEGRATION AND ANALYTICS.
505 0 And Efficient RDF Triple Store; StormRider: Harnessing
Storm for Social Networks; Ontology-Driven Query Expansion
Using MapReduce Framework; Summary and Directions;
References; ; Experimental Cloud Query Processing System
for Social Networks; Introduction; Our Approach; Related
Work; Architecture; MapReduce Framework; Results Summary
and Directions; References; ; Social Networking in the
Cloud; Introduction; Foundational Technologies for SNODSOC
++; Design of SNODSOC; Toward SNODSOC++; Cloud-Based
Social Network Analysis; StormRider: Harnessing Storm for
Social Networks; Related Work; Summary and Directions;
References; ; SOCIAL MEDIA APPLICATION SYSTEMS; ; Graph
Mining for Insider Threat Detection; Introduction;
Challenges, Related Work,
505 0 And Our Approach; Graph Mining for Insider Threat
Detection; Comprehensive Framework; Summary and
Directions; References; ; Temporal Geosocial Mobile
Semantic Web; Introduction; Challenges for a Successful
SARO; Supporting Technologies for SARO; Our Approach to
Building a SARO System; Conclusion; References; ; Social
Media and Bioterrorism; Introduction; Simulating
Bioterrorism through Epidemiology Abstraction; On the
Mitigation of Bioterrorism through the Game Theory;
Summary and Directions; References; ; Stream Data
Analytics for Multipurpose Social Media Applications;
Introduction; Our Premise; Modules of InXite; Other
Applications; Related Work; Summary and Directions;
References; ; SECURE SOCIAL MEDIA SYSTEMS; ; Secure Cloud
Query Processing with Relational Data for Social Media;
Overview; Related Work; System Architecture;
Implementation Details and Results; Summary and.
505 0 Directions; References; ; Secure Cloud Query Pro.
520 8 Analyzing and Securing Social Networks focuses on the two
major technologies that have been developed for online
social networks (OSNs): (i) data mining technologies for
analyzing these networks and extracting useful information
such as location, demographics, and sentiments of the
participants of the network, and (ii) security and privacy
technologies that ensure the privacy of the participants
of the network as well as provide controlled access to the
information posted and exchanged by the participants. The
authors explore security and privacy issues for social
media systems, analyze such systems, and discuss
prototypes they have developed for social media systems
whose data are represented using semantic web
technologies. These experimental systems have been
developed at The University of Texas at Dallas. The
material in this book, together with the numerous
references listed in each chapter, have been used for a
graduate-level course at The University of Texas at Dallas
on analyzing and securing social media. Several
experimental systems developed by graduate students are
also provided. The book is divided into nine main sections
: (1) supporting technologies, (2) basics of analyzing and
securing social networks, (3) the authors' design and
implementation of various social network analytics tools,
(4) privacy aspects of social networks, (5) access control
and inference control for social networks, (6)
experimental systems designed or developed by the authors
on analyzing and securing social networks, (7) social
media application systems developed by the authors, (8)
secure social media systems developed by the authors, and
(9) some of the authors' exploratory work and further
directions.
588 0 CIP data; item not viewed.
590 O'Reilly|bO'Reilly Online Learning: Academic/Public
Library Edition
650 0 Online social networks|xSecurity measures.
650 0 Web usage mining.
650 0 Data protection.
650 0 Computer crimes|xPrevention.
650 0 Privacy, Right of.
650 6 Réseaux sociaux (Internet)|xSécurité|xMesures.
650 6 Analyse du comportement des internautes.
650 6 Protection de l'information (Informatique)
650 7 Computer crimes|xPrevention.|2fast|0(OCoLC)fst00872068
650 7 Data protection.|2fast|0(OCoLC)fst00887958
650 7 Privacy, Right of.|2fast|0(OCoLC)fst01077444
650 7 Web usage mining.|2fast|0(OCoLC)fst01173271
700 1 Abrol, Satyen,|eauthor.
700 1 Heatherly, Raymond,|eauthor.
700 1 Kantarcioglu, Murat,|eauthor.
700 1 Khadilkar, Vaibhav,|eauthor.
700 1 Khan, Latifur,|eauthor.
776 08 |iPrint version :|z9781482243277
856 40 |uhttps://ezproxy.naperville-lib.org/login?url=https://
learning.oreilly.com/library/view/~/9781482243284/?ar
|zAvailable on O'Reilly for Public Libraries
938 Askews and Holts Library Services|bASKH|nAH29505904
994 92|bJFN