Finding top-k shortest path distance changes in an evolutionary network
SSTD'11 Proceedings of the 12th international conference on Advances in spatial and temporal databases
gSketch: on query estimation in graph streams
Proceedings of the VLDB Endowment
The role of movies and telephony in the history of communication media
ICEC'11 Proceedings of the 10th international conference on Entertainment Computing
Modeling the flow and change of information on the web
Proceedings of the 21st international conference companion on World Wide Web
On the network effect in Web 2.0 applications
Electronic Commerce Research and Applications
On supervised mining of dynamic content-based networks1
Statistical Analysis and Data Mining
A first account on stigmergic information systems and their impact on platform development
Proceedings of the WICSA/ECSA 2012 Companion Volume
Online community detection in social sensing
Proceedings of the sixth ACM international conference on Web search and data mining
Visual Analysis of Dynamic Networks Using Change Centrality
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
A Repository for Multirelational Dynamic Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Mining heterogeneous information networks: a structural analysis approach
ACM SIGKDD Explorations Newsletter
Inferring social roles and statuses in social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Finding critical blocks of information diffusion in social networks
WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management
Predicting students' final performance from participation in on-line discussion forums
Computers & Education
Pagerank with priors: an influence propagation perspective
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Computationally efficient link prediction in a variety of social networks
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining
Ranking in heterogeneous social media
Proceedings of the 7th ACM international conference on Web search and data mining
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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.