Machine Learning
Mining the network value of customers
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Modern Information Retrieval
Machine Learning
Proceedings of the 27th International Conference on Very Large Data Bases
Mining knowledge-sharing sites for viral marketing
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Bursty and hierarchical structure in streams
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Maximizing the spread of influence through a social network
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Natural communities in large linked networks
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
HICSS '04 Proceedings of the Proceedings of the 37th Annual Hawaii International Conference on System Sciences (HICSS'04) - Track 4 - Volume 4
Exploring the community structure of newsgroups
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Structure and evolution of blogspace
Communications of the ACM - The Blogosphere
Dynamic social network analysis using latent space models
ACM SIGKDD Explorations Newsletter
The dynamics of viral marketing
EC '06 Proceedings of the 7th ACM conference on Electronic commerce
Topics over time: a non-Markov continuous-time model of topical trends
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the twenty-fifth annual ACM symposium on Principles of distributed computing
Proceedings of the 16th international conference on World Wide Web
Challenges in mining social network data: processes, privacy, and paradoxes
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Structural and temporal analysis of the blogosphere through community factorization
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
GraphScope: parameter-free mining of large time-evolving graphs
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
A framework for community identification in dynamic social networks
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
An event-based framework for characterizing the evolutionary behavior of interaction graphs
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Lottery trees: motivational deployment of networked systems
Proceedings of the 2007 conference on Applications, technologies, architectures, and protocols for computer communications
Measurement and analysis of online social networks
Proceedings of the 7th ACM SIGCOMM conference on Internet measurement
Preferential behavior in online groups
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Inferring agent dynamics from social communication network
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Social ties and their relevance to churn in mobile telecom networks
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Topic modeling with network regularization
Proceedings of the 17th international conference on World Wide Web
Optimal marketing strategies over social networks
Proceedings of the 17th international conference on World Wide Web
Statistical properties of community structure in large social and information networks
Proceedings of the 17th international conference on World Wide Web
Socialtrust: tamper-resilient trust establishment in online communities
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Proceedings of the hypertext 2008 workshop on Collaboration and collective intelligence
ViSAGE: A Virtual Laboratory for Simulation and Analysis of Social Group Evolution
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Poking facebook: characterization of osn applications
Proceedings of the first workshop on Online social networks
The convergence of social and technological networks
Communications of the ACM - Remembering Jim Gray
Influence and correlation in social networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Feedback effects between similarity and social influence in online communities
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Microscopic evolution of social networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Community evolution in dynamic multi-mode networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Colibri: fast mining of large static and dynamic graphs
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Can complex network metrics predict the behavior of NBA teams?
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
A visual-analytic toolkit for dynamic interaction graphs
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Users in Volatile Communities: Studying Active Participation and Community Evolution
UM '07 Proceedings of the 11th international conference on User Modeling
Generating Social Network Features for Link-Based Classification
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
CommTracker: A Core-Based Algorithm of Tracking Community Evolution
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Antisocial Networks: Turning a Social Network into a Botnet
ISC '08 Proceedings of the 11th international conference on Information Security
Latent social structure in open source projects
Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering
Characterizing and predicting community members from evolutionary and heterogeneous networks
Proceedings of the 17th ACM conference on Information and knowledge management
Discovering leaders from community actions
Proceedings of the 17th ACM conference on Information and knowledge management
Fast mining of complex time-stamped events
Proceedings of the 17th ACM conference on Information and knowledge management
Proposal for a Growth Model of Social Network Service
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Camera brand congruence in the Flickr social graph
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Expanding network communities from representative examples
ACM Transactions on Knowledge Discovery from Data (TKDD)
On-line exact shortest distance query processing
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
Communities detection and the analysis of their dynamics in collaborative networks
International Journal of Web Based Communities
A measurement-driven analysis of information propagation in the flickr social network
Proceedings of the 18th international conference on World wide web
Searching for Rising Stars in Bibliography Networks
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
A viewpoint-based approach for interaction graph analysis
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Finding a team of experts in social networks
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
TANGENT: a novel, 'Surprise me', recommendation algorithm
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
User grouping behavior in online forums
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Constant-factor approximation algorithms for identifying dynamic communities
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Co-evolution of social and affiliation networks
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Modeling and predicting group activity over time in online social media
Proceedings of the 20th ACM conference on Hypertext and hypermedia
Social influence and the diffusion of user-created content
Proceedings of the 10th ACM conference on Electronic commerce
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
Generating useful network-based features for analyzing social networks
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
An event-based framework for characterizing the evolutionary behavior of interaction graphs
ACM Transactions on Knowledge Discovery from Data (TKDD)
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Understanding online social network usage from a network perspective
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Mining communities in networks: a solution for consistency and its evaluation
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Scalable proximity estimation and link prediction in online social networks
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
The SocialTrust framework for trusted social information management: Architecture and algorithms
Information Sciences: an International Journal
Blog cascade affinity: analysis and prediction
Proceedings of the 18th ACM conference on Information and knowledge management
What's behind topic formation and development: a perspective of community core groups
Proceedings of the 18th ACM conference on Information and knowledge management
Community mining on dynamic weighted directed graphs
Proceedings of the 1st ACM international workshop on Complex networks meet information & knowledge management
Characterizing the evolution of collaboration network
Proceedings of the 2nd ACM workshop on Social web search and mining
Detecting dynamic communities in opportunistic networks
ICUFN'09 Proceedings of the first international conference on Ubiquitous and future networks
A particle-and-density based evolutionary clustering method for dynamic networks
Proceedings of the VLDB Endowment
k-automorphism: a general framework for privacy preserving network publication
Proceedings of the VLDB Endowment
Influence in a large society: interplay between information dynamics and network structure
ISIT'09 Proceedings of the 2009 IEEE international conference on Symposium on Information Theory - Volume 3
A measure of online social networks
COMSNETS'09 Proceedings of the First international conference on COMmunication Systems And NETworks
PerpSearch: an integrated crime detection system
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
Evolution of two-sided markets
Proceedings of the third ACM international conference on Web search and data mining
Social interactions in P2P lending
Proceedings of the 3rd Workshop on Social Network Mining and Analysis
Proceedings of the 3rd Workshop on Social Network Mining and Analysis
A Survey of Statistical Network Models
Foundations and Trends® in Machine Learning
Fast computation of SimRank for static and dynamic information networks
Proceedings of the 13th International Conference on Extending Database Technology
Referral based expertise search system in a time evolving social network
Proceedings of the Third Annual ACM Bangalore Conference
Data clustering: 50 years beyond K-means
Pattern Recognition Letters
Dr. multicast: Rx for data center communication scalability
Proceedings of the 5th European conference on Computer systems
Kronecker Graphs: An Approach to Modeling Networks
The Journal of Machine Learning Research
Understanding research field evolving and trend with dynamic Bayesian networks
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Find me if you can: improving geographical prediction with social and spatial proximity
Proceedings of the 19th international conference on World wide web
Randomization tests for distinguishing social influence and homophily effects
Proceedings of the 19th international conference on World wide web
Modeling relationship strength in online social networks
Proceedings of the 19th international conference on World wide web
Measurement and analysis of an online content voting network: a case study of Digg
Proceedings of the 19th international conference on World wide web
Reverse engineering an agent-based hidden Markov model for complex social systems
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Mining online shopping patterns and communities
Proceedings of the 11th International Conference on Information Integration and Web-based Applications & Services
The flow of on-line information in global networks
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
K-isomorphism: privacy preserving network publication against structural attacks
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Multiobjective evolutionary algorithms for dynamic social network clustering
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Proceedings of the 3rd International Workshop on Emerging Trends in Free/Libre/Open Source Software Research and Development
Metric forensics: a multi-level approach for mining volatile graphs
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Parallel SimRank computation on large graphs with iterative aggregation
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
PET: a statistical model for popular events tracking in social communities
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Diffusion dynamics of games on online social networks
WOSN'10 Proceedings of the 3rd conference on Online social networks
Affiliation recommendation using auxiliary networks
Proceedings of the fourth ACM conference on Recommender systems
Predicting product adoption in large-scale social networks
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Hyper-community detection in the blogosphere
Proceedings of second ACM SIGMM workshop on Social media
A Socratic method for validation of measurement-based networking research
Computer Communications
Analysis of computer science communities based on DBLP
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
Discovering cancer biomarkers: from DNA to communities of genes
International Journal of Networking and Virtual Organisations
Exploiting locality of interest in online social networks
Proceedings of the 6th International COnference
Understanding the behavior of malicious applications in social networks
IEEE Network: The Magazine of Global Internetworking
Using cohesive subgroups for analyzing the evolution of the friend view mobile social network
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Transient crowd discovery on the real-time social web
Proceedings of the fourth ACM international conference on Web search and data mining
Supervised random walks: predicting and recommending links in social networks
Proceedings of the fourth ACM international conference on Web search and data mining
Discovery and analysis of tightly knit communities in telecom social networks
IBM Journal of Research and Development
Incentivizing the global wireless village
Computer Networks: The International Journal of Computer and Telecommunications Networking
Evolution analysis of a mobile social network
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
Composing near-optimal expert teams: a trade-off between skills and connectivity
OTM'10 Proceedings of the 2010 international conference on On the move to meaningful internet systems - Volume Part I
Composition of scientific teams and publication productivity at a national science lab
Journal of the American Society for Information Science and Technology
Anonymizing Set-Valued Social Data
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
SybilLimit: a near-optimal social network defense against sybil attacks
IEEE/ACM Transactions on Networking (TON)
Social Network Analysis and Mining for Business Applications
ACM Transactions on Intelligent Systems and Technology (TIST)
Proceedings of the 20th international conference on World wide web
Proceedings of the 20th international conference on World wide web
Information resonance on Twitter: watching Iran
Proceedings of the First Workshop on Social Media Analytics
Towards promoting interactivity in a B2B web community
Information Systems Frontiers
On social-temporal group query with acquaintance constraint
Proceedings of the VLDB Endowment
How is the Semantic Web evolving? A dynamic social network perspective
Computers in Human Behavior
Community Discovery via Metagraph Factorization
ACM Transactions on Knowledge Discovery from Data (TKDD)
Proceedings of the 12th ACM conference on Electronic commerce
Anonymizing shortest paths on social network graphs
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
ECODE: event-based community detection from social networks
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications - Volume Part I
Camera Brand Congruence and Camera Model Propagation in the Flickr Social Graph
ACM Transactions on the Web (TWEB)
Social linking and physical proximity in a mobile location-based service
Proceedings of the 1st international workshop on Mobile location-based service
Scalable Affiliation Recommendation using Auxiliary Networks
ACM Transactions on Intelligent Systems and Technology (TIST)
Group Profiling for Understanding Social Structures
ACM Transactions on Intelligent Systems and Technology (TIST)
Characterizing interactions among members of deaf communities in orkut
INTERACT'11 Proceedings of the 13th IFIP TC 13 international conference on Human-computer interaction - Volume Part III
A generalized stochastic block model for recommendation in social rating networks
Proceedings of the fifth ACM conference on Recommender systems
The multiple attribution problem in pay-per-conversion advertising
SAGT'11 Proceedings of the 4th international conference on Algorithmic game theory
Network node label acquisition and tracking
EPIA'11 Proceedings of the 15th Portugese conference on Progress in artificial intelligence
A scalable eigensolver for large scale-free graphs using 2D graph partitioning
Proceedings of 2011 International Conference for High Performance Computing, Networking, Storage and Analysis
Discovering top-k teams of experts with/without a leader in social networks
Proceedings of the 20th ACM international conference on Information and knowledge management
Internet Auction Fraud Detection Using Social Network Analysis and Classification Tree Approaches
International Journal of Electronic Commerce
Discovering multirelational structure in social media streams
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
The life and death of online groups: predicting group growth and longevity
Proceedings of the fifth ACM international conference on Web search and data mining
Relation strength-aware clustering of heterogeneous information networks with incomplete attributes
Proceedings of the VLDB Endowment
Are friends overrated? A study for the social news aggregator Digg.com
Computer Communications
Data in social network analysis
ICCMSN'08 Proceedings of the First international conference on Computer-Mediated Social Networking
Declarative and numerical analysis of edge creation process in trust-based social networks
DALT'09 Proceedings of the 7th international conference on Declarative Agent Languages and Technologies
Branded with a scarlet "C": cheaters in a gaming social network
Proceedings of the 21st international conference on World Wide Web
We know what @you #tag: does the dual role affect hashtag adoption?
Proceedings of the 21st international conference on World Wide Web
The role of social networks in information diffusion
Proceedings of the 21st international conference on World Wide Web
Community detection via heterogeneous interaction analysis
Data Mining and Knowledge Discovery
Social influence in social advertising: evidence from field experiments
Proceedings of the 13th ACM Conference on Electronic Commerce
Statistical Analysis and Data Mining
Shortest-path queries for complex networks: exploiting low tree-width outside the core
Proceedings of the 15th International Conference on Extending Database Technology
Non-negative residual matrix factorization: problem definition, fast solutions, and applications
Statistical Analysis and Data Mining
Linking people through physical proximity in a conference
Proceedings of the 3rd international workshop on Modeling social media
Gateway finder in large graphs: problem definitions and fast solutions
Information Retrieval
Proceedings of the VLDB Endowment
Vertex neighborhoods, low conductance cuts, and good seeds for local community methods
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
On the separability of structural classes of communities
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Finding trendsetters in information networks
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
The importance of being placefriends: discovering location-focused online communities
Proceedings of the 2012 ACM workshop on Workshop on online social networks
Security and Communication Networks
Oolong: asynchronous distributed applications made easy
Proceedings of the Asia-Pacific Workshop on Systems
Defining and evaluating network communities based on ground-truth
Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics
Maximizing influence spread in a new propagation model
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
Look who I found: understanding the effects of sharing curated friend groups
Proceedings of the 3rd Annual ACM Web Science Conference
Tracing the birth of an OSN: social graph and profile analysis in Google+
Proceedings of the 3rd Annual ACM Web Science Conference
Oolong: asynchronous distributed applications made easy
APSys'12 Proceedings of the Third ACM SIGOPS Asia-Pacific conference on Systems
GraphChi: large-scale graph computation on just a PC
OSDI'12 Proceedings of the 10th USENIX conference on Operating Systems Design and Implementation
Understanding online groups through social media
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
You had me at hello: how phrasing affects memorability
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
On the bursty evolution of online social networks
Proceedings of the First ACM International Workshop on Hot Topics on Interdisciplinary Social Networks Research
Collective intelligence in the online social network of yahoo!answers and its implications
Proceedings of the 21st ACM international conference on Information and knowledge management
From face-to-face gathering to social structure
Proceedings of the 21st ACM international conference on Information and knowledge management
Predicting aggregate social activities using continuous-time stochastic process
Proceedings of the 21st ACM international conference on Information and knowledge management
Composing activity groups in social networks
Proceedings of the 21st ACM international conference on Information and knowledge management
Bridging offline and online social graph dynamics
Proceedings of the 21st ACM international conference on Information and knowledge management
Multi-scale dynamics in a massive online social network
Proceedings of the 2012 ACM conference on Internet measurement conference
Efficient bi-objective team formation in social networks
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
On approximation of real-world influence spread
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
A significance-driven framework for characterizing and finding evolving patterns of news networks
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Integrating social media data for community detection
MSM'11 Proceedings of the 2011 international conference on Modeling and Mining Ubiquitous Social Media
Simulation of user participation and interaction in online discussion groups
MSM'11 Proceedings of the 2011 international conference on Modeling and Mining Ubiquitous Social Media
Bridge analysis in a Social Internetworking Scenario
Information Sciences: an International Journal
Visualizing the evolution of community structures in dynamic social networks
EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization
Arrival and departure dynamics in social networks
Proceedings of the sixth ACM international conference on Web search and data mining
Balanced label propagation for partitioning massive graphs
Proceedings of the sixth ACM international conference on Web search and data mining
Overlapping community detection at scale: a nonnegative matrix factorization approach
Proceedings of the sixth ACM international conference on Web search and data mining
Online community detection in social sensing
Proceedings of the sixth ACM international conference on Web search and data mining
Distinguishing topical and social groups based on common identity and bond theory
Proceedings of the sixth ACM international conference on Web search and data mining
Modeling dynamic behavior in large evolving graphs
Proceedings of the sixth ACM international conference on Web search and data mining
Mining smartphone data to classify life-facets of social relationships
Proceedings of the 2013 conference on Computer supported cooperative work
Identification of Group Changes in Blogosphere
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Understanding Group Dynamics in Health Forums
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Identifying Long Lived Social Communities Using Structural Properties
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Inferring User Interest Using Familiarity and Topic Similarity with Social Neighbors in Facebook
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Social Networked Multi-agent Negotiation in Ontology Alignment
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02
Meme ranking to maximize posts virality in microblogging platforms
Journal of Intelligent Information Systems
Who should I add as a "friend"?: a study of friend recommendations using proximity and homophily
Proceedings of the 4th International Workshop on Modeling Social Media
Fast exact shortest-path distance queries on large networks by pruned landmark labeling
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Let's get together: the formation and success of online creative collaborations
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
On how event size and interactivity affect social networks
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Using Generalized Annotated Programs to Solve Social Network Diffusion Optimization Problems
ACM Transactions on Computational Logic (TOCL)
Cascading behavior in social and economic networks
Proceedings of the fourteenth ACM conference on Electronic commerce
Connecting people through physical proximity and physical resources at a conference
ACM Transactions on Intelligent Systems and Technology (TIST) - Special Sections on Paraphrasing; Intelligent Systems for Socially Aware Computing; Social Computing, Behavioral-Cultural Modeling, and Prediction
TurboGraph: a fast parallel graph engine handling billion-scale graphs in a single PC
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
The role of research leaders on the evolution of scientific communities
Proceedings of the 22nd international conference on World Wide Web companion
On participation in group chats on Twitter
Proceedings of the 22nd international conference on World Wide Web
Proceedings of the 22nd international conference on World Wide Web
No country for old members: user lifecycle and linguistic change in online communities
Proceedings of the 22nd international conference on World Wide Web
Estimating clustering coefficients and size of social networks via random walk
Proceedings of the 22nd international conference on World Wide Web
Predicting group stability in online social networks
Proceedings of the 22nd international conference on World Wide Web
Towards realistic team formation in social networks based on densest subgraphs
Proceedings of the 22nd international conference on World Wide Web
Distributed community detection in web-scale networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Understanding evolving group structures in time-varying networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Analyzing the social ties and structure of contributors in open source software community
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Incremental local community identification in dynamic social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Mining users' activity on large Twitter text data
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
On fast parallel detection of strongly connected components (SCC) in small-world graphs
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Discovering influential authors in heterogeneous academic networks by a co-ranking method
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
To stay or not to stay: modeling engagement dynamics in social graphs
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Diffusion of innovations revisited: from social network to innovation network
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
DrunkardMob: billions of random walks on just a PC
Proceedings of the 7th ACM conference on Recommender systems
Extending HTTP models to Web 2.0 applications: the case of online social networks
International Journal of Computational Science and Engineering
Social resilience in online communities: the autopsy of friendster
Proceedings of the first ACM conference on Online social networks
Algorithms, networks, and social phenomena
ICALP'13 Proceedings of the 40th international conference on Automata, Languages, and Programming - Volume Part II
The web as an adaptive network: coevolution of web behavior and web structure
Proceedings of the 3rd International Web Science Conference
A separability framework for analyzing community structure
ACM Transactions on Knowledge Discovery from Data (TKDD) - Casin special issue
The role of founders in building online groups
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Socially-based brokerage and composition in virtual communities
International Journal of Networking and Virtual Organisations
Top-K structural diversity search in large networks
Proceedings of the VLDB Endowment
Modelling growth of urban crowd-sourced information
Proceedings of the 7th ACM international conference on Web search and data mining
Efficient algorithms for team formation with a leader in social networks
The Journal of Supercomputing
Using hybrid scheduling for the semi-autonomous formation of expert teams
Future Generation Computer Systems
Analysis of dynamic resource access patterns in a blended learning course
Proceedings of the Fourth International Conference on Learning Analytics And Knowledge
Modeling and predicting the growth and death of membership-based websites
Proceedings of the 23rd international conference on World wide web
Proceedings of the 23rd international conference on World wide web
Proceedings of the 23rd international conference on World wide web
Proceedings of the 23rd international conference on World wide web
Unveiling group characteristics in online social games: a socio-economic analysis
Proceedings of the 23rd international conference on World wide web
The bursty dynamics of the Twitter information network
Proceedings of the 23rd international conference on World wide web
Caracterização qualitativa da sociabilidade no Facebook
Proceedings of the 12th Brazilian Symposium on Human Factors in Computing Systems
SpinRadar: a spontaneous service provision middleware for place-aware social interactions
Personal and Ubiquitous Computing
Simulating the spread of opinions in online social networks when targeting opinion leaders
Information Systems and e-Business Management
Affinity-driven blog cascade analysis and prediction
Data Mining and Knowledge Discovery
A multi-criteria ranking framework for partner selection in scientific collaboration environments
Decision Support Systems
Discovering descriptive rules in relational dynamic graphs
Intelligent Data Analysis - Dynamic Networks and Knowledge Discovery
K-anonymous path privacy on social graphs
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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The processes by which communities come together, attract new members, and develop over time is a central research issue in the social sciences - political movements, professional organizations, and religious denominations all provide fundamental examples of such communities. In the digital domain, on-line groups are becoming increasingly prominent due to the growth of community and social networking sites such as MySpace and LiveJournal. However, the challenge of collecting and analyzing large-scale time-resolved data on social groups and communities has left most basic questions about the evolution of such groups largely unresolved: what are the structural features that influence whether individuals will join communities, which communities will grow rapidly, and how do the overlaps among pairs of communities change over time.Here we address these questions using two large sources of data: friendship links and community membership on LiveJournal, and co-authorship and conference publications in DBLP. Both of these datasets provide explicit user-defined communities, where conferences serve as proxies for communities in DBLP. We study how the evolution of these communities relates to properties such as the structure of the underlying social networks. We find that the propensity of individuals to join communities, and of communities to grow rapidly, depends in subtle ways on the underlying network structure. For example, the tendency of an individual to join a community is influenced not just by the number of friends he or she has within the community, but also crucially by how those friends are connected to one another. We use decision-tree techniques to identify the most significant structural determinants of these properties. We also develop a novel methodology for measuring movement of individuals between communities, and show how such movements are closely aligned with changes in the topics of interest within the communities.