Referral Web: combining social networks and collaborative filtering
Communications of the ACM
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Social Networks: From the Web to the Enterprise
IEEE Internet Computing
ANF: a fast and scalable tool for data mining in massive graphs
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
SimRank: a measure of structural-context similarity
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Measures of distributional similarity
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
SNACK: incorporating social network information in automated collaborative filtering
EC '04 Proceedings of the 5th ACM conference on Electronic commerce
Fast discovery of connection subgraphs
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Relescope: an experiment in accelerating relationships
CHI '05 Extended Abstracts on Human Factors in Computing Systems
Scaling link-based similarity search
WWW '05 Proceedings of the 14th international conference on World Wide Web
Link prediction approach to collaborative filtering
Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
Modeling and predicting personal information dissemination behavior
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Financial rumors on investor sentiment in the emerging e-commerce network
ICEC '05 Proceedings of the 7th international conference on Electronic commerce
The case for anomalous link detection
MRDM '05 Proceedings of the 4th international workshop on Multi-relational mining
Pruning Social Networks Using Structural Properties and Descriptive Attributes
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
ACM SIGKDD Explorations Newsletter
Prediction and ranking algorithms for event-based network data
ACM SIGKDD Explorations Newsletter
The case for anomalous link discovery
ACM SIGKDD Explorations Newsletter
Capital and benefit in social networks
Proceedings of the 3rd international workshop on Link discovery
Measuring and extracting proximity in networks
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Center-piece subgraphs: problem definition and fast solutions
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Network data mining: methods and techniques for discovering deep linkage between attributes
APCCM '06 Proceedings of the 3rd Asia-Pacific conference on Conceptual modelling - Volume 53
Topic evolution and social interactions: how authors effect research
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
ACM Transactions on Database Systems (TODS)
Collective entity resolution in relational data
ACM Transactions on Knowledge Discovery from Data (TKDD)
Practical Algorithms and Lower Bounds for Similarity Search in Massive Graphs
IEEE Transactions on Knowledge and Data Engineering
Recommending citations for academic papers
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Fast direction-aware proximity for graph mining
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
Social network analysis for routing in disconnected delay-tolerant MANETs
Proceedings of the 8th ACM international symposium on Mobile ad hoc networking and computing
Measuring and extracting proximity graphs in networks
ACM Transactions on Knowledge Discovery from Data (TKDD)
Predicting who rated what in large-scale datasets
ACM SIGKDD Explorations Newsletter - Special issue on visual analytics
Fast incremental proximity search in large graphs
Proceedings of the 25th international conference on Machine learning
Growth of the flickr social network
Proceedings of the first workshop on Online social networks
Microscopic evolution of social networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Joint latent topic models for text and citations
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Structured machine learning: the next ten years
Machine Learning
Visual Discovery of Network Patterns of Interaction between Attributes
Visual Data Mining
Fast mining of complex time-stamped events
Proceedings of the 17th ACM conference on Information and knowledge management
Automatic metadata generation using associative networks
ACM Transactions on Information Systems (TOIS)
Semantic and Event-Based Approach for Link Prediction
PAKM '08 Proceedings of the 7th International Conference on Practical Aspects of Knowledge Management
Annotating Documents by Wikipedia Concepts
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Predicting tie strength with social media
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Communities detection and the analysis of their dynamics in collaborative networks
International Journal of Web Based Communities
Evaluating similarity measures for emergent semantics of social tagging
Proceedings of the 18th international conference on World wide web
The slashdot zoo: mining a social network with negative edges
Proceedings of the 18th international conference on World wide web
Community gravity: measuring bidirectional effects by trust and rating on online social networks
Proceedings of the 18th international conference on World wide web
On Link Privacy in Randomizing Social Networks
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
The Time-Series Link Prediction Problem with Applications in Communication Surveillance
INFORMS Journal on Computing
Learning spectral graph transformations for link prediction
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
Measuring the effects of preprocessing decisions and network forces in dynamic network analysis
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Networking for multi-agents: beyond a local view
Proceedings of The 8th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Identifying graphs from noisy and incomplete data
Proceedings of the 1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data
Information Extraction as Link Prediction: Using Curated Citation Networks to Improve Gene Detection
WASA '09 Proceedings of the 4th International Conference on Wireless Algorithms, Systems, and Applications
Analyzing reading behavior by blog mining
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Linking social networks on the web with FOAF: a semantic web case study
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
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)
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
MatchSim: a novel neighbor-based similarity measure with maximum neighborhood matching
Proceedings of the 18th ACM conference on Information and knowledge management
Potential collaboration discovery using document clustering and community structure detection
Proceedings of the 1st ACM international workshop on Complex networks meet information & knowledge management
Folks in Folksonomies: social link prediction from shared metadata
Proceedings of the third ACM international conference on Web search and data mining
Towards time-aware link prediction in evolving social networks
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
Exploratory study of a new model for evolving networks
ICML'06 Proceedings of the 2006 conference on Statistical network analysis
Context-aware citation recommendation
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
Privacy in dynamic social networks
Proceedings of the 19th international conference on World wide web
LINKREC: a unified framework for link recommendation with user attributes and graph structure
Proceedings of the 19th international conference on World wide web
Link prediction using probabilistic group models of network structure
Proceedings of the 2010 ACM Symposium on Applied Computing
Manipulation-resistant reputations using hitting time
WAW'07 Proceedings of the 5th international conference on Algorithms and models for the web-graph
Estimating number of citations using author reputation
SPIRE'07 Proceedings of the 14th international conference on String processing and information retrieval
Link prediction applied to an open large-scale online social network
Proceedings of the 21st ACM conference on Hypertext and hypermedia
The influence of personalization on tag query length in social media search
Information Processing and Management: an International Journal
Metric forensics: a multi-level approach for mining volatile graphs
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
On the quality of inferring interests from social neighbors
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Fast nearest-neighbor search in disk-resident graphs
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Trust network inference for online rating data using generative models
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
The task-dependent effect of tags and ratings on social media access
ACM Transactions on Information Systems (TOIS)
Hitting the right paraphrases in good time
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Social links from latent topics in Microblogs
WSA '10 Proceedings of the NAACL HLT 2010 Workshop on Computational Linguistics in a World of Social Media
Three challenges in data mining
Frontiers of Computer Science in China
Prediction promotes privacy in dynamic 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
Transitive node similarity for link prediction in social networks with positive and negative links
Proceedings of the fourth ACM conference on Recommender systems
Boosting social network connectivity with link revival
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Network growth and the spectral evolution model
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
The link prediction problem in bipartite networks
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
AWSM: Allocation of workflows utilizing social network metrics
Decision Support Systems
Identifying graphs from noisy and incomplete data
ACM SIGKDD Explorations Newsletter
Using friendship ties and family circles for link prediction
SNAKDD'08 Proceedings of the Second international conference on Advances in social network mining and analysis
Learning algorithms for link prediction based on chance constraints
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
Fast and scalable algorithms for semi-supervised link prediction on static and dynamic graphs
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
k-nearest neighbors in uncertain graphs
Proceedings of the VLDB Endowment
Fast incremental and personalized PageRank
Proceedings of the VLDB Endowment
Recommendation of similar users, resources and social networks in a Social Internetworking Scenario
Information Sciences: an International Journal
Strength of social influence in trust networks in product review sites
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
Citation recommendation without author supervision
Proceedings of the fourth ACM international conference on Web search and data mining
Efficient discovery of frequent subgraph patterns in uncertain graph databases
Proceedings of the 14th International Conference on Extending Database Technology
Human Contact Prediction Using Contact Graph Inference
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
Potential Friend Recommendation in Online Social Network
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
EPSP: Enhancing Network Protocol with Social-Aware Plane
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
Social Network Analysis and Mining for Business Applications
ACM Transactions on Intelligent Systems and Technology (TIST)
Like like alike: joint friendship and interest propagation in social networks
Proceedings of the 20th international conference on World wide web
Finding hierarchy in directed online social networks
Proceedings of the 20th international conference on World wide web
Computational approaches to suspicion in adversarial settings
Information Systems Frontiers
Personalized social recommendations: accurate or private
Proceedings of the VLDB Endowment
Assessing and ranking structural correlations in graphs
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Fast personalized PageRank on MapReduce
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
Proceedings of the 12th ACM conference on Electronic commerce
A link prediction approach to recommendations in large-scale user-generated content systems
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Collective graph identification
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Diversified ranking on large graphs: an optimization viewpoint
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Exploiting place features in link prediction on location-based social networks
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Human mobility, social ties, and link prediction
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Quick detection of top-k personalized pagerank lists
WAW'11 Proceedings of the 8th international conference on Algorithms and models for the web graph
Using a Wikipedia-based semantic relatedness measure for document clustering
TextGraphs-6 Proceedings of TextGraphs-6: Graph-based Methods for Natural Language Processing
Time aware index for link prediction in social networks
DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery
Kernels for link prediction with latent feature models
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Informed prediction with incremental core-based friend cycle discovering
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Scalable Affiliation Recommendation using Auxiliary Networks
ACM Transactions on Intelligent Systems and Technology (TIST)
Product recommendation and rating prediction based on multi-modal social networks
Proceedings of the fifth ACM conference on Recommender systems
Social link recommendation by learning hidden topics
Proceedings of the fifth ACM conference on Recommender systems
Connecting users with similar interests via tag network inference
Proceedings of the 20th ACM international conference on Information and knowledge management
Structural link analysis and prediction in microblogs
Proceedings of the 20th ACM international conference on Information and knowledge management
Temporal link prediction by integrating content and structure information
Proceedings of the 20th ACM international conference on Information and knowledge management
Finding information nebula over large networks
Proceedings of the 20th ACM international conference on Information and knowledge management
Pattern recognition in multivariate time series: dissertation proposal
Proceedings of the 4th workshop on Workshop for Ph.D. students in information & knowledge management
Inferring Networks of Diffusion and Influence
ACM Transactions on Knowledge Discovery from Data (TKDD)
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Mining relational context-aware graph for rater identification
Proceedings of the 2nd Challenge on Context-Aware Movie Recommendation
Link discovery in graphs derived from biological databases
DILS'06 Proceedings of the Third international conference on Data Integration in the Life Sciences
When will it happen?: relationship prediction in heterogeneous information networks
Proceedings of the fifth ACM international conference on Web search and data mining
Study of diffusion models in an academic social network
ICDCIT'10 Proceedings of the 6th international conference on Distributed Computing and Internet Technology
Fast and exact top-k search for random walk with restart
Proceedings of the VLDB Endowment
BASSET: scalable gateway finder in large graphs
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Similarity boosting for label noise tolerance in protein-chemical interaction prediction
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Digging in the details: a case study in network data mining
ISI'05 Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics
IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
Centrality prediction in dynamic human contact networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Friendship prediction and homophily in social media
ACM Transactions on the Web (TWEB)
Link prediction on evolving data using tensor factorization
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Recommendations to boost content spread in social networks
Proceedings of the 21st international conference on World Wide Web
Supervised rank aggregation approach for link prediction in complex networks
Proceedings of the 21st international conference companion on World Wide Web
Discovering missing links in networks using vertex similarity measures
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Clustered embedding of massive social networks
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
Love all, trust a few: link prediction for trust and psycho-social factors in MMOs
SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Predicting recent links in FOAF networks
SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Theoretical justification of popular link prediction heuristics
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Navigational efficiency of broad vs. narrow folksonomies
Proceedings of the 23rd ACM conference on Hypertext and social media
Efficient subgraph similarity search on large probabilistic graph databases
Proceedings of the VLDB Endowment
Gateway finder in large graphs: problem definitions and fast solutions
Information Retrieval
Fast and accurate link prediction in social networking systems
Journal of Systems and Software
Link prediction in citation networks
Journal of the American Society for Information Science and Technology
Efficient personalized pagerank with accuracy assurance
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
ComSoc: adaptive transfer of user behaviors over composite social network
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Summarization-based mining bipartite graphs
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Reciprocal and heterogeneous link prediction in social networks
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Friend or frenemy?: predicting signed ties in social networks
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Fast track article: Predicting missing contacts in mobile social networks
Pervasive and Mobile Computing
Local learning of item dissimilarity using content and link structure
Proceedings of the sixth ACM conference on Recommender systems
Making recommendations in a microblog to improve the impact of a focal user
Proceedings of the sixth ACM conference on Recommender systems
We love rock 'n' roll: analyzing and predicting friendship links in Last.fm
Proceedings of the 3rd Annual ACM Web Science Conference
Look who I found: understanding the effects of sharing curated friend groups
Proceedings of the 3rd Annual ACM Web Science Conference
Measuring tie strength in implicit social networks
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
Feature selection for link prediction
Proceedings of the 5th Ph.D. workshop on Information and knowledge
Reconstruction and analysis of Twitter conversation graphs
Proceedings of the First ACM International Workshop on Hot Topics on Interdisciplinary Social Networks Research
Graph based similarity measures for synonym extraction from parsed text
TextGraphs-7 '12 Workshop Proceedings of TextGraphs-7 on Graph-based Methods for Natural Language Processing
Proceedings of the 21st ACM international conference on Information and knowledge management
Evaluating geo-social influence in location-based social networks
Proceedings of the 21st ACM international conference on Information and knowledge management
Evolution of a location-based online social network: analysis and models
Proceedings of the 2012 ACM conference on Internet measurement conference
Computing text semantic relatedness using the contents and links of a hypertext encyclopedia
Artificial Intelligence
Contextual web searches in Facebook using learning materials and discussion messages
Computers in Human Behavior
A survey on proximity measures for social networks
Search Computing
LaFT-tree: perceiving the expansion trace of one's circle of friends in online social networks
Proceedings of the sixth ACM international conference on Web search and data mining
Building and using social structures: A case study using the agent ART testbed
ACM Transactions on Intelligent Systems and Technology (TIST) - Special section on agent communication, trust in multiagent systems, intelligent tutoring and coaching systems
Commute times of random walks on trees
Discrete Applied Mathematics
Coauthor prediction for junior researchers
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Link Prediction for Bipartite Social Networks: The Role of Structural Holes
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Predicting Social Network Measures Using Machine Learning Approach
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Link Prediction: Fair and Effective Evaluation
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Link Prediction in a Modified Heterogeneous Bibliographic Network
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Enhancing Academic Event Participation with Context-aware and Social Recommendations
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Dealing with Disappearance of an Actor Set in Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Link Prediction Using BenefitRanks in Weighted Networks
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
NP-MuScL: unsupervised global prediction of interaction networks from multiple data sources
RECOMB'13 Proceedings of the 17th international conference on Research in Computational Molecular Biology
Modeling online creative collaborations
XRDS: Crossroads, The ACM Magazine for Students - Creativity + Computer Science
The big data ecosystem at LinkedIn
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Preferential attachment in online networks: measurement and explanations
Proceedings of the 5th Annual ACM Web Science Conference
GRDB: a system for declarative and interactive analysis of noisy information networks
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Root cause detection in a service-oriented architecture
Proceedings of the ACM SIGMETRICS/international conference on Measurement and modeling of computer systems
Let's get together: the formation and success of online creative collaborations
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A longitudinal study of follow predictors on twitter
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Estimating domain-based user influence in social networks
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Learning latent friendship propagation networks with interest awareness for link prediction
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Informational friend recommendation in social media
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Implementing link-prediction for social networks in a database system
Proceedings of the ACM SIGMOD Workshop on Databases and Social Networks
Group and link analysis of multi-relational scientific social networks
Journal of Systems and Software
Inferring social roles and statuses in social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Link prediction with social vector clocks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Modeling the dynamics of composite social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
LAFT-Explorer: inferring, visualizing and predicting how your social network expands
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Link prediction in social networks based on hypergraph
Proceedings of the 22nd international conference on World Wide Web companion
Link recommendation for promoting information diffusion in social networks
Proceedings of the 22nd international conference on World Wide Web companion
Recommending collaborators using keywords
Proceedings of the 22nd international conference on World Wide Web companion
Autonomously reviewing and validating the knowledge base of a never-ending learning system
Proceedings of the 22nd international conference on World Wide Web companion
Organizational overlap on social networks and its applications
Proceedings of the 22nd international conference on World Wide Web
What is the added value of negative links in online social networks?
Proceedings of the 22nd international conference on World Wide Web
Predicting positive and negative links in signed social networks by transfer learning
Proceedings of the 22nd international conference on World Wide Web
How do people link?: analysis of contact structures in human face-to-face proximity networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Network denoising in social media
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
sonLP: social network link prediction by principal component regression
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Visualizing the impact of time series data for predicting user interactions
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Formation and interaction patterns in social crowdsourcing environments
International Journal of Communication Networks and Distributed Systems
On the use of mobility data for discovery and description of social ties
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
ProfileRank: finding relevant content and influential users based on information diffusion
Proceedings of the 7th Workshop on Social Network Mining and Analysis
Inferring anchor links across multiple heterogeneous social networks
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Supporting exploratory people search: a study of factor transparency and user control
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Proximity measures for link prediction based on temporal events
Expert Systems with Applications: An International Journal
Recommending program committee candidates for academic conferences
Proceedings of the 2013 workshop on Computational scientometrics: theory & applications
Strong simulation: Capturing topology in graph pattern matching
ACM Transactions on Database Systems (TODS)
Specialization, homophily, and gender in a social curation site: findings from pinterest
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Followee recommendation based on text analysis of micro-blogging activity
Information Systems
From biological to social networks: Link prediction based on multi-way spectral clustering
Data & Knowledge Engineering
Generalized relational topic models with data augmentation
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Link label prediction in signed social networks
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Social trust prediction using rank-k matrix recovery
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Social trust prediction using heterogeneous networks
ACM Transactions on Knowledge Discovery from Data (TKDD)
Prediction in a microblog hybrid network using bonacich potential
Proceedings of the 7th ACM international conference on Web search and data mining
On the embeddability of random walk distances
Proceedings of the VLDB Endowment
User behavior learning and transfer in composite social networks
ACM Transactions on Knowledge Discovery from Data (TKDD) - Casin special issue
Transferring heterogeneous links across location-based social networks
Proceedings of the 7th ACM international conference on Web search and data mining
On the approximability of the link building problem
Theoretical Computer Science
Who proposed the relationship?: recovering the hidden directions of undirected social networks
Proceedings of the 23rd international conference on World wide web
Aggregate nearest neighbor queries in uncertain graphs
World Wide Web
Internal link prediction: A new approach for predicting links in bipartite graphs
Intelligent Data Analysis - Dynamic Networks and Knowledge Discovery
Evolving networks: Eras and turning points
Intelligent Data Analysis - Dynamic Networks and Knowledge Discovery
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Given a snapshot of a social network, can we infer which new interactions among its members are likely to occur in the near future? We formalize this question as the link prediction problem, and develop approaches to link prediction based on measures the "proximity" of nodes in a network. Experiments on large co-authorship networks suggest that information about future interactions can be extracted from network topology alone, and that fairly subtle measures for detecting node proximity can outperform more direct measures.