Randomized algorithms
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
Scaling personalized web search
WWW '03 Proceedings of the 12th international conference on World Wide Web
Topic-Sensitive PageRank: A Context-Sensitive Ranking Algorithm for Web Search
IEEE Transactions on Knowledge and Data Engineering
Text classification from positive and unlabeled documents
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Measures of distributional similarity
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Collaboration over time: characterizing and modeling network evolution
WSDM '08 Proceedings of the 2008 International Conference on Web Search and Data Mining
Considering users and their opinions in knowledge management systems
Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries
Communications of the ACM
The convergence of social and technological networks
Communications of the ACM - Remembering Jim Gray
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Quantifying the Impact of Information Aggregation on Complex Networks: A Temporal Perspective
WAW '09 Proceedings of the 6th International Workshop on Algorithms and Models for the Web-Graph
Graph nodes clustering with the sigmoid commute-time kernel: A comparative study
Data & Knowledge Engineering
Modeling and simulation of e-mail social networks: a new stochastic agent-based approach
Proceedings of the 40th Conference on Winter Simulation
Analysis of terrorist social networks with fractal views
Journal of Information Science
Recommendation as link prediction: a graph kernel-based machine learning approach
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Large human communication networks: patterns and a utility-driven generator
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Intelligent hybrid approach to false identity detection
Proceedings of the 12th International Conference on Artificial Intelligence and Law
FriendSensing: recommending friends using mobile phones
Proceedings of the third ACM conference on Recommender systems
Scalable proximity estimation and link prediction in online social networks
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Role of weak ties in link prediction of complex networks
Proceedings of the 1st ACM international workshop on Complex networks meet information & knowledge management
Reflective visualisation and verbalisation of unconscious preference
International Journal of Advanced Intelligence Paradigms
Using diffusion characters for the taxonomy of self- organizing social networks
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
Fuzzy Sets and Rough Sets for Scenario Modelling and Analysis
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Dark web forums portal: searching and analyzing Jihadist forums
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
Semi-supervised OWA aggregation for link-based similarity evaluation and alias detection
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Efficient measurement of complex networks using link queries
INFOCOM'09 Proceedings of the 28th IEEE international conference on Computer Communications Workshops
From contacts to graphs: pitfalls in using complex network analysis for DTN routing
INFOCOM'09 Proceedings of the 28th IEEE international conference on Computer Communications Workshops
Reflective visualization of dispute resolution
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Signed networks in social media
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Predicting positive and negative links in online social networks
Proceedings of the 19th international conference on World wide web
Journal of the American Society for Information Science and Technology
Discover hierarchical subgraphs with network-topology based ranking score
Proceedings of the Third C* Conference on Computer Science and Software Engineering
Coauthorship networks and academic literature recommendation
Electronic Commerce Research and Applications
Know thy neighbor: towards optimal mapping of contacts to social graphs for DTN routing
INFOCOM'10 Proceedings of the 29th conference on Information communications
New perspectives and methods in link prediction
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Three challenges in data mining
Frontiers of Computer Science in China
A lightweight privacy preserving SMS-based recommendation system for mobile users
Proceedings of the fourth ACM conference on Recommender systems
Reflective visualization of the agreement quality in mediation
JSAI-isAI'09 Proceedings of the 2009 international conference on New frontiers in artificial intelligence
Community detection using a measure of global influence
SNAKDD'08 Proceedings of the Second international conference on Advances in social network mining and analysis
Disclosing false identity through hybrid link analysis
Artificial Intelligence and Law
Temporal Link Prediction Using Matrix and Tensor Factorizations
ACM Transactions on Knowledge Discovery from Data (TKDD)
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Semantic linking through spaces for cyber-physical-socio intelligence: A methodology
Artificial Intelligence
Fragile online relationship: a first look at unfollow dynamics in twitter
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
The impact of network structure on breaking ties in online social networks: unfollowing on twitter
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Crawling Facebook for social network analysis purposes
Proceedings of the International Conference on Web Intelligence, Mining and Semantics
Dynamic network motifs: evolutionary patterns of substructures in complex networks
APWeb'11 Proceedings of the 13th Asia-Pacific web conference on Web technologies and applications
Learning to infer social ties in large networks
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Finding relevant papers based on citation relations
WAIM'11 Proceedings of the 12th international conference on Web-age information management
PrIter: a distributed framework for prioritized iterative computations
Proceedings of the 2nd ACM Symposium on Cloud Computing
Controlling privacy with trust-aware link prediction in online social networks
Proceedings of the Third International Conference on Internet Multimedia Computing and Service
Discovering the Evolutionary Patterns in Local Topology of an E-Mail Social Network
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Link prediction for annotation graphs using graph summarization
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
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
Who will follow you back?: reciprocal relationship prediction
Proceedings of the 20th ACM international conference on Information and knowledge management
Link prediction: the power of maximal entropy random walk
Proceedings of the 20th ACM international conference on Information and knowledge management
Exploiting longer cycles for link prediction in signed networks
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
Distributed social graph embedding
Proceedings of the 20th ACM international conference on Information and knowledge management
Citation count prediction: learning to estimate future citations for literature
Proceedings of the 20th ACM international conference on Information and knowledge management
LPmade: Link Prediction Made Easy
The Journal of Machine Learning Research
Batch Mode Active Learning for Networked Data
ACM Transactions on Intelligent Systems and Technology (TIST)
Finding your friends and following them to where you are
Proceedings of the fifth ACM international conference on Web search and data mining
Inferring social ties across heterogenous networks
Proceedings of the fifth ACM international conference on Web search and data mining
Fires on the web: towards efficient exploring historical web graphs
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part I
Bayesian locality sensitive hashing for fast similarity search
Proceedings of the VLDB Endowment
Leveraging personal photos to inferring friendships in social network services
Expert Systems with Applications: An International Journal
A novel measure of edge centrality in social networks
Knowledge-Based Systems
Computer Networks: The International Journal of Computer and Telecommunications Networking
Microgroup mining on TSina via network structure and user attribute
ADMA'11 Proceedings of the 7th international conference on Advanced Data Mining and Applications - Volume Part II
Predicting human contacts in mobile social networks using supervised learning
Proceedings of the Fourth Annual Workshop on Simplifying Complex Networks for Practitioners
We know what @you #tag: does the dual role affect hashtag adoption?
Proceedings of the 21st international conference on World Wide Web
Vertex collocation profiles: subgraph counting for link analysis and prediction
Proceedings of the 21st international conference on World Wide Web
Using proximity to predict activity in social networks
Proceedings of the 21st international conference companion on World Wide Web
iMapReduce: A Distributed Computing Framework for Iterative Computation
Journal of Grid Computing
Machine learning approach for finding business partners and building reciprocal relationships
Expert Systems with Applications: An International Journal
Clustered embedding of massive social networks
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
How many makes a crowd? on the evolution of learning as a factor of community coverage
SBP'12 Proceedings of the 5th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Accelerate large-scale iterative computation through asynchronous accumulative updates
Proceedings of the 3rd workshop on Scientific Cloud Computing Date
Generalized framework for personalized recommendations in agent networks
Autonomous Agents and Multi-Agent Systems
eTrust: understanding trust evolution in an online world
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Cross-domain collaboration recommendation
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
A vertex similarity probability model for finding network community structure
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Security and Communication Networks
Identifying implicit relationships between social media users to support social commerce
Proceedings of the 14th Annual International Conference on Electronic Commerce
A fast solver for a class of linear systems
Communications of the ACM
Back-buy prediction based on TriFG
Proceedings of the ACM SIGKDD Workshop on Mining Data Semantics
A group trust metric for identifying people of trust in online social networks
Expert Systems with Applications: An International Journal
Delta-SimRank computing on MapReduce
Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
Biomine: a network-structured resource of biological entities for link prediction
Bisociative Knowledge Discovery
The tipping point: F-score as a function of the number of retrieved items
Information Processing and Management: an International Journal
Fast track article: Predicting missing contacts in mobile social networks
Pervasive and Mobile Computing
Shaping communities out of triangles
Proceedings of the 21st ACM international conference on Information and knowledge management
Interactive and context-aware tag spell check and correction
Proceedings of the 21st ACM international conference on Information and knowledge management
Scalable collaborative filtering using incremental update and local link prediction
Proceedings of the 21st ACM international conference on Information and knowledge management
Relation regularized subspace recommending for related scientific articles
Proceedings of the 21st ACM international conference on Information and knowledge management
Comparing and fusing terrain network information
SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management
Discovering links among social networks
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Business Intelligence and Analytics: Research Directions
ACM Transactions on Management Information Systems (TMIS)
Who will follow whom? exploiting semantics for link prediction in attention-information networks
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
A survey on proximity measures for social networks
Search Computing
Link prediction in complex networks based on cluster information
SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence
Patent partner recommendation in enterprise social networks
Proceedings of the sixth ACM international conference on Web search and data mining
Exploiting homophily effect for trust prediction
Proceedings of the sixth ACM international conference on Web search and data mining
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II
Predicting group evolution in the social network
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Scalable analysis for large social networks: the data-aware mean-field approach
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Transforming graph data for statistical relational learning
Journal of Artificial Intelligence Research
ALIVE: a multi-relational link prediction environment for the healthcare domain
PAKDD'12 Proceedings of the 2012 Pacific-Asia conference on Emerging Trends in Knowledge Discovery and Data Mining
Social network restructuring after a node removal
International Journal of Web Engineering and Technology
Dynamic stochastic blockmodels: statistical models for time-evolving networks
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Trade-Offs in social and behavioral modeling in mobile networks
SBP'13 Proceedings of the 6th international conference on Social Computing, Behavioral-Cultural Modeling and Prediction
Structural and Message Based Private Friend Recommendation
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
A Probabilistic Approach to Structural Change Prediction in Evolving Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Where's the Money? The Social Behavior of Investors in Facebook's Small World
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Classification Analysis in Complex Online Social Networks Using Semantic Web Technologies
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Predicting Friends and Foes in Signed Networks Using Inductive Inference and Social Balance Theory
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Fast Recommendation on Bibliographic Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Folksonomy link prediction based on a tripartite graph for tag recommendation
Journal of Intelligent Information Systems
Group affinity based social trust model for an intelligent movie recommender system
Multimedia Tools and Applications
Predicting interactions in online social networks: an experiment in Second Life
Proceedings of the 4th International Workshop on Modeling Social Media
EBM: an entropy-based model to infer social strength from spatiotemporal data
Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data
Information and Management
A hidden Markov model for collaborative filtering
MIS Quarterly
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
How people describe themselves on Twitter
Proceedings of the ACM SIGMOD Workshop on Databases and Social Networks
The predictive value of young and old links in a social network
Proceedings of the ACM SIGMOD Workshop on Databases and Social Networks
The role of information diffusion in the evolution of social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Unsupervised link prediction using aggregative statistics on heterogeneous social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Semantically sampling in heterogeneous social networks
Proceedings of the 22nd international conference on World Wide Web companion
Solving the missing node problem using structure and attribute information
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
ASCOS: an asymmetric network structure COntext similarity measure
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Community detection in content-sharing social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Acquaintance or partner?: predicting partnership in online and location-based social networks
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Towards a personalized, scalable, and exploratory academic recommendation service
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Learning to predict reciprocity and triadic closure in social networks
ACM Transactions on Knowledge Discovery from Data (TKDD)
Different approaches to community evolution prediction in blogosphere
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Network flows and the link prediction problem
Proceedings of the 7th Workshop on Social Network Mining and Analysis
i2MapReduce: incremental iterative MapReduce
Proceedings of the 2nd International Workshop on Cloud Intelligence
Latent feature learning in social media network
Proceedings of the 21st ACM international conference on Multimedia
Creation and growth of online social network
World Wide Web
Signals from the crowd: uncovering social relationships through smartphone probes
Proceedings of the 2013 conference on Internet measurement conference
Predicting trends in social networks via dynamic activeness model
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
FRec: a novel framework of recommending users and communities in social media
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Co-occurrence prediction in a large location-based social network
Frontiers of Computer Science: Selected Publications from Chinese Universities
DrunkardMob: billions of random walks on just a PC
Proceedings of the 7th ACM conference on Recommender systems
Scalable similarity estimation in social networks: closeness, node labels, and random edge lengths
Proceedings of the first ACM conference on Online social networks
Call me maybe: understanding nature and risks of sharing mobile numbers on online social networks
Proceedings of the first ACM conference on Online social networks
Analyzing future communities in growing citation networks
Proceedings of the 2013 international workshop on Mining unstructured big data using natural language processing
Improving contextual advertising by adopting collaborative filtering
ACM Transactions on the Web (TWEB)
From Frequent Features to Frequent Social Links
International Journal of Information System Modeling and Design
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
The web as an adaptive network: coevolution of web behavior and web structure
Proceedings of the 3rd International Web Science Conference
A practical simulation method for social networks
AWC '13 Proceedings of the First Australasian Web Conference - Volume 144
From biological to social networks: Link prediction based on multi-way spectral clustering
Data & Knowledge Engineering
Diversified top-k graph pattern matching
Proceedings of the VLDB Endowment
Efficient simrank-based similarity join over large graphs
Proceedings of the VLDB Endowment
Pagerank with priors: an influence propagation perspective
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Modeling the interplay of people's location, interactions, and social ties
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
Distributed socialite: a datalog-based language for large-scale graph analysis
Proceedings of the VLDB Endowment
Reduce and aggregate: similarity ranking in multi-categorical bipartite graphs
Proceedings of the 23rd international conference on World wide web
Data Mining and Knowledge Discovery
A unified community detection algorithm in complex network
Neurocomputing
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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 we develop approaches to link prediction based on measures for analyzing the “proximity” of nodes in a network. Experiments on large coauthorship 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. © 2007 Wiley Periodicals, Inc.