Discovering shared interests using graph analysis
Communications of the ACM - Special issue on internetworking
GroupLens: an open architecture for collaborative filtering of netnews
CSCW '94 Proceedings of the 1994 ACM conference on Computer supported cooperative work
PHOAKS: a system for sharing recommendations
Communications of the ACM
Referral Web: combining social networks and collaborative filtering
Communications of the ACM
Siteseer: personalized navigation for the Web
Communications of the ACM
On the Optimality of the Simple Bayesian Classifier under Zero-One Loss
Machine Learning - Special issue on learning with probabilistic representations
Enhanced hypertext categorization using hyperlinks
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Information rules: a strategic guide to the network economy
Information rules: a strategic guide to the network economy
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Statistics and data mining techniques for lifetime value modeling
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Estimating campaign benefits and modeling lift
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
An algorithmic framework for performing collaborative filtering
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Efficient identification of Web communities
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Data Mining and Knowledge Discovery
Scalable Techniques for Mining Causal Structures
Data Mining and Knowledge Discovery
IEEE Intelligent Systems
Extracting Large-Scale Knowledge Bases from the Web
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
Learning Probabilistic Relational Models
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
A Decision Theoretic Approach to Targeted Advertising
UAI '00 Proceedings of the 16th Conference on Uncertainty in Artificial Intelligence
Cobot in LambdaMOO: A Social Statistics Agent
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Dependency networks for inference, collaborative filtering, and data visualization
The Journal of Machine Learning Research
Empirical analysis of predictive algorithms for collaborative filtering
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
Is seeing believing?: how recommender system interfaces affect users' opinions
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Mining knowledge-sharing sites for viral marketing
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
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
Mining newsgroups using networks arising from social behavior
WWW '03 Proceedings of the 12th international conference on World Wide Web
Maximizing the spread of influence through a social network
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Prospects and challenges for multi-relational data mining
ACM SIGKDD Explorations Newsletter
Link mining: a new data mining challenge
ACM SIGKDD Explorations Newsletter
Evaluating collaborative filtering recommender systems
ACM Transactions on Information Systems (TOIS)
Dynamic communities in referral networks
Web Intelligence and Agent Systems
An intelligent system for customer targeting: a data mining approach
Decision Support Systems
Fast discovery of connection subgraphs
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Why collective inference improves relational classification
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Identifying early buyers from purchase data
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining scale-free networks using geodesic clustering
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
IEEE Intelligent Systems
Creating social networks to improve peer-to-peer networking
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Pruning Social Networks Using Structural Properties and Descriptive Attributes
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Graph mining: Laws, generators, and algorithms
ACM Computing Surveys (CSUR)
Capital and benefit in social networks
Proceedings of the 3rd international workshop on Link discovery
Mining hidden community in heterogeneous social networks
Proceedings of the 3rd international workshop on Link discovery
Probabilistic models for discovering e-communities
Proceedings of the 15th international conference on World Wide Web
Toward a successful CRM: variable selection, sampling, and ensemble
Decision Support Systems
Proceedings of the twenty-fifth annual ACM symposium on Principles of distributed computing
Graph-based text classification: learn from your neighbors
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Personalized recommendation driven by information flow
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Group formation in large social networks: membership, growth, and evolution
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
Information flow modeling based on diffusion rate for prediction and ranking
Proceedings of the 16th international conference on World Wide Web
Relational Dependency Networks
The Journal of Machine Learning Research
Classification in Networked Data: A Toolkit and a Univariate Case Study
The Journal of Machine Learning Research
On the submodularity of influence in social networks
Proceedings of the thirty-ninth annual ACM symposium on Theory of computing
On threshold behavior in query incentive networks
Proceedings of the 8th ACM conference on Electronic commerce
Modeling spread of ideas in online social networks
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Challenges in mining social network data: processes, privacy, and paradoxes
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Fast direction-aware proximity for graph mining
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
SCAN: a structural clustering algorithm for networks
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Impact of social influence in e-commerce decision making
Proceedings of the ninth international conference on Electronic commerce
Data acquisition and cost-effective predictive modeling: targeting offers for electronic commerce
Proceedings of the ninth international conference on Electronic commerce
Epidemic thresholds in real networks
ACM Transactions on Information and System Security (TISSEC)
Social Information Processing in News Aggregation
IEEE Internet Computing
Identifying opinion leaders in the blogosphere
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Discovering cohesive subgroups from social networks for targeted advertising
Expert Systems with Applications: An International Journal
On the approximability of influence in social networks
Proceedings of the nineteenth annual ACM-SIAM symposium on Discrete algorithms
Exploiting time-varying relationships in statistical relational models
Proceedings of the 9th WebKDD and 1st SNA-KDD 2007 workshop on Web mining and social network analysis
Node roles and community structure in networks
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
Optimal marketing strategies over social networks
Proceedings of the 17th international conference on World Wide Web
Yes, there is a correlation: - from social networks to personal behavior on the web
Proceedings of the 17th international conference on World Wide Web
Analysis of social voting patterns on digg
Proceedings of the first workshop on Online social networks
The convergence of social and technological networks
Communications of the ACM - Remembering Jim Gray
Spotting out emerging artists using geo-aware analysis of P2P query strings
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Determining the top-k nodes in social networks using the Shapley value
Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 3
Incremental tensor analysis: Theory and applications
ACM Transactions on Knowledge Discovery from Data (TKDD)
Visual Discovery of Network Patterns of Interaction between Attributes
Visual Data Mining
A Link-Based Rank of Postings in Newsgroup
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Word of Mouth: Rumor Dissemination in Social Networks
SIROCCO '08 Proceedings of the 15th international colloquium on Structural Information and Communication Complexity
Prediction of Information Diffusion Probabilities for Independent Cascade Model
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part III
Mining social network for extracting topic of textual conversations
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
A.M.I.G.O.S: knowledge management and social networks
Proceedings of the 26th annual ACM international conference on Design of communication
Mining social networks using heat diffusion processes for marketing candidates selection
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
Key figure impact in trust-enhanced recommender systems
AI Communications - Recommender Systems
Public vs. private: comparing public social network information with email
Proceedings of the 2008 ACM conference on Computer supported cooperative work
A Collaborative Filtering Algorithm Based on Global and Domain Authorities
ICADL 08 Proceedings of the 11th International Conference on Asian Digital Libraries: Universal and Ubiquitous Access to Information
Solving the Contamination Minimization Problem on Networks for the Linear Threshold Model
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Diffusion of Innovations on Random Networks: Understanding the Chasm
WINE '08 Proceedings of the 4th International Workshop on Internet and Network Economics
Blocking links to minimize contamination spread in a social network
ACM Transactions on Knowledge Discovery from Data (TKDD)
Efficient identification of starters and followers in social media
Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology
A measurement-driven analysis of information propagation in the flickr social network
Proceedings of the 18th international conference on World wide web
A link mining algorithm for earnings forecast and trading
Data Mining and Knowledge Discovery
Network Control and Optimization
The Time-Series Link Prediction Problem with Applications in Communication Surveillance
INFORMS Journal on Computing
Efficient influence maximization in social networks
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Social influence and the diffusion of user-created content
Proceedings of the 10th ACM conference on Electronic commerce
An exact almost optimal algorithm for target set selection in social networks
Proceedings of the 10th ACM conference on Electronic commerce
Challenges in supporting end-user privacy and security management with social navigation
Proceedings of the 5th Symposium on Usable Privacy and Security
Identifying bloggers with marketing influence in the blogosphere
Proceedings of the 11th International Conference on Electronic Commerce
Latency-Bounded Minimum Influential Node Selection in Social Networks
WASA '09 Proceedings of the 4th International Conference on Wireless Algorithms, Systems, and Applications
Extracting influential nodes for information diffusion on a social network
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Minimizing the spread of contamination by blocking links in a network
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Ordering innovators and laggards for product categorization and recommendation
Proceedings of the third ACM conference on Recommender systems
A history sensitive cascade model in diffusion networks
SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference
Efficient estimation of influence functions for SIS model on social networks
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Building trust in electronic communities by mining web content
International Journal of Computational Science and Engineering
Discovering Influential Nodes for SIS Models in Social Networks
DS '09 Proceedings of the 12th International Conference on Discovery Science
Mining Social Networks on the Mexican Computer Science Community
MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence
Pricing Strategies for Viral Marketing on Social Networks
WINE '09 Proceedings of the 5th International Workshop on Internet and Network Economics
News Posting by Strategic Users in a Social Network
WINE '09 Proceedings of the 5th International Workshop on Internet and Network Economics
Toward a successful CRM: variable selection, sampling, and ensemble
Decision Support Systems
Extracting influential nodes on a social network for information diffusion
Data Mining and Knowledge Discovery
Learning influence probabilities in social networks
Proceedings of the third ACM international conference on Web search and data mining
The information diffusion model in the blog world
Proceedings of the 3rd Workshop on Social Network Mining and Analysis
Determining content power users in a blog network
Proceedings of the 3rd Workshop on Social Network Mining and Analysis
A deterministic model for history sensitive cascade in diffusion networks
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
A customer network value model based on complex network theory
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
RCCtrust: A combined trust model for electronic community
Journal of Computer Science and Technology - Special section on trust and reputation management in future computing systmes and applications
Making customer intention tactics with network value and churn rate
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Pattern based approaches to pre-processing structured text: a newsfeed example
ICCS'03 Proceedings of the 2003 international conference on Computational science
Case mining from large databases
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Mining the impact factors of threads and participators on usenet using link analysis
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Using a model of social dynamics to predict popularity of news
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
Minimizing the expected complete influence time of a social network
Information Sciences: an International Journal
OASNET: an optimal allocation approach to influence maximization in modular social networks
Proceedings of the 2010 ACM Symposium on Applied Computing
STEvent: Spatio-temporal event model for social network discovery
ACM Transactions on Information Systems (TOIS)
A note on maximizing the spread of influence in social networks
WINE'07 Proceedings of the 3rd international conference on Internet and network economics
Competitive influence maximization in social networks
WINE'07 Proceedings of the 3rd international conference on Internet and network economics
Adequacy of data for mining individual friendship pattern from cellular phone call logs
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Social knowledge management in practice: a case study
CRIWG'09 Proceedings of the 15th international conference on Groupware: design, implementation, and use
Coauthorship networks and academic literature recommendation
Electronic Commerce Research and Applications
Evolving viral marketing strategies
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Scalable influence maximization for prevalent viral marketing in large-scale social networks
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Community-based greedy algorithm for mining top-K influential nodes in mobile social networks
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Social action tracking via noise tolerant time-varying factor graphs
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Finding effectors in social networks
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Cellular traffic offloading through opportunistic communications: a case study
Proceedings of the 5th ACM workshop on Challenged networks
An expert system for detecting automobile insurance fraud using social network analysis
Expert Systems with Applications: An International Journal
Social Recommendation with Interpersonal Influence
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Diffusion dynamics of games on online social networks
WOSN'10 Proceedings of the 3rd conference on Online social networks
Note: Combinatorial model and bounds for target set selection
Theoretical Computer Science
Mining topic-level influence in heterogeneous networks
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Predicting product adoption in large-scale social networks
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Finding relation between PageRank and voter model
PKAW'10 Proceedings of the 11th international conference on Knowledge management and acquisition for smart systems and services
Discovering community-oriented roles of nodes in a social network
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Finding spread blockers in dynamic networks
SNAKDD'08 Proceedings of the Second international conference on Advances in social network mining and analysis
An empirical study of optimization for maximizing diffusion in networks
CP'10 Proceedings of the 16th international conference on Principles and practice of constraint programming
Finding critical nodes for inhibiting diffusion of complex contagions in social networks
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Virus propagation on time-varying networks: theory and immunization algorithms
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Computational & Mathematical Organization Theory
A note on maximizing the spread of influence in social networks
Information Processing Letters
k-nearest neighbors in uncertain graphs
Proceedings of the VLDB Endowment
OOLAM: an opinion oriented link analysis model for influence persona discovery
Proceedings of the fourth ACM international conference on Web search and data mining
A framework for quantitative analysis of cascades on networks
Proceedings of the fourth ACM international conference on Web search and data mining
An analysis of user influence ranking algorithms on Dark Web forums
ACM SIGKDD Workshop on Intelligence and Security Informatics
Optimal iterative pricing over social networks
WINE'10 Proceedings of the 6th international conference on Internet and network economics
Threshold models for competitive influence in social networks
WINE'10 Proceedings of the 6th international conference on Internet and network economics
Submodularity of Influence in Social Networks: From Local to Global
SIAM Journal on Computing
Social Network Analysis and Mining for Business Applications
ACM Transactions on Intelligent Systems and Technology (TIST)
Game theoretic models for social network analysis
Proceedings of the 20th international conference companion on World wide web
Proceedings of the 20th international conference companion on World wide web
Limiting the spread of misinformation in social networks
Proceedings of the 20th international conference on World wide web
Information spreading in context
Proceedings of the 20th international conference on World wide web
Modeling the evolution of discussion topics and communication to improve relational classification
Proceedings of the First Workshop on Social Media Analytics
Where the blogs tip: connectors, mavens, salesmen and translators of the blogosphere
Proceedings of the First Workshop on Social Media Analytics
CIM: categorical influence maximization
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
Irreversible conversion of graphs
Theoretical Computer Science
Mechanisms for multi-level marketing
Proceedings of the 12th ACM conference on Electronic commerce
Maximizing influence spread in modular social networks by optimal resource allocation
Expert Systems with Applications: An International Journal
Social network extraction from texts: a thesis proposal
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Epidemic spread in mobile Ad Hoc networks: determining the tipping point
NETWORKING'11 Proceedings of the 10th international IFIP TC 6 conference on Networking - Volume Part I
Sparsification of influence networks
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Display advertising impact: search lift and social influence
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Info-cluster based regional influence analysis in social networks
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
A new centrality measure for influence maximization in social networks
PReMI'11 Proceedings of the 4th international conference on Pattern recognition and machine intelligence
Active learning of model parameters for influence maximization
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Mining research topic-related influence between academia and industry
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
A shapley value approach for influence attribution
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Influence and passivity in social media
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
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
Incentive compatible influence maximization in social networks and application to viral marketing
The 10th International Conference on Autonomous Agents and Multiagent Systems - Volume 3
Data-driven modeling and analysis of online social networks
WAIM'11 Proceedings of the 12th international conference on Web-age information management
A market-based approach to address the new item problem
Proceedings of the fifth ACM conference on Recommender systems
A data-based approach to social influence maximization
Proceedings of the VLDB Endowment
Competing for customers in a social network: the quasi-linear case
WINE'06 Proceedings of the Second international conference on Internet and Network Economics
Inferring Networks of Diffusion and Influence
ACM Transactions on Knowledge Discovery from Data (TKDD)
Tractable models for information diffusion in social networks
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Community mining from multi-relational networks
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Social network analysis of an online dating network
Proceedings of the 5th International Conference on Communities and Technologies
Influential nodes in a diffusion model for social networks
ICALP'05 Proceedings of the 32nd international conference on Automata, Languages and Programming
Inferring privacy information from social networks
ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
Influence maximization through identifying seed nodes from implicit social networks
Proceedings of the 4th International Conference on Uniquitous Information Management and Communication
Automated social network analysis for collaborative work
CDVE'06 Proceedings of the Third international conference on Cooperative Design, Visualization, and Engineering
Exploring social influence via posterior effect of word-of-mouth recommendations
Proceedings of the fifth ACM international conference on Web search and data mining
Maximizing product adoption in social networks
Proceedings of the fifth ACM international conference on Web search and data mining
How user behavior is related to social affinity
Proceedings of the fifth ACM international conference on Web search and data mining
Proceedings of the fifth ACM international conference on Web search and data mining
Approximate solutions for the influence maximization problem in a social network
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Study of diffusion models in an academic social network
ICDCIT'10 Proceedings of the 6th international conference on Distributed Computing and Internet Technology
The filter-placement problem and its application to minimizing information multiplicity
Proceedings of the VLDB Endowment
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work Companion
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
Data in social network analysis
ICCMSN'08 Proceedings of the First international conference on Computer-Mediated Social Networking
Relation extraction for monitoring economic networks
NLDB'09 Proceedings of the 14th international conference on Applications of Natural Language to Information Systems
Information overload and viral marketing: countermeasures and strategies
SBP'10 Proceedings of the Third international conference on Social Computing, Behavioral Modeling, and Prediction
Estimate on expectation for influence maximization in social networks
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
In-time estimation for influence maximization in large-scale social networks
Proceedings of the Fifth Workshop on Social Network Systems
Identification of influential social networkers
International Journal of Web Based Communities
Optimizing budget allocation among channels and influencers
Proceedings of the 21st international conference on World Wide Web
Recommendations to boost content spread in social networks
Proceedings of the 21st international conference on World Wide Web
Understanding task-driven information flow in collaborative networks
Proceedings of the 21st international conference on World Wide Web
Controlling infection by blocking nodes and links simultaneously
WINE'11 Proceedings of the 7th international conference on Internet and Network Economics
Recommend at opportune moments
AIRS'11 Proceedings of the 7th Asia conference on Information Retrieval Technology
Journal of Combinatorial Optimization
Improving customer retention in financial services using kinship network information
Expert Systems with Applications: An International Journal
How to schedule a cascade in an arbitrary graph
Proceedings of the 13th ACM Conference on Electronic Commerce
The structure of online diffusion networks
Proceedings of the 13th ACM Conference on Electronic Commerce
On the non-progressive spread of influence through social networks
LATIN'12 Proceedings of the 10th Latin American international conference on Theoretical Informatics
Proceedings of the thirteenth ACM international symposium on Mobile Ad Hoc Networking and Computing
Influence patterns in topic communities of social media
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
A wikipedia based semantic graph model for topic tracking in blogosphere
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Triggering cascades on undirected connected graphs
Information Processing Letters
Treewidth governs the complexity of target set selection
Discrete Optimization
Discovering influencers for marketing in the blogosphere
Information Sciences: an International Journal
An overview of social network analysis
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Using Stochastic Models to Describe and Predict Social Dynamics of Web Users
ACM Transactions on Intelligent Systems and Technology (TIST)
Ranking User Influence in Healthcare Social Media
ACM Transactions on Intelligent Systems and Technology (TIST)
Interacting viruses in networks: can both survive?
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
RecMax: exploiting recommender systems for fun and profit
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Time-Evolving relational classification and ensemble methods
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Spread of information in a social network using influential nodes
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Optimal incentive timing strategies for product marketing on social networks
Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems - Volume 2
Multi-Layer network for influence propagation over microblog
PAISI'12 Proceedings of the 2012 Pacific Asia conference on Intelligence and Security Informatics
Identifying valuable customers on social networking sites for profit maximization
Expert Systems with Applications: An International Journal
Electronic Commerce Research and Applications
Finding representative nodes in probabilistic graphs
Bisociative Knowledge Discovery
Application of the ant colony optimization algorithm to competitive viral marketing
SETN'12 Proceedings of the 7th Hellenic conference on Artificial Intelligence: theories and applications
Maximizing influence spread in a new propagation model
RSKT'12 Proceedings of the 7th international conference on Rough Sets and Knowledge Technology
A network pruning based approach for subset-specific influential detection
Proceedings of the 3rd Annual ACM Web Science Conference
Controlling opinion bias in online social networks
Proceedings of the 3rd Annual ACM Web Science Conference
Containment of misinformation spread in online social networks
Proceedings of the 3rd Annual ACM Web Science Conference
Reversible iterative graph processes
Theoretical Computer Science
The complexity of influence maximization problem in the deterministic linear threshold model
Journal of Combinatorial Optimization
Understanding online groups through social media
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Opinion and suggestion analysis for expert recommendations
Proceedings of the Workshop on Semantic Analysis in Social Media
Proceedings of the 21st ACM international conference on Information and knowledge management
Interest-matching information propagation in multiple online social networks
Proceedings of the 21st ACM international conference on Information and knowledge management
Maximizing revenue from strategic recommendations under decaying trust
Proceedings of the 21st ACM international conference on Information and knowledge management
Automated Twitter data collecting tool for data mining in social network
Proceedings of the 2012 ACM Research in Applied Computation Symposium
Influence spread in large-scale social networks --- a belief propagation approach
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
Viral marketing for product cross-sell through social networks
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Online social networks: A survey of a global phenomenon
Computer Networks: The International Journal of Computer and Telecommunications Networking
Minimum weight dynamo and fast opinion spreading
WG'12 Proceedings of the 38th international conference on Graph-Theoretic Concepts in Computer Science
Automated Twitter data collecting tool and case study with rule-based analysis
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Interaction-based HPC modeling of social, biological, and economic contagions over large networks
Proceedings of the Winter Simulation Conference
Cascade-based community detection
Proceedings of the sixth ACM international conference on Web search and data mining
Bursty subgraphs in social networks
Proceedings of the sixth ACM international conference on Web search and data mining
A game-theoretic analysis of a competitive diffusion process over social networks
WINE'12 Proceedings of the 8th international conference on Internet and Network Economics
WINE'12 Proceedings of the 8th international conference on Internet and Network Economics
Computing a profit-maximizing sequence of offers to agents in a social network
WINE'12 Proceedings of the 8th international conference on Internet and Network Economics
On fixed-price marketing for goods with positive network externalities
WINE'12 Proceedings of the 8th international conference on Internet and Network Economics
History Sensitive Cascade Model
International Journal of Agent Technologies and Systems
Equilibrium pricing with positive externalities
Theoretical Computer Science
Competence region modelling in relational classification
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part II
Identifying Influential Taggers in Trust-Aware Recommender Systems
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Learning the Strength of the Factors Influencing User Behavior in Online Social Networks
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Meme ranking to maximize posts virality in microblogging platforms
Journal of Intelligent Information Systems
Discovering influential nodes from trust network
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Cascading behavior in social and economic networks
Proceedings of the fourteenth ACM conference on Electronic commerce
Fair and resilient incentive tree mechanisms
Proceedings of the 2013 ACM symposium on Principles of distributed computing
Learning influence in complex social networks
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Repetition-aware content placement in navigational networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering latent influence in online social activities via shared cascade poisson processes
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Cascading outbreak prediction in networks: a data-driven approach
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Social influence based clustering of heterogeneous information networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
STRIP: stream learning of influence probabilities
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Trial and error in influential social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Information cascade at group scale
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Confluence: conformity influence in large social networks
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
MINT: maximizing information propagation in predictable delay-tolerant network
Proceedings of the fourteenth ACM international symposium on Mobile ad hoc networking and computing
Temporal influence over the Last.fm social network
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Modeling information diffusion and community membership using stochastic optimization
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Novel user influence measurement based on user interaction in microblog
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Analysis of misinformation containment in online social networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Mining company networks for marketing insights and sales leads
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
StaticGreedy: solving the scalability-accuracy dilemma in influence maximization
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Personalized influence maximization on social networks
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Content coverage maximization on word networks for hierarchical topic summarization
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Probabilistic solutions of influence propagation on social networks
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
When power users attack: assessing impacts in collaborative recommender systems
Proceedings of the 7th ACM conference on Recommender systems
Modeling information diffusion over social networks for temporal dynamic prediction
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Accuracy and robustness impacts of power user attacks on collaborative recommender systems
Proceedings of the 7th ACM conference on Recommender systems
On the precision of social and information networks
Proceedings of the first ACM conference on Online social networks
Buddy2GuessWho: a smartphone application in on-line social network platform
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Propagation-based social-aware multimedia content distribution
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special Sections on the 20th Anniversary of ACM International Conference on Multimedia, Best Papers of ACM Multimedia 2012
Competitive auctions for markets with positive externalities
ICALP'13 Proceedings of the 40th international conference on Automata, Languages, and Programming - Volume Part II
A probability based algorithm for influence maximization in social networks
Proceedings of the 5th Asia-Pacific Symposium on Internetware
Parameter learning for latent network diffusion
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Active learning for networked data based on non-progressive diffusion model
Proceedings of the 7th ACM international conference on Web search and data mining
Don't count the number of friends when you are spreading information in social networks
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
Expert Systems with Applications: An International Journal
Preference-based mining of top-K influential nodes in social networks
Future Generation Computer Systems
Proceedings of the 23rd international conference on World wide web
How to influence people with partial incentives
Proceedings of the 23rd international conference on World wide web
Computing the differential of a graph: Hardness, approximability and exact algorithms
Discrete Applied Mathematics
Mining social networks using wave propagation
Computational & Mathematical Organization Theory
Simulating the spread of opinions in online social networks when targeting opinion leaders
Information Systems and e-Business Management
On the approximability of positive influence dominating set in social networks
Journal of Combinatorial Optimization
Roles in social networks: Methodologies and research issues
Web Intelligence and Agent Systems
Weighted graph-based methods for identifying the most influential actors in trust social networks
International Journal of Networking and Virtual Organisations
Mining influential bloggers: From general to domain specific, from explicit to implicit
International Journal of Knowledge-based and Intelligent Engineering Systems
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One of the major applications of data mining is in helping companies determine which potential customers to market to. If the expected profit from a customer is greater than the cost of marketing to her, the marketing action for that customer is executed. So far, work in this area has considered only the intrinsic value of the customer (i.e, the expected profit from sales to her). We propose to model also the customer's network value: the expected profit from sales to other customers she may influence to buy, the customers those may influence, and so on recursively. Instead of viewing a market as a set of independent entities, we view it as a social network and model it as a Markov random field. We show the advantages of this approach using a social network mined from a collaborative filtering database. Marketing that exploits the network value of customers---also known as viral marketing---can be extremely effective, but is still a black art. Our work can be viewed as a step towards providing a more solid foundation for it, taking advantage of the availability of large relevant databases.